{ "schemaVersion": "deck-intelligence.v1", "id": "019dd923-5ca1-7489-b639-4dda27d9d887", "slug": "67e4131ec199fc70", "title": "Technology Trends Outlook 2022", "subtitle": "McKinsey", "author": "McKinsey", "pageCount": 184, "kind": "consulting-deck", "orientation": "landscape", "aspectRatio": 1.778, "document": { "id": "019dd923-5ca1-7489-b639-4dda27d9d887", "slug": "67e4131ec199fc70", "title": "Technology Trends Outlook 2022", "rawTitle": "Technology Trends Outlook 2022", "authorId": "McKinsey", "authorName": "McKinsey", "authorDisplay": "McKinsey", "kind": { "slug": "consulting-deck", "label": "Consulting deck" }, "sourceType": { "slug": "strategy_consulting", "label": "Strategy consulting" }, "fileName": "2022-Technology-Trends-Outlook-2022.pdf", "sourceUrl": "https://www.mckinsey.com/~/media/mckinsey/business%20functions/mckinsey%20digital/our%20insights/the%20top%20trends%20in%20tech%202022/mckinsey-tech-trends-outlook-2022-full-report.pdf", "sourceDate": "2022-08-15 00:00:00", "presentationDate": null, "ingestedAt": "2026-04-23 20:51:40+00", "status": "ready", "pageCount": 184, "orientation": "landscape", "aspectRatio": 1.778, "targetCompany": null, "targetTicker": null, "metadata": { "local_root": "/tmp/legacy-images/67e4131ec199fc70", "origin_corpus": "consulting" } }, "coverage": { "pageCount": 184, "pagesIndexed": 184, "pagesWithImages": 184, "pagesWithMetadata": 184, "imageCoveragePct": 100, "metadataCoveragePct": 100, "componentCount": 1224, "chartCount": 13, "metricSlides": 34, "toolMatches": 101, "documentToolMatches": 0, "frameworkMatches": 27, "arcMatches": 1, "beatMatches": 3, "loopMatches": 1, "patternMatches": 0, "storymakersMatch": false, "scoreAvailable": true, "reviewAvailable": true, "activistThesisAvailable": false, "pitchdeckMetadataAvailable": false, "pitchdeckProfileAvailable": false }, "blocks": [], "matches": { "arcs": [ { "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null, "categoryName": "Strategy & Business", "categorySlug": "strategy-business" }, "matchId": "ffff5d27-65ea-42d7-a9e5-92835fd03fdb", "evidence": "The report follows a structured approach to analyzing technology trends", "isPrimary": true, "confidence": 0.7, "extraction": { "at": "2026-07-16 21:07:35.774721+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": "doc-narrative-v1" } } ], "beats": [ { "to": 4, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null, "categoryName": "Strategy & Business", "categorySlug": "strategy-business" }, "from": 1, "name": "Situation & Context", "beatId": "98338f6f-a02d-47ec-86d0-d9fb576f7914", "matchId": "ffff5d27-65ea-42d7-a9e5-92835fd03fdb", "beatType": { "name": "Situation & Context", "slug": "consultants-gambit-situation-context", "status": "active", "canonId": "019dd9b8-05ae-741b-992d-65ee83c639b3", "version": 1, "description": null }, "evidence": "The report provides an introduction to the technology trends", "position": 0, "isPrimaryArc": true, "parentBeatType": { "name": "Setup", "slug": "setup", "status": "active", "canonId": "019dd9b8-020e-7505-af9b-d9b9a4679bcc", "version": 1, "description": "Where the deck grounds the reader before doing anything else. Almost every arc opens here." }, "alignedBlockIds": null, "matchConfidence": 0.7 }, { "to": 10, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null, "categoryName": "Strategy & Business", "categorySlug": "strategy-business" }, "from": 5, "name": "Problem & Complication", "beatId": "23f3f45c-6d39-4eb0-a6e8-bc7986d58c83", "matchId": "ffff5d27-65ea-42d7-a9e5-92835fd03fdb", "beatType": { "name": "Problem & Complication", "slug": "consultants-gambit-problem-complication", "status": "active", "canonId": "019dd9b8-064a-777f-a374-e9a8c43dedd4", "version": 1, "description": null }, "evidence": "The report highlights the challenges and opportunities presented by technology trends", "position": 1, "isPrimaryArc": true, "parentBeatType": { "name": "Complication", "slug": "complication", "status": "active", "canonId": "019dd9b8-0275-7709-b2d6-4f77c3fc7579", "version": 1, "description": "The point in the narrative where the audience should feel discomfort. Required for argumentative arcs." }, "alignedBlockIds": null, "matchConfidence": 0.7 }, { "to": 20, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null, "categoryName": "Strategy & Business", "categorySlug": "strategy-business" }, "from": 11, "name": "Evidence & Proof", "beatId": "a7873133-83cd-464a-bf5b-7ec4be554f8a", "matchId": "ffff5d27-65ea-42d7-a9e5-92835fd03fdb", "beatType": { "name": "Evidence & Proof", "slug": "consultants-gambit-evidence-proof", "status": "active", "canonId": "019dd9b8-07b1-7688-8e1e-7637fec3802a", "version": 1, "description": null }, "evidence": "The report provides data and analysis to support its findings", "position": 2, "isPrimaryArc": true, "parentBeatType": { "name": "Evidence", "slug": "evidence", "status": "active", "canonId": "019dd9b8-03f9-772a-b84a-4f07b415b77a", "version": 1, "description": "A dedicated proof beat exists in only ~4 arcs (Gambit, Sequoia, AIDA, Monroes). Other arcs embed evidence inline within development." }, "alignedBlockIds": null, "matchConfidence": 0.7 } ], "loops": [ { "to": 20, "from": 10, "loop": { "name": "01_logic_chain", "slug": "01-logic-chain", "status": "active", "bestFor": "Skeptical audiences, controversial recommendations, rigorous analysis", "canonId": "019dd956-6638-7457-8650-9b0b42e59fb3", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "Premise 1 (Accepted truth) -> Premise 2 (Observed fact) -> Therefore... (Inevitable conclusion)", "description": "Build an airtight chain of logic where each premise leads inevitably to the conclusion", "familyLabel": null, "categoryName": "Logical Reasoning", "categorySlug": "logical-reasoning" }, "matchId": "3abe3360-5397-4a4c-8b21-9aad510ea8a8", "evidence": "The report uses logic chains to illustrate the relationships between trends and business outcomes", "position": 0, "objective": "To understand the impact of technology trends on business", "confidence": 0.6, "extraction": { "at": "2026-07-16 21:07:35.940116+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": "doc-narrative-v1" } } ], "tools": [ { "tool": { "name": "Slide recipe: Cover", "slug": "cover-slide", "status": "active", "bestFor": null, "canonId": "019df269-2a08-767d-9128-e7431e6fe8a3", "version": 1, "bodyDocId": "019df269-29e5-7738-b5fa-6892e5dc8e65", "description": "The first ten seconds. Build it deliberately.", "familyLabel": "slide-recipe", "categoryName": "Slide", "categorySlug": "slide" }, "agent": "designer", "layer": "slide", "agents": [ "designer" ], "matchId": "ab033d94-9528-48ea-a0f0-6682a74e828c", "evidence": "The slide is a cover page with a title, logo, and report information.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 21:18:03.72183+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 1, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Audience Definition", "slug": "audience-definition", "status": "active", "bestFor": null, "canonId": "019dd956-7f2a-775d-aeee-ff099bcb7756", "version": 1, "bodyDocId": null, "description": "Six key questions: Who are they? What do they know? What do they believe? What do they care about? What do they fear? What decisions can they make?", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "415629dc-0a55-4e80-a0de-ec231bb97f8f", "evidence": "The slide mentions 'our work and home lives' and 'what is coming and how it will affect us all', indicating a focus on a specific audience.", "pageRefs": null, "priority": "Core", "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 21:17:56.904668+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 2, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Executive summary", "slug": "executive-summary", "status": "active", "bestFor": null, "canonId": "019dd9e1-4b63-72d5-9734-da757d91ca61", "version": 1, "bodyDocId": null, "description": "A condensed view of the entire argument on a single slide / block.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "55d84c3e-6912-408f-9be1-34efadb0f7aa", "evidence": "This slide is an executive summary of the McKinsey Technology Trends Outlook 2022.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 21:17:56.872016+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 2, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "2x2 matrix", "slug": "matrix-2x2", "status": "active", "bestFor": null, "canonId": "019dd9e1-50ab-72d1-8afb-3ab0a38e32a8", "version": 1, "bodyDocId": null, "description": "BCG matrix, importance/urgency, any axes-and-quadrants frame.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "8aad1fb6-4079-46d3-836e-a9124dddbfba", "evidence": "The slide mentions a comparison of innovation and interest scores, but does not display a traditional 2x2 matrix.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.5, "extraction": { "at": "2026-07-16 21:17:56.971758+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 3, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Heatmap matrix", "slug": "heatmap-matrix", "status": "active", "bestFor": null, "canonId": "019de52d-2363-7248-9aa8-cd0bcf077891", "version": 1, "bodyDocId": null, "description": null, "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "e944cb06-0db9-4d91-9d28-50349cc7b7b5", "evidence": "The heatmap displays the relevance of trends to industries.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 21:17:57.074689+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 5, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "b15912f0-66b5-4e51-a4a7-8e74f15c9805", "evidence": "The slide displays a list of technology trends.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 21:17:57.175643+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 7, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Section divider", "slug": "section-divider", "status": "active", "bestFor": null, "canonId": "019dd9e1-4c66-707d-8d1f-6e14547134c7", "version": 1, "bodyDocId": null, "description": "A transitional slide marking the start of a new section.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "38c4af8d-ff41-48e1-a7cb-232e38770c0f", "evidence": "The slide serves as a divider between sections.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 21:17:57.244523+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 8, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Slide recipe: Cover", "slug": "cover-slide", "status": "active", "bestFor": null, "canonId": "019df269-2a08-767d-9128-e7431e6fe8a3", "version": 1, "bodyDocId": "019df269-29e5-7738-b5fa-6892e5dc8e65", "description": "The first ten seconds. Build it deliberately.", "familyLabel": "slide-recipe", "categoryName": "Slide", "categorySlug": "slide" }, "agent": "designer", "layer": "slide", "agents": [ "designer" ], "matchId": "268d8087-5182-4caf-a73a-f340880d642c", "evidence": "The slide is the cover page of the McKinsey Technology Trends Outlook 2022.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 21:17:57.311082+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 9, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Table data", "slug": "table-data", "status": "active", "bestFor": null, "canonId": "019dd9e1-4fab-7168-a82f-b847350a006d", "version": 1, "bodyDocId": null, "description": "Tabular layouts of structured data.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "c6c8b3e2-bbbb-4092-a073-a4e6cadc1d90", "evidence": "The slide displays a table of connectivity technology and descriptions.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 21:17:57.377795+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 10, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Table data", "slug": "table-data", "status": "active", "bestFor": null, "canonId": "019dd9e1-4fab-7168-a82f-b847350a006d", "version": 1, "bodyDocId": null, "description": "Tabular layouts of structured data.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "c319b91d-34f0-4d85-ace2-a737f88db80a", "evidence": "table/data: Industry affected and Impact from technology trend columns", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 21:17:56.797872+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 14, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "73cf619d-babc-4127-bfd6-7a51188300a1", "evidence": "list/bullet: Enabler: Connectivity is a key enabler of revolutionary capabilities of digital transformations...", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.8, "extraction": { "at": "2026-07-16 21:17:56.869371+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 15, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Table data", "slug": "table-data", "status": "active", "bestFor": null, "canonId": "019dd9e1-4fab-7168-a82f-b847350a006d", "version": 1, "bodyDocId": null, "description": "Tabular layouts of structured data.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "dd4eccba-4310-4ef8-8bf9-96d49f2dd405", "evidence": "table/data: Industry affected vs Implications from technology trend", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 21:17:56.94069+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 16, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "7a76f21d-51e3-4610-a85a-f2e4cf7ed235", "evidence": "list/bullet: Automotive and assembly: Volkswagen (5G private networks), Michelin (LPWAN for inventory), Bosch (5G private network).", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.8, "extraction": { "at": "2026-07-16 21:17:57.014425+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 17, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "f8e1cc05-3ea1-4614-afd4-e926000258e1", "evidence": "list/bullet: How will satellite constellations shift the balance of bandwidth from terrestrial connectivity to space-to-Earth connectivity?", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.8, "extraction": { "at": "2026-07-16 21:17:57.088529+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 18, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Slide recipe: Cover", "slug": "cover-slide", "status": "active", "bestFor": null, "canonId": "019df269-2a08-767d-9128-e7431e6fe8a3", "version": 1, "bodyDocId": "019df269-29e5-7738-b5fa-6892e5dc8e65", "description": "The first ten seconds. Build it deliberately.", "familyLabel": "slide-recipe", "categoryName": "Slide", "categorySlug": "slide" }, "agent": "designer", "layer": "slide", "agents": [ "designer" ], "matchId": "bf00354a-14e8-45f1-b090-f08eb89f4ca6", "evidence": "title/headline: McKinsey Technology Trends Outlook 2022", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 21:17:57.197513+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 20, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Table data", "slug": "table-data", "status": "active", "bestFor": null, "canonId": "019dd9e1-4fab-7168-a82f-b847350a006d", "version": 1, "bodyDocId": null, "description": "Tabular layouts of structured data.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "a40edec0-a012-48b4-a08d-189f5a9dc75b", "evidence": "table/data: Revenue increase from AI adoption, by function; Cost decrease from AI adoption, by function", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 21:17:57.379612+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 24, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Data-Ink Ratio", "slug": "data-ink-ratio", "status": "active", "bestFor": null, "canonId": "019dd956-afc8-70da-b378-92834d36fde6", "version": 1, "bodyDocId": null, "description": "Maximize data, minimize non-data ink - remove chartjunk and decoration", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Designer", "layer": "slide", "agents": [ "Designer" ], "matchId": "4ccc7ecb-e3f4-45c5-bd16-9b034bd32a09", "evidence": "Heatmap table of AI adoption percentages by industry and function", "pageRefs": null, "priority": "Core", "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 21:18:09.43708+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 26, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Table data", "slug": "table-data", "status": "active", "bestFor": null, "canonId": "019dd9e1-4fab-7168-a82f-b847350a006d", "version": 1, "bodyDocId": null, "description": "Tabular layouts of structured data.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "c05780a1-aaf7-49b2-b81a-b1103aa364d0", "evidence": "Use case, Technology, Function, Relevant industries, Description, Benefits", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 21:18:09.576091+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 29, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Slide recipe: Cover", "slug": "cover-slide", "status": "active", "bestFor": null, "canonId": "019df269-2a08-767d-9128-e7431e6fe8a3", "version": 1, "bodyDocId": "019df269-29e5-7738-b5fa-6892e5dc8e65", "description": "The first ten seconds. Build it deliberately.", "familyLabel": "slide-recipe", "categoryName": "Slide", "categorySlug": "slide" }, "agent": "designer", "layer": "slide", "agents": [ "designer" ], "matchId": "8897a614-ee40-4c4c-a0cf-1050f2182e8c", "evidence": "McKinsey Technology Trends Outlook 2022", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 21:18:09.744332+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 33, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "2x2 matrix", "slug": "matrix-2x2", "status": "active", "bestFor": null, "canonId": "019dd9e1-50ab-72d1-8afb-3ab0a38e32a8", "version": 1, "bodyDocId": null, "description": "BCG matrix, importance/urgency, any axes-and-quadrants frame.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "79b4ed42-5fab-4973-a47a-b7156840d7ef", "evidence": "Matrix of compute locations (Device, Remote, Branch, Enterprise, Telecom/MEC, Cloud) mapped against compute locations and use cases.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.5, "extraction": { "at": "2026-07-16 21:18:09.810238+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 34, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Action Titles", "slug": "action-titles", "status": "active", "bestFor": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.", "canonId": "019dd956-ac70-700b-a608-ba58e78f5dcc", "version": 1, "bodyDocId": "816dad3c-9983-41c1-a86e-978ebd582841", "description": "The McKinsey-bred discipline of writing every slide title as a complete declarative sentence with a verb and an insight, not a topic label. Each title is a sub-claim that ladders up to the deck's governing thought; read in sequence, the titles reconstruct the executive summary.", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Architect", "layer": "slide", "agents": [ "Architect" ], "matchId": "e704d0c6-6f45-49bf-acc0-35beb9e71eea", "evidence": "Edge computing might soon become an operational necessity for many organizations", "pageRefs": null, "priority": "Core", "whenToUse": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.", "confidence": 0.7, "extraction": { "at": "2026-07-16 21:18:09.912166+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 36, "whyItWorks": "Solves two failure modes at once. (1) The buried claim: action titles place the conclusion on the page before any analysis is read, so a busy reader doesn't reverse-engineer it from the chart. (2) The spineless deck: because each title is a claim, slides have to ladder up to the governing thought; logical gaps become visible as topic-shaped titles in a sequence that no longer reads as a story.", "antipattern": "Topic labels disguised as titles — Volume by quarter, Key findings, Pricing strategy, Margins have been impacted. No verb, or a passive verb with no agent, or a fact (Revenue grew 12%) without the so-what. Also: titles that overreach the chart's evidence, multi-claim X-grew-but-Y-fell welded titles, and mechanical repetition of the same X-drove-Y template across the deck.", "cardinality": null, "narrativePurpose": "Forces the deck to carry its argument in the title bar so a senior reader can extract the recommendation without opening a single slide; converts a binder of topics into a navigable pyramid where every slide is a node defending the apex." }, { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "9240e878-8d47-466d-8956-9619dd840856", "evidence": "list/bullet: Network service improvements; New services unlocked by improved quality of experience", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 21:17:57.312746+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 38, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "0a67d8bb-b00c-4822-8951-a1fa90ea0bd1", "evidence": "list/bullet: Data latency: Edge will enable use cases that had been challenging to implement effectively, due to data latency (eg, cloud gaming, smart factories, autonomous vehicles)", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 21:17:57.384746+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 39, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Table data", "slug": "table-data", "status": "active", "bestFor": null, "canonId": "019dd9e1-4fab-7168-a82f-b847350a006d", "version": 1, "bodyDocId": null, "description": "Tabular layouts of structured data.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "163e0824-5be5-4acb-b2ea-b8525c82850d", "evidence": "table/data: Industry affected vs Implications of technology trend", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.8, "extraction": { "at": "2026-07-16 21:17:57.450055+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 40, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Table data", "slug": "table-data", "status": "active", "bestFor": null, "canonId": "019dd9e1-4fab-7168-a82f-b847350a006d", "version": 1, "bodyDocId": null, "description": "Tabular layouts of structured data.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "61eaa008-42b1-4774-a2bc-aa864092a36e", "evidence": "table/data: Industry affected vs Implications of technology trend", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.8, "extraction": { "at": "2026-07-16 21:17:57.51611+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 41, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Table data", "slug": "table-data", "status": "active", "bestFor": null, "canonId": "019dd9e1-4fab-7168-a82f-b847350a006d", "version": 1, "bodyDocId": null, "description": "Tabular layouts of structured data.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "92b0f64f-641a-4763-8893-a3c6e3ee6f3b", "evidence": "table/data: Industry: Telecommunications, Case: AT&T... | Industry: Automotive and assembly, Case: Tesla... | Industry: Retail, Case: Walmart...", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.8, "extraction": { "at": "2026-07-16 21:17:57.585173+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 42, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "81e6b783-c745-401e-86fc-9fad5c2cbdea", "evidence": "list/bullet: 1. Impact of edge computing: Will edge truly be more disruptive than cloud? 2. Outlook: Will hyperscale cloud providers win the edge race? 3. Security vulnerabilities: Will the increase in number of storage", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 21:17:57.654717+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 43, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "27c0b32f-b167-4568-8d64-39faacb989dd", "evidence": "list/bullet: Knowledge center Cloud Insights Related reading New demand, new markets: What edge computing means for hardware companies", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 21:17:57.722811+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 44, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Slide recipe: Cover", "slug": "cover-slide", "status": "active", "bestFor": null, "canonId": "019df269-2a08-767d-9128-e7431e6fe8a3", "version": 1, "bodyDocId": "019df269-29e5-7738-b5fa-6892e5dc8e65", "description": "The first ten seconds. Build it deliberately.", "familyLabel": "slide-recipe", "categoryName": "Slide", "categorySlug": "slide" }, "agent": "designer", "layer": "slide", "agents": [ "designer" ], "matchId": "193ed1b5-972d-4051-b449-0df287f9c25f", "evidence": "McKinsey Technology Trends Outlook 2022", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 21:17:57.79702+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 45, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "2x2 matrix", "slug": "matrix-2x2", "status": "active", "bestFor": null, "canonId": "019dd9e1-50ab-72d1-8afb-3ab0a38e32a8", "version": 1, "bodyDocId": null, "description": "BCG matrix, importance/urgency, any axes-and-quadrants frame.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "fc98309c-0229-471e-8549-e05830cb2717", "evidence": "table/data: Comparison matrix of Spatial computing, MR, AR, and VR across Technology, Description, and Experience.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.6, "extraction": { "at": "2026-07-16 21:17:57.868035+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 46, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "f636a8e6-2fb1-4263-8729-394bff301e4b", "evidence": "list/bullet: Learning and assessment; Product design and development; Enhanced situational awareness; B2C use cases (eg, gaming, fitness, retail)", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 21:17:57.939595+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 47, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "41927491-bfce-482d-84f4-a03175f02950", "evidence": "list/bullet: Augmented reality (AR) is a partly immersive experience in which users interact directly with a 3-D overlay onto the external reality in real time.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 21:17:58.040116+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 49, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "NxN matrix", "slug": "matrix-nxn", "status": "active", "bestFor": null, "canonId": "019de52d-2313-71fa-bb45-a7d1a4aae23a", "version": 1, "bodyDocId": null, "description": null, "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "860a8241-4e9c-464b-bfb7-657b3176e2dd", "evidence": "table/data: Type and Overview table for immersive technologies", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 21:17:56.913556+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 50, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "2x2 matrix", "slug": "matrix-2x2", "status": "active", "bestFor": null, "canonId": "019dd9e1-50ab-72d1-8afb-3ab0a38e32a8", "version": 1, "bodyDocId": null, "description": "BCG matrix, importance/urgency, any axes-and-quadrants frame.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "38857589-52ec-4f1e-9923-eed3b6c4e770", "evidence": "framework/instance: Maturity level matrix for AR and VR", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 21:17:56.983123+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 51, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "2x2 matrix", "slug": "matrix-2x2", "status": "active", "bestFor": null, "canonId": "019dd9e1-50ab-72d1-8afb-3ab0a38e32a8", "version": 1, "bodyDocId": null, "description": "BCG matrix, importance/urgency, any axes-and-quadrants frame.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "44e3521e-cea7-4618-aaef-0640bcce21ac", "evidence": "table/data: Industry, Education, Automotive and assembly; aerospace and defense, Retail, Healthcare systems and services.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 03:16:26.752327+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 53, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "13491036-4ae4-4b6e-ba3d-1132ad9068ed", "evidence": "list/bullet: Automotive and assembly: Porsche has shortened operational time spent on addressing issues by 40% through the use of AR headsets to simulate virtual models of problem vehicles", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.6, "extraction": { "at": "2026-07-16 21:17:57.081607+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 55, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "80567b02-eca4-404d-8940-8b05fe393613", "evidence": "list/bullet: Exposure to complex security vulnerabilities must be mitigated, as typical AR/VR applications need access to many technologies (eg, smartphones, body sensors, glasses) and may be linked with social-media acc", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.8, "extraction": { "at": "2026-07-17 03:16:26.862307+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 56, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "c7605141-8216-4ac4-99e1-c48b6efa6f8e", "evidence": "list/numbered: 1. Ways of working: Will immersive reality shift the new wave of (remote) work? 2. Scalability: Will initial ideas continue to stall at proof of concept—or begin to break through to scale? 3. Enterprise ar", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.8, "extraction": { "at": "2026-07-17 03:16:26.934011+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 57, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Slide recipe: Cover", "slug": "cover-slide", "status": "active", "bestFor": null, "canonId": "019df269-2a08-767d-9128-e7431e6fe8a3", "version": 1, "bodyDocId": "019df269-29e5-7738-b5fa-6892e5dc8e65", "description": "The first ten seconds. Build it deliberately.", "familyLabel": "slide-recipe", "categoryName": "Slide", "categorySlug": "slide" }, "agent": "designer", "layer": "slide", "agents": [ "designer" ], "matchId": "3781524c-6d01-4498-8caf-00cf42dd4792", "evidence": "type: cover", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 21:17:57.148779+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 59, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Process flow", "slug": "process-flow", "status": "active", "bestFor": null, "canonId": "019dd9e1-4dca-76bc-8135-401836a1c4c0", "version": 1, "bodyDocId": null, "description": "Workflow, steps, sequential diagram.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "454dc21a-4706-4f2f-a4a5-ce3fc3439495", "evidence": "diagram/process: ML workflow: 1. Data management, 2. Model development, 3. Model deployment, 4. Live-model operations", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 21:17:57.215557+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 60, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Problem Statement Canvas", "slug": "problem-statement-canvas", "status": "active", "bestFor": null, "canonId": "019dd956-839d-744b-ad11-9bf3e3642a18", "version": 1, "bodyDocId": null, "description": "Structured definition of the problem: What? Who? Where? When? Scale?", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Architect", "layer": "slide", "agents": [ "Architect" ], "matchId": "ca2969c6-8c03-4d47-8c47-bc1677344a2f", "evidence": "list/bullet: Difficult transition from pilots to products", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 03:16:27.040854+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 61, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Table data", "slug": "table-data", "status": "active", "bestFor": null, "canonId": "019dd9e1-4fab-7168-a82f-b847350a006d", "version": 1, "bodyDocId": null, "description": "Tabular layouts of structured data.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "a67abc8f-cb96-4b43-9920-9c00bf1852f6", "evidence": "table/data: Value levers and Impact potential within 1 year", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.8, "extraction": { "at": "2026-07-17 03:16:27.112401+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 62, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "NxN matrix", "slug": "matrix-nxn", "status": "active", "bestFor": null, "canonId": "019de52d-2313-71fa-bb45-a7d1a4aae23a", "version": 1, "bodyDocId": null, "description": null, "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "a81d063d-c963-4c8d-ae59-9d4d574c2e5e", "evidence": "Matrix of ML subprocesses and technology solutions across 4 stages", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 03:16:26.527289+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 64, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Slide recipe: Cover", "slug": "cover-slide", "status": "active", "bestFor": null, "canonId": "019df269-2a08-767d-9128-e7431e6fe8a3", "version": 1, "bodyDocId": "019df269-29e5-7738-b5fa-6892e5dc8e65", "description": "The first ten seconds. Build it deliberately.", "familyLabel": "slide-recipe", "categoryName": "Slide", "categorySlug": "slide" }, "agent": "designer", "layer": "slide", "agents": [ "designer" ], "matchId": "d7867842-74a3-48f8-87ff-83a7387f8bd0", "evidence": "McKinsey Technology Trends Outlook 2022", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-17 03:16:26.86081+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 71, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Before-After-Bridge", "slug": "before-after-bridge", "status": "active", "bestFor": null, "canonId": "019dd956-8604-7188-883f-42370288ad05", "version": 1, "bodyDocId": null, "description": "Narrative structure: Paint the before, show the after, explain the bridge", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "327e221b-be42-429b-96bf-4df4527cb0d1", "evidence": "From manual, time-intensive workflows and techniques ... to automated, simplified, and faster development techniques", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.6, "extraction": { "at": "2026-07-16 21:17:58.123812+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 74, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Comparison frame", "slug": "comparison-frame", "status": "active", "bestFor": null, "canonId": "019dd9e1-484b-7399-a4fc-d14644b99f93", "version": 1, "bodyDocId": null, "description": "Two or more states/subjects placed side by side to expose a gap.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "40e5e299-4296-4e55-9e02-12c19bd227da", "evidence": "Comparison of manual and automated development techniques", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 21:17:58.090734+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 74, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "2x2 matrix", "slug": "matrix-2x2", "status": "active", "bestFor": null, "canonId": "019dd9e1-50ab-72d1-8afb-3ab0a38e32a8", "version": 1, "bodyDocId": null, "description": "BCG matrix, importance/urgency, any axes-and-quadrants frame.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "fba3dd27-47e7-4868-9544-36c39a06fff0", "evidence": "Framework/instance: 1. Planning and analysis, 2. Architecture design, 3. Development and coding, 4. Testing, 5. Deployment and maintenance", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.5, "extraction": { "at": "2026-07-16 21:17:58.193798+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 75, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Issue Tree", "slug": "issue-tree", "status": "active", "bestFor": null, "canonId": "019dd956-82e3-775d-a2b6-318154564b53", "version": 1, "bodyDocId": null, "description": "Breaking down a problem into component parts systematically", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Architect", "layer": "slide", "agents": [ "Architect" ], "matchId": "5df0f475-401b-4266-9d7f-ae4b2c7ac520", "evidence": "List/bullet points for uncertainties and risks", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.6, "extraction": { "at": "2026-07-16 21:17:58.326643+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 78, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "88b3d8ab-6224-42a7-af40-42198257738b", "evidence": "List/numbered points for topics of debate", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 21:17:58.392949+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 79, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Slide recipe: Cover", "slug": "cover-slide", "status": "active", "bestFor": null, "canonId": "019df269-2a08-767d-9128-e7431e6fe8a3", "version": 1, "bodyDocId": "019df269-29e5-7738-b5fa-6892e5dc8e65", "description": "The first ten seconds. Build it deliberately.", "familyLabel": "slide-recipe", "categoryName": "Slide", "categorySlug": "slide" }, "agent": "designer", "layer": "slide", "agents": [ "designer" ], "matchId": "236e476c-b227-4152-9ff6-0175b3a84aae", "evidence": "McKinsey Technology Trends Outlook 2022: Quantum technologies", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 21:17:58.492532+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 81, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "0e31e01e-f6c7-41ed-a53e-cd530f8434de", "evidence": "List/bullet points for applications of quantum communications", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.6, "extraction": { "at": "2026-07-16 21:17:58.660263+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 85, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "b281991d-046b-451d-81a9-839f9e70d0d9", "evidence": "The slide contains a list/bullet points with text.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 21:18:38.095688+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 86, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "cc11f2d8-44ef-4da3-b2cd-285f8582a409", "evidence": "The slide contains a list/bullet points with text.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 21:18:38.165233+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 87, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Table data", "slug": "table-data", "status": "active", "bestFor": null, "canonId": "019dd9e1-4fab-7168-a82f-b847350a006d", "version": 1, "bodyDocId": null, "description": "Tabular layouts of structured data.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "1b9d8c3d-4fb3-4e08-94f3-2496f667a465", "evidence": "The slide contains a table/data with text.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 21:18:38.237311+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 88, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Table data", "slug": "table-data", "status": "active", "bestFor": null, "canonId": "019dd9e1-4fab-7168-a82f-b847350a006d", "version": 1, "bodyDocId": null, "description": "Tabular layouts of structured data.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "f37539f1-874a-4ab1-9519-239c7eeb8274", "evidence": "The slide contains a table/data with text.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 21:18:38.332179+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 89, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "082ccfae-93a3-41a1-ac07-dee2fe60f2c2", "evidence": "The slide contains a list/bullet points with text.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 21:18:38.399563+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 90, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "52044620-2721-4a19-ba62-f19118343274", "evidence": "The slide contains a list/bullet points with text.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 21:18:38.488437+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 91, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "3600eb69-992c-493c-a210-977f3158a156", "evidence": "The slide contains a list/bullet points with text.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 21:18:38.582314+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 92, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Slide recipe: Cover", "slug": "cover-slide", "status": "active", "bestFor": null, "canonId": "019df269-2a08-767d-9128-e7431e6fe8a3", "version": 1, "bodyDocId": "019df269-29e5-7738-b5fa-6892e5dc8e65", "description": "The first ten seconds. Build it deliberately.", "familyLabel": "slide-recipe", "categoryName": "Slide", "categorySlug": "slide" }, "agent": "designer", "layer": "slide", "agents": [ "designer" ], "matchId": "cc34ba77-8e79-42c8-b3fc-5fb3cfae116e", "evidence": "McKinsey Technology Trends Outlook 2022: Trust architectures and digital identity", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-17 03:16:27.06919+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 94, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "a805f2a1-5d42-4ad6-a7a1-09ec913204af", "evidence": "The slide contains a list/bullet points with text.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 21:18:38.652181+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 95, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "8d7a9272-3107-4774-a2b7-3281f8319569", "evidence": "The slide contains a list/bullet points with text.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 21:18:38.720182+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 96, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Before-After-Bridge", "slug": "before-after-bridge", "status": "active", "bestFor": null, "canonId": "019dd956-8604-7188-883f-42370288ad05", "version": 1, "bodyDocId": null, "description": "Narrative structure: Paint the before, show the after, explain the bridge", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "fac06804-6ad0-421b-b2a4-f6116863b175", "evidence": "list/bullet: Increasing opportunities ... Exponential potential for stacked wins, Increased speed of digitization, High potential-market-value advantage, Better ability to engage in risk reduction", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.6, "extraction": { "at": "2026-07-17 03:16:19.613507+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 97, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Problem-Agitate-Solve (PAS)", "slug": "problem-agitate-solve-pas", "status": "active", "bestFor": null, "canonId": "019dd956-869f-7564-8d42-de54ed29ab90", "version": 1, "bodyDocId": null, "description": "Identify problem, agitate the pain, present the solution", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "e3eff5c7-32dc-4265-9d8f-317fcff06166", "evidence": "list/bullet: ... in a landscape of complications and pitfalls ... Increasingly aggressive regulatory scrutiny, Heavy reliance on legacy governance, Hard-to-understand AI algorithms, Growing scrutiny, Increasing global un", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 03:16:19.579493+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 97, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "AIDA Model", "slug": "aida-model", "status": "active", "bestFor": null, "canonId": "019dd956-86fc-773c-813f-d416714b8413", "version": 1, "bodyDocId": null, "description": "Attention, Interest, Desire, Action - classic persuasion sequence", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "b4626e07-636b-4ada-87bd-73cf1ae7690a", "evidence": "The slide presents a clear attention-grabbing headline, interest-piquing data points, and a call to action to learn more, following the AIDA model (Attention, Interest, Desire, Action)", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 21:17:59.464432+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 110, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "2x2 matrix", "slug": "matrix-2x2", "status": "active", "bestFor": null, "canonId": "019dd9e1-50ab-72d1-8afb-3ab0a38e32a8", "version": 1, "bodyDocId": null, "description": "BCG matrix, importance/urgency, any axes-and-quadrants frame.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "e3d83476-1b67-4ae3-9da8-10721eb9cb50", "evidence": "The slide features a grid diagram showing Web3 applications and use cases, which can be interpreted as a 2x2 matrix", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.8, "extraction": { "at": "2026-07-16 21:17:59.534545+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 111, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "bc3fa617-7c03-4df8-b21c-8612ea395508", "evidence": "The slide presents information in a list/bullet format, making it easy to scan and understand", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 21:17:59.60165+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 112, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Problem-Agitate-Solve (PAS)", "slug": "problem-agitate-solve-pas", "status": "active", "bestFor": null, "canonId": "019dd956-869f-7564-8d42-de54ed29ab90", "version": 1, "bodyDocId": null, "description": "Identify problem, agitate the pain, present the solution", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "c624092f-119b-4ad5-a79b-0571917f94ad", "evidence": "The slide highlights problems in the gaming industry and presents Web3 as a potential solution", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.6, "extraction": { "at": "2026-07-16 21:17:59.668793+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 113, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Before-After-Bridge", "slug": "before-after-bridge", "status": "active", "bestFor": null, "canonId": "019dd956-8604-7188-883f-42370288ad05", "version": 1, "bodyDocId": null, "description": "Narrative structure: Paint the before, show the after, explain the bridge", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "5090f993-0ace-4b48-838d-c19a6c13f5a7", "evidence": "The slide describes a potential future state for retail with Web3, implying a before-after scenario", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.6, "extraction": { "at": "2026-07-16 21:17:59.740588+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 114, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Analytical method", "slug": "analytical-method", "status": "active", "bestFor": null, "canonId": "b42c4911-7946-49b5-951c-5f3d23f4e2bd", "version": 1, "bodyDocId": null, "description": "Diagnostic / structuring methods (5-whys, fishbone, issue tree, hypothesis-driven).", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "f693f95f-61a3-4b9f-9022-ce630817328f", "evidence": "The slide presents a detailed analysis of Web3's potential impact on financial services, including benefits and risks", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 21:17:59.809655+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 115, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Issue Tree", "slug": "issue-tree", "status": "active", "bestFor": null, "canonId": "019dd956-82e3-775d-a2b6-318154564b53", "version": 1, "bodyDocId": null, "description": "Breaking down a problem into component parts systematically", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Architect", "layer": "slide", "agents": [ "Architect" ], "matchId": "e6860121-1df2-4666-95b6-263b8565f7e2", "evidence": "The slide presents a list of uncertainties and risks associated with Web3 adoption, which can be seen as an issue tree", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.6, "extraction": { "at": "2026-07-16 21:17:59.877355+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 116, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Venn diagram", "slug": "venn-diagram", "status": "active", "bestFor": null, "canonId": "019de52d-1f53-7290-96c8-79388c95fc17", "version": 1, "bodyDocId": null, "description": null, "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "a3e24ff6-4493-46c9-af22-b0fbcef326a9", "evidence": "The slide features a Venn diagram showing three areas of focus for leaders: Explore, Partner, and Upskill", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 21:17:59.944083+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 117, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Table data", "slug": "table-data", "status": "active", "bestFor": null, "canonId": "019dd9e1-4fab-7168-a82f-b847350a006d", "version": 1, "bodyDocId": null, "description": "Tabular layouts of structured data.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "73ac9635-8de6-4bf4-885f-dafdd04f1b20", "evidence": "The slide presents a table with data on industry players leveraging Web3 with impact", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 21:18:00.012488+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 118, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Slide recipe: Cover", "slug": "cover-slide", "status": "active", "bestFor": null, "canonId": "019df269-2a08-767d-9128-e7431e6fe8a3", "version": 1, "bodyDocId": "019df269-29e5-7738-b5fa-6892e5dc8e65", "description": "The first ten seconds. Build it deliberately.", "familyLabel": "slide-recipe", "categoryName": "Slide", "categorySlug": "slide" }, "agent": "designer", "layer": "slide", "agents": [ "designer" ], "matchId": "11c16b1f-c029-4c27-bb5b-0cd413c302b3", "evidence": "image/logo: McKinsey & Company", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-17 03:16:19.751665+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 121, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Slide recipe: Cover", "slug": "cover-slide", "status": "active", "bestFor": null, "canonId": "019df269-2a08-767d-9128-e7431e6fe8a3", "version": 1, "bodyDocId": "019df269-29e5-7738-b5fa-6892e5dc8e65", "description": "The first ten seconds. Build it deliberately.", "familyLabel": "slide-recipe", "categoryName": "Slide", "categorySlug": "slide" }, "agent": "designer", "layer": "slide", "agents": [ "designer" ], "matchId": "df8b9186-8682-45ba-8be8-97fab2e7f45d", "evidence": "This slide has a title, subtitle, logo, and date, which are typical components of a cover slide.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 21:18:00.459351+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 123, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Audience Definition", "slug": "audience-definition", "status": "active", "bestFor": null, "canonId": "019dd956-7f2a-775d-aeee-ff099bcb7756", "version": 1, "bodyDocId": null, "description": "Six key questions: Who are they? What do they know? What do they believe? What do they care about? What do they fear? What decisions can they make?", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "1df62e4e-0de9-4c3c-b272-fd1a4e7c565a", "evidence": "The slide asks 'What is the trend about?' which implies defining the topic for the audience.", "pageRefs": null, "priority": "Core", "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 21:18:00.53148+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 124, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Problem-Agitate-Solve (PAS)", "slug": "problem-agitate-solve-pas", "status": "active", "bestFor": null, "canonId": "019dd956-869f-7564-8d42-de54ed29ab90", "version": 1, "bodyDocId": null, "description": "Identify problem, agitate the pain, present the solution", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "21ce9275-3c15-4a88-8a95-68c647519c4f", "evidence": "The slide presents a problem (why leaders should pay attention) and agitates it with potential impacts.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.5, "extraction": { "at": "2026-07-16 21:18:00.603117+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 125, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Comparison frame", "slug": "comparison-frame", "status": "active", "bestFor": null, "canonId": "019dd9e1-484b-7399-a4fc-d14644b99f93", "version": 1, "bodyDocId": null, "description": "Two or more states/subjects placed side by side to expose a gap.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "61e599cb-5df3-43b1-9090-17d86541a2f0", "evidence": "The slide presents a comparison table with benefits and risks.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 21:18:00.916234+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 132, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Slide recipe: Cover", "slug": "cover-slide", "status": "active", "bestFor": null, "canonId": "019df269-2a08-767d-9128-e7431e6fe8a3", "version": 1, "bodyDocId": "019df269-29e5-7738-b5fa-6892e5dc8e65", "description": "The first ten seconds. Build it deliberately.", "familyLabel": "slide-recipe", "categoryName": "Slide", "categorySlug": "slide" }, "agent": "designer", "layer": "slide", "agents": [ "designer" ], "matchId": "7e1d0c4d-c927-47df-b414-724f435a7ac0", "evidence": "title/headline: McKinsey Technology Trends Outlook 2022", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-17 03:16:19.860313+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 135, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "AIDA Model", "slug": "aida-model", "status": "active", "bestFor": null, "canonId": "019dd956-86fc-773c-813f-d416714b8413", "version": 1, "bodyDocId": null, "description": "Attention, Interest, Desire, Action - classic persuasion sequence", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "76e912e9-8a73-4231-8568-5f4208b37014", "evidence": "callout: The clean-energy future is a trend toward energy solutions that help achieve net-zero emissions across the energy value chain, from power generation or production to storage to distribution.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.6, "extraction": { "at": "2026-07-17 03:16:19.933526+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 136, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "9ea875df-85c3-4548-af5f-67f902715d14", "evidence": "list/bullet: Power storage: Energy storage, Battery technologies, battery recycling/second use, long-term storage, gravity-based storage, etc", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 03:16:20.006365+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 137, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Big Idea Formula", "slug": "big-idea-formula", "status": "active", "bestFor": "Any narrative-driven persuasive deck whose job is to move the audience: keynotes, fundraising pitches, capital-allocation board asks, all-hands behaviour-change talks, conference talks meant to shift mental models. Use it before structuring; pair with Pyramid when the deck must also withstand line-by-line scrutiny.", "canonId": "019dd956-7dd1-74d7-9866-ffdef19ecfbf", "version": 1, "bodyDocId": "c30d7484-69e0-4e21-82cf-20fa0966869e", "description": "Nancy Duarte's articulation of how to frame a presentation's central message: the speaker's unique point of view plus what's at stake for the audience, expressed as one complete declarative sentence. The narrative-driven counterpart to Minto's analytical governing thought.", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "5ea4823f-1bb0-4a85-8b59-3551346096a4", "evidence": "paragraph/paragraph: Annual capital spending required in 2031-35 for the net-zero transition: $1.2 trillion in power generation, $1 trillion in the power grid, and $200 billion in energy storage in the NGFS Net Zero 2050", "pageRefs": null, "priority": "Core", "whenToUse": "Any narrative-driven persuasive deck whose job is to move the audience: keynotes, fundraising pitches, capital-allocation board asks, all-hands behaviour-change talks, conference talks meant to shift mental models. Use it before structuring; pair with Pyramid when the deck must also withstand line-by-line scrutiny.", "confidence": 0.7, "extraction": { "at": "2026-07-17 03:16:20.081122+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 138, "whyItWorks": "Solves the topic-not-thesis trap and the stake-less recommendation trap simultaneously. A single declarative sentence with a verb forces the speaker's stance into the room; routing the consequence through the word 'you' translates internal urgency into the audience's currency. The result is short enough to be repeated after the meeting — and that repetition is the persuasion mechanism.", "antipattern": "A topic dressed as a thesis ('Sustainability Roadmap 2026'), a stake attached to the speaker rather than the audience, two ideas spliced with 'and', abstract verbs (leverage / unlock / empower) that survive deletion, or writing the Big Idea after the deck is already built so the slides don't actually defend it.", "cardinality": null, "narrativePurpose": "Forces the deck to commit to a single declarative thesis before slide one — a sentence that names the speaker's stance and routes a consequence through the audience's currency. Acts as the filter every slide, anecdote, and chart must ladder up to." }, { "tool": { "name": "2x2 matrix", "slug": "matrix-2x2", "status": "active", "bestFor": null, "canonId": "019dd9e1-50ab-72d1-8afb-3ab0a38e32a8", "version": 1, "bodyDocId": null, "description": "BCG matrix, importance/urgency, any axes-and-quadrants frame.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "b93b9cdd-c4b1-45c4-801c-8b309b5caa61", "evidence": "list/bullet: Renewable energy, Sustainable fuels, Nuclear fusion, Energy storage, Energy storage", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.5, "extraction": { "at": "2026-07-17 03:16:20.154242+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 139, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "588d07ea-988e-42be-b213-989e6243a248", "evidence": "list/bullet: Solar photovoltaics (PV): Maturity in tech has driven down costs below costs of traditional fossil fuels. Advancements in 3rd-generation solar PVs are primarily manipulating semiconducting materials.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 03:16:20.226292+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 140, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "b0d17e7a-c190-4f91-b8b5-cb28a3f2260a", "evidence": "list/bullet: EV-charging infrastructure (EVCI): Extensive networks of stations boost the accessibility and speed of recharging EV batteries. EVCI hardware includes grid and site electrical upgrades, on-site energy storag", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 03:16:20.297242+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 141, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "SCQA Framework", "slug": "scqa-framework", "status": "active", "bestFor": null, "canonId": "019dd956-7bcb-763f-bdf6-1dfedf3bd36c", "version": 1, "bodyDocId": "019df22a-a0b0-719e-937e-2ac31e53d32c", "description": "Situation, Complication, Question, Answer - structured problem framing", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Architect", "layer": "slide", "agents": [ "Architect" ], "matchId": "9b00d6a7-0cb8-4a79-a331-83826dbd6dea", "evidence": "The slide presents a clear Situation (What disruptions could renewable energy enable), Complication (in the electric power, natural gas, and utilities industry), and Answer (Key disruptions enabled) following the SCQA framework.", "pageRefs": null, "priority": "Core", "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 03:16:19.713345+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 142, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "SCQA Framework", "slug": "scqa-framework", "status": "active", "bestFor": null, "canonId": "019dd956-7bcb-763f-bdf6-1dfedf3bd36c", "version": 1, "bodyDocId": "019df22a-a0b0-719e-937e-2ac31e53d32c", "description": "Situation, Complication, Question, Answer - structured problem framing", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Architect", "layer": "slide", "agents": [ "Architect" ], "matchId": "c6ea6550-cc4a-42dc-947e-fa9cc392e03c", "evidence": "The slide presents a clear Situation (What disruptions could hydrogen enable), Complication (in the electric power, natural gas, and utilities industry), and Answer (Key disruptions enabled) following the SCQA framework.", "pageRefs": null, "priority": "Core", "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 03:16:19.798212+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 143, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Audience Definition", "slug": "audience-definition", "status": "active", "bestFor": null, "canonId": "019dd956-7f2a-775d-aeee-ff099bcb7756", "version": 1, "bodyDocId": null, "description": "Six key questions: Who are they? What do they know? What do they believe? What do they care about? What do they fear? What decisions can they make?", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "98492377-e4b2-4a36-aeb1-cb58973a2d2e", "evidence": "The slide mentions 'industries most affected by the trend', implying consideration of the audience and their needs.", "pageRefs": null, "priority": "Core", "whenToUse": null, "confidence": 0.5, "extraction": { "at": "2026-07-17 03:16:19.882307+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 144, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "8a426af3-edd9-4140-a7dc-1e695c16ba83", "evidence": "The slide contains a list of bullet points, e.g., 'Energy storage/smart grids: Long-duration storage R&D, smart grid integration, deployment challenges.'", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 21:18:12.085637+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 146, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "2x2 matrix", "slug": "matrix-2x2", "status": "active", "bestFor": null, "canonId": "019dd9e1-50ab-72d1-8afb-3ab0a38e32a8", "version": 1, "bodyDocId": null, "description": "BCG matrix, importance/urgency, any axes-and-quadrants frame.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "0c867a58-4562-4596-a613-653202f2036d", "evidence": "The slide contains a 'Matrix comparing supportive and opposing views across three debate topics: renewable technology, 100% renewable feasibility, and clean tech market growth.'", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 21:18:12.155952+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 147, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "7eda6a02-9152-442d-8da8-44627f32ba87", "evidence": "The slide contains a list of bullet points, e.g., 'Related reading: Global energy perspective 2022, The net-zero transition: What it would cost, what it could bring'}", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 21:18:12.221891+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 148, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Slide recipe: Cover", "slug": "cover-slide", "status": "active", "bestFor": null, "canonId": "019df269-2a08-767d-9128-e7431e6fe8a3", "version": 1, "bodyDocId": "019df269-29e5-7738-b5fa-6892e5dc8e65", "description": "The first ten seconds. Build it deliberately.", "familyLabel": "slide-recipe", "categoryName": "Slide", "categorySlug": "slide" }, "agent": "designer", "layer": "slide", "agents": [ "designer" ], "matchId": "538898b6-f0b1-4953-b638-8a17f0e6aa65", "evidence": "The slide is a cover slide with a title, logo, and subtitle", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 21:18:12.291562+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 149, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Audience Definition", "slug": "audience-definition", "status": "active", "bestFor": null, "canonId": "019dd956-7f2a-775d-aeee-ff099bcb7756", "version": 1, "bodyDocId": null, "description": "Six key questions: Who are they? What do they know? What do they believe? What do they care about? What do they fear? What decisions can they make?", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "dadeb608-77e8-48ce-887a-e725b4f68515", "evidence": "The slide mentions 'Mobility is undergoing its \"second great inflection point\"—a shift toward autonomous, connected, electric, and smart (ACES) technologies.'", "pageRefs": null, "priority": "Core", "whenToUse": null, "confidence": 0.5, "extraction": { "at": "2026-07-16 21:18:12.357394+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 150, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "2x2 matrix", "slug": "matrix-2x2", "status": "active", "bestFor": null, "canonId": "019dd9e1-50ab-72d1-8afb-3ab0a38e32a8", "version": 1, "bodyDocId": null, "description": "BCG matrix, importance/urgency, any axes-and-quadrants frame.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "bd3f66b2-4622-4fff-b653-6ec728d130a1", "evidence": "The slide contains a framework/instance: ACES", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 21:18:12.456513+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 152, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Slide recipe: Cover", "slug": "cover-slide", "status": "active", "bestFor": null, "canonId": "019df269-2a08-767d-9128-e7431e6fe8a3", "version": 1, "bodyDocId": "019df269-29e5-7738-b5fa-6892e5dc8e65", "description": "The first ten seconds. Build it deliberately.", "familyLabel": "slide-recipe", "categoryName": "Slide", "categorySlug": "slide" }, "agent": "designer", "layer": "slide", "agents": [ "designer" ], "matchId": "f4f1f92e-b53f-4f90-9333-8065910b353d", "evidence": "The slide is titled 'McKinsey Technology Trends Outlook 2022: Future of space technologies' and includes a title, subtitle, image/illustration, and logo.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 21:18:09.040195+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 162, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Chart Selection Guide", "slug": "chart-selection-guide", "status": "active", "bestFor": null, "canonId": "019dd956-b1a0-700b-ba17-0e16c4d5bcae", "version": 1, "bodyDocId": null, "description": "Choosing the right chart type for your data and message", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Designer", "layer": "slide", "agents": [ "Designer" ], "matchId": "ee6b46f4-88a6-413b-871c-b3f3bbebc9c1", "evidence": "The slide includes a scatter chart with two metrics: 'Cost per kg to low-Earth orbit (LEO), $ thousand' and 'Cost per gigabit, $ million'.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 21:18:09.106982+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 163, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "536eda93-a30b-48a5-8417-ec3ab76638c4", "evidence": "The slide contains a list of bullet points with case examples of companies that have successfully created impact with space technologies.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 21:18:17.15626+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 170, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "3fb8f909-a425-4311-b7d3-ad0c3e43926a", "evidence": "The slide contains a list of numbered points discussing topics of debate related to the trend of space technologies.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 21:18:17.25496+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 172, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "8918a30a-21f2-4a5a-a507-4ced1a2a2d99", "evidence": "The slide contains a list of bullet points describing the tech trend of sustainable consumption.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 21:18:17.388804+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 175, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "59648f26-4ac3-4a29-89de-56fd0bca8b3c", "evidence": "The slide contains a list of bullet points describing noteworthy technologies related to sustainable consumption.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 21:18:17.487715+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 177, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Table data", "slug": "table-data", "status": "active", "bestFor": null, "canonId": "019dd9e1-4fab-7168-a82f-b847350a006d", "version": 1, "bodyDocId": null, "description": "Tabular layouts of structured data.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "44597cc5-aa25-40a9-a432-5b0068bdeab4", "evidence": "The slide contains a table with data on industries affected by the trend of sustainable consumption.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 21:18:17.555202+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 178, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Table data", "slug": "table-data", "status": "active", "bestFor": null, "canonId": "019dd9e1-4fab-7168-a82f-b847350a006d", "version": 1, "bodyDocId": null, "description": "Tabular layouts of structured data.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "7de76ed2-abdb-40ea-9404-60b75c06b8ae", "evidence": "The slide contains a table with data on industries that could be most affected in the long term by the trend of sustainable consumption.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 21:18:17.622109+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 179, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [ { "matchId": "41ed7ceb-4801-448d-a9e9-49665d5b2c81", "evidence": "The slide uses a grid-based color-coded matrix to visualize relationships between two categorical variables.", "framework": null, "confidence": 1, "extraction": { "at": "2026-05-02 19:18:27.297+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 5, "frameworkName": "heatmap-matrix" }, { "matchId": "ed0851f6-18b2-448d-9fc9-731bf501a11b", "evidence": "Visual reference to The Creation of Adam to represent human-AI connection.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 19:18:26.951+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 8, "frameworkName": "metaphor-analogy" }, { "matchId": "1a6eb8b1-370a-4ea9-a317-d0dd554ee542", "evidence": "Categorization of technologies across a spectrum of connectivity types.", "framework": null, "confidence": 0.8, "extraction": { "at": "2026-05-02 19:18:25.884+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 10, "frameworkName": "mapping" }, { "matchId": "92cbb383-b1ab-423a-a4bb-02c757df749f", "evidence": "The slide uses a structured list to present multiple case studies.", "framework": null, "confidence": 0.8, "extraction": { "at": "2026-05-02 19:18:25.785+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 17, "frameworkName": "list-presentation" }, { "matchId": "312fafb6-366b-4e17-87b8-5497830e684e", "evidence": "The slide uses a nested circle diagram to illustrate the hierarchy of AI technologies.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 19:18:27.794+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 25, "frameworkName": "nested-circles" }, { "matchId": "e94fa5b3-e7ac-4574-8ee3-6aa703f4f863", "evidence": "Categorization of edge computing locations and use cases in a structured grid.", "framework": null, "confidence": 0.8, "extraction": { "at": "2026-05-02 19:18:28.461+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 34, "frameworkName": "mapping" }, { "matchId": "e287f596-5806-489a-945f-0360111aeaf3", "evidence": "The slide uses a structured list of four key drivers to present information.", "framework": null, "confidence": 0.8, "extraction": { "at": "2026-05-02 19:18:30.718+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 36, "frameworkName": "list-presentation" }, { "matchId": "d059d27c-d389-4ac5-9cb3-086b0d82ea54", "evidence": "The slide explicitly contrasts 'From multi-cloud-based centralized computation' with '...to hybrid computation with edge and cloud'.", "framework": null, "confidence": 1, "extraction": { "at": "2026-05-02 19:18:29.13+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 37, "frameworkName": "before-after-framing" }, { "matchId": "40dc8f29-7ab2-4aa3-89a7-a72449c20427", "evidence": "The slide explicitly divides disruptions into two broad categories.", "framework": null, "confidence": 0.8, "extraction": { "at": "2026-05-02 19:18:28.939+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 38, "frameworkName": "categorization" }, { "matchId": "8090d248-47f0-4b9f-8322-eb2d1a418a5a", "evidence": "The slide uses a structured table to compare four distinct technologies across three attributes.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 19:18:30.054+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 46, "frameworkName": "Comparison Matrix" }, { "matchId": "a637e7d7-8600-45ec-8443-2f8feeb5cfbd", "evidence": "The slide maps technology evolution across three distinct time horizons (near, medium, long term).", "framework": null, "confidence": 1, "extraction": { "at": "2026-05-02 19:18:30.833+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 51, "frameworkName": "maturity-model" }, { "matchId": "1bc8df55-3ee9-44c4-a21c-078779424188", "evidence": "The slide depicts the ML lifecycle as a sequential process flow.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 19:18:32.562+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 60, "frameworkName": "process" }, { "matchId": "93b737c3-2ea1-4810-a12f-8d51ba00bdaa", "evidence": "The slide explicitly structures content as 'From' vs 'To' to highlight the value proposition of the new technology.", "framework": null, "confidence": 1, "extraction": { "at": "2026-05-02 19:18:32.693+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 63, "frameworkName": "before-after-framing" }, { "matchId": "2033983e-006d-44b1-a63c-f02b5634c15d", "evidence": "The slide maps the ML workflow as a sequential 4-step process.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 19:18:31.93+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 64, "frameworkName": "process" }, { "matchId": "ca8d54f8-ddd1-4bb2-b755-04cc04063b89", "evidence": "The slide explicitly contrasts benefits and risks in a side-by-side layout.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 19:18:35.488+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 66, "frameworkName": "comparison_frame" }, { "matchId": "2198c164-0916-4044-b6c1-a68e53941e72", "evidence": "The slide explicitly maps tools to 'Planning and analysis', 'Architecture design', 'Development and coding', 'Testing', and 'Deployment and maintenance'.", "framework": null, "confidence": 1, "extraction": { "at": "2026-05-02 19:18:34.24+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 72, "frameworkName": "Software Development Life Cycle (SDLC)" }, { "matchId": "b4af7e7a-a35e-42c5-9982-51aed1ad53a5", "evidence": "The slide explicitly contrasts 'manual, time-intensive' (before) with 'automated, simplified' (after) techniques.", "framework": null, "confidence": 1, "extraction": { "at": "2026-05-02 19:18:41.432+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 74, "frameworkName": "before-after-framing" }, { "matchId": "01b0d0ff-1a20-4a7c-8b8a-78bfe581213a", "evidence": "The slide maps technologies across the sequential stages of the software development life cycle.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 19:18:38.029+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 75, "frameworkName": "value-chain" }, { "matchId": "b4946392-2bc1-4fee-973b-753b8bf60158", "evidence": "The slide uses a structured comparison table to contrast two technologies.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 19:18:35.06+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 84, "frameworkName": "comparison_frame" }, { "matchId": "343e89d6-fb3b-4da1-8846-bde61533acd9", "evidence": "The slide explicitly contrasts 'From: Traditional' and 'To: Zero-trust architecture'.", "framework": null, "confidence": 1, "extraction": { "at": "2026-05-02 19:18:40.408+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 98, "frameworkName": "before-after-framing" }, { "matchId": "ea178160-d693-4cfc-aaa5-cf85cdb5286a", "evidence": "Side-by-side comparison of Web2 and Web3 attributes", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 19:18:51.746+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 108, "frameworkName": "comparison_frame" }, { "matchId": "655ab40b-c144-4dbe-81ac-231d85e1a8a8", "evidence": "The slide explicitly states 'Web3 can be decomposed by its foundational technologies and applications'", "framework": null, "confidence": 1, "extraction": { "at": "2026-05-02 19:18:40.486+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 111, "frameworkName": "decomposition" }, { "matchId": "2a0a1948-ad69-438c-87e6-eb530b5d81f7", "evidence": "Three overlapping circles representing strategic pillars", "framework": null, "confidence": 1, "extraction": { "at": "2026-05-02 19:18:42.657+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 117, "frameworkName": "venn" }, { "matchId": "5fc050c8-96c9-4f95-9464-a737e3071c6d", "evidence": "The slide explicitly contrasts benefits against risks and uncertainties.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 19:18:43.433+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 132, "frameworkName": "comparison_frame" }, { "matchId": "6c411aa4-52a2-486e-8a22-f2ea3ebfd456", "evidence": "The slide structures information into a comparative matrix of opposing viewpoints.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 19:18:45.57+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 147, "frameworkName": "comparison_frame" }, { "matchId": "91861f34-50cf-4f76-9881-da981d025142", "evidence": "The slide explicitly categorizes technologies under the ACES acronym (Autonomy, Connected, Electrification, Smart mobility).", "framework": null, "confidence": 1, "extraction": { "at": "2026-05-02 19:18:51.648+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 152, "frameworkName": "ACES" }, { "matchId": "a24f3864-ad05-4014-b2dd-a4f66057067d", "evidence": "The slide organizes mobility disruptions into a 2x2 grid structure (Ground/Air vs Passenger/Goods) with further sub-segmentation.", "framework": null, "confidence": 1, "extraction": { "at": "2026-05-02 19:18:49.477+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 154, "frameworkName": "matrix-nxn" } ], "patterns": [] }, "storymakers": null, "score": { "backend": "claude", "scoredAt": "2026-05-02 13:13:34.687+00", "subScores": { "scqa_arc": null, "action_titles": null, "mece_structure": null, "closing_strength": null, "evidence_quality": null, "clarity_of_thesis": null, "production_quality": null, "visual_storytelling": null }, "totalScore": null, "coveragePct": 0, "explanations": { "scqa_arc": "Could not evaluate — briefText inaccessible.", "action_titles": "Could not evaluate — see clarity_of_thesis note; only deck metadata (slug=67e4131ec199fc70, title='Technology Trends Outlook 2022') was readable.", "mece_structure": "Could not evaluate — briefText inaccessible.", "closing_strength": "Could not evaluate — briefText inaccessible.", "evidence_quality": "Could not evaluate — briefText inaccessible.", "clarity_of_thesis": "Could not evaluate — briefText was inaccessible (single-line ~42k-token JSON string exceeding the Read tool's 25k-token response cap; sandbox blocked all Bash/Grep workarounds against the /var/folders temp path).", "production_quality": "Could not evaluate — briefText inaccessible.", "visual_storytelling": "Could not evaluate — briefText inaccessible." }, "slidesAnalyzed": 0 }, "review": { "backend": null, "verdict": "A high-quality 14-trend research compendium with a strong data-led opening but no closing synthesis or recommendation — use the per-trend micro-template and the p.3/p.5 opening as teaching examples, not the overall deck structure.", "reviewedAt": "2026-04-25 03:56:51+00", "slidesSeen": 184, "suggestions": [ "Replace the 14 repeated interrogative templates ('Why should leaders pay attention?') with declarative action titles unique to each trend (e.g. 'Applied AI is the only trend already producing 27% revenue lift across business functions')", "Add a synthesis closing section (3-5 slides) that ranks the 14 trends by leader-readiness, names the 3 to act on now vs watch, and gives a concrete CTA — currently the deck has no 'so what now'", "Promote the cross-trend matrix on p.5 and the ranking on p.3 into a single 'answer-first' opening spread, and cut the three intro pages (pp.2,4,6) that delay the thesis", "Convert the 12 'leader considerations' question pages into recommendation pages following the pattern already used on p.90 (quantum) and p.117 (Web3)" ], "closingScore": 22, "openingScore": 68, "topStrengths": [ "p.3 leads with a quantified, comparative headline that immediately ranks the 14 trends — a textbook insight-first opening move", "Consistent per-trend template (context → why care → tech → disruption → industries → case study → leader considerations → debate) gives every chapter a clean, repeatable micro-arc", "Heavy use of dollar-sized impact numbers in callouts ($1.2T-$2T connectivity, $10-15T AI, $2.4T clean energy, $4-6T sustainability) keeps the 'so what' quantified", "p.5 sector-by-trend heatmap is a strong synthesis artifact early in the deck" ], "topWeaknesses": [ "No closing synthesis — the deck terminates on the last trend's appendix (pp.180-184) with zero cross-trend wrap-up or recommendation", "Action titles are mostly generic interrogatives reused 14 times ('Why should leaders pay attention?' appears for every trend), so the table of contents teaches nothing", "Recommendation/diagnosis slide types appear only twice in 184 pages (p.90 quantum, p.117 Web3) — every other 'leader considerations' page is framed as a question, not an answer", "Only two thematic pillars (Silicon Age, Engineering Tomorrow) for 14 trends, and the second is introduced 122 pages in — pillar logic is weak and back-loaded", "Several action titles and callouts are truncated mid-sentence (pp.2, 10, 56, 103, 108, 144, 146, 175), suggesting weak headline discipline" ], "narrativeScore": 48, "pillarCritique": "Only two thematic pillars are explicit ('Silicon Age' p.8 and 'Engineering Tomorrow' p.122) and they are MECE-adjacent at best; the other ~14 dividers are repeated 'McKinsey Technology Trends Outlook 2022' chapter breaks, so the structure is a topic enumeration dressed in two loose buckets rather than a true pillar architecture.", "closingCritique": "There is no closing — the last five pages (180-184) are just the final trend's case study, debate, additional resources, divider and a 'McKinsey & Company' filler slide; no cross-trend synthesis, no leader call-to-action, no memorable close.", "openingCritique": "The opening lands a quantified headline by p.3 ('Applied AI recorded the highest innovation score of all 14 trends, while clean energy drew the most interest and investment') and reinforces with a sector-trend matrix on p.5, which is strong; however, the cover and two 'Introduction' pages (pp.2,4,6) defer rather than establish stakes, so the thesis arrives via data rather than a sharp 'so-what'.", "extractionSeconds": 92.27895, "narrativeCritique": "This is a 14-trend reference compendium, not a story arc — there is a setup (intro + cross-trend heatmap pp.3-5) and per-trend micro-arcs, but no synthesis or recommendation at the deck level, so the whole reads as an enumeration with a beginning and middle but no resolution.", "titleQualityScore": 42, "titleQualityCritique": "The dominant title pattern is a generic interrogative template ('Why should leaders pay attention?', 'What is the trend about?', 'What are the most noteworthy technologies?') repeated verbatim across all 14 trends — these are topic prompts, not action titles. The deck does occasionally promote insights to the headline (p.3 Applied AI ranking, p.36 'Edge computing might soon become an operational necessity', p.50 '...expanding the peripherals market 10–20× from today'), proving the writers can do it when they choose." }, "activistThesis": null, "pitchdeck": { "metadata": null, "profile": null }, "slides": [ { "page": 1, "type": "setup", "function": "front_matter", "imagePath": "https://imgproxy.kitesheet.com/fCxKEJQEPgPE9kbVm-VhYXpyagiwv-KGfdWse-ndXuo/rs:fit:1200:1200:0/q:82/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy82N2U0MTMxZWMxOTlmYzcwL3AwMDEuanBn", "rawType": "cover", "block": null, "metadata": { "slideType": "cover", "slideTypeCanon": { "name": "Cover", "slug": "cover", "status": "active", "canonId": "019de52d-05f2-729d-9f93-e0504f0a2410", "version": 1, "description": null }, "function": "front_matter", "functionCanon": { "name": "Front matter", "slug": "front_matter", "status": "active", "canonId": "019de52d-133d-73f0-9e26-201eda96b098", "version": 1, "description": null }, "density": "sparse", "densityScore": 12, "componentCount": 4, "textChars": 75, "nDataPoints": 0, "notes": null, "elementsJson": [ "logo_grid", "photo" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:23.557+00", "seconds": 2.3, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/1", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-1", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 1, "w": 0.482, "x": 0.518, "y": 0 }, "kind": "image", "text": null, "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Illustration", "slug": "illustration", "status": "active", "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615", "version": 1, "description": null }, "framework": null }, "subkind": "illustration", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:23.557+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "88885a02-7896-473c-8c40-bfa0b55bbb84", "parentComponentId": null }, { "bbox": { "h": 0.045, "w": 0.2, "x": 0.04, "y": 0.068 }, "kind": "image", "text": "McKinsey & Company", "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Logo", "slug": "logo", "status": "active", "canonId": "019de52c-fdaf-743d-94c4-d7c6a0e55302", "version": 1, "description": null }, "framework": null }, "subkind": "logo", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:23.557+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "75d8b3a7-a74a-4c2b-856e-8d01059d6b54", "parentComponentId": null }, { "bbox": { "h": 0.084, "w": 0.128, "x": 0.04, "y": 0.6 }, "kind": "paragraph", "text": "Report\nAugust 2022", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:23.557+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8966fbbb-2ad5-41e3-a324-c0a26db1f734", "parentComponentId": null }, { "bbox": { "h": 0.168, "w": 0.493, "x": 0.04, "y": 0.318 }, "kind": "title", "text": "McKinsey Technology Trends Outlook 2022", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:23.557+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a2f55eb5-223b-452d-9d31-624137992331", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Slide recipe: Cover", "slug": "cover-slide", "status": "active", "bestFor": null, "canonId": "019df269-2a08-767d-9128-e7431e6fe8a3", "version": 1, "bodyDocId": "019df269-29e5-7738-b5fa-6892e5dc8e65", "description": "The first ten seconds. Build it deliberately.", "familyLabel": "slide-recipe", "categoryName": "Slide", "categorySlug": "slide" }, "agent": "designer", "layer": "slide", "agents": [ "designer" ], "matchId": "ab033d94-9528-48ea-a0f0-6682a74e828c", "evidence": "The slide is a cover page with a title, logo, and report information.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 21:18:03.72183+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 1, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [ { "to": 4, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 1, "name": "Situation & Context", "beatId": "98338f6f-a02d-47ec-86d0-d9fb576f7914", "matchId": "ffff5d27-65ea-42d7-a9e5-92835fd03fdb", "beatType": { "name": "Situation & Context", "slug": "consultants-gambit-situation-context", "status": "active", "canonId": "019dd9b8-05ae-741b-992d-65ee83c639b3", "version": 1, "description": null }, "evidence": "The report provides an introduction to the technology trends", "position": 0, "isPrimaryArc": true, "parentBeatType": { "name": "Setup", "slug": "setup", "status": "active", "canonId": "019dd9b8-020e-7505-af9b-d9b9a4679bcc", "version": 1, "description": "Where the deck grounds the reader before doing anything else. Almost every arc opens here." }, "alignedBlockIds": null, "matchConfidence": 0.7 } ], "loops": [], "thumbSrc": "https://imgproxy.kitesheet.com/JbJFhmBdbKQOoziRslwVY2e3vuzToHxqFL1ouY866LU/rs:fit:480:480:0/q:78/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy82N2U0MTMxZWMxOTlmYzcwL3AwMDEuanBn", "imagePathAlt": "https://imgproxy.kitesheet.com/pAAL8BVNkj5xRyEgGB51E42_E3CsZYmdJu9XTGY_8Ps/rs:fit:1200:1200:0/q:82/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy82N2U0MTMxZWMxOTlmYzcwL3AwMDEucG5n", "thumbSrcAlt": "https://imgproxy.kitesheet.com/Me07UUlOnRXuVZPX1Hm32YdnOWEUh2pyV1Y_xgjlsiE/rs:fit:480:480:0/q:78/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy82N2U0MTMxZWMxOTlmYzcwL3AwMDEucG5n" }, { "page": 2, "type": "setup", "title": "The slide serves as a preface to a larger report on technology trends.", "function": "establish_context", "rawType": "executive_summary", "block": null, "metadata": { "slideType": "executive_summary", "slideTypeCanon": { "name": "Executive summary", "slug": "executive_summary", "status": "active", "canonId": "019de52d-06be-73ff-81b3-f99fe7f0025e", "version": 1, "description": null }, "function": "establish_context", "functionCanon": { "name": "Establish context", "slug": "establish_context", "status": "active", "canonId": "019de52d-1314-74e6-9074-d213dc0bdcdf", "version": 1, "description": null }, "density": "dense", "densityScore": 61, "componentCount": 6, "textChars": 1066, "nDataPoints": 1, "notes": "The slide serves as a preface to a larger report on technology trends.", "elementsJson": [ "paragraph", "callout_box" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:24.064+00", "seconds": 2.705, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/2", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-2", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.46, "w": 0.29, "x": 0.67, "y": 0.44 }, "kind": "callout", "text": "About the McKinsey Technology Council\nTechnology is changing everything in our work and home lives. We launched the McKinsey Technology Council to help understand what is coming and how it will affect us all...", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:24.064+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "caaad2f7-9b43-49ab-b538-2eb539de4086", "parentComponentId": null }, { "bbox": null, "kind": "callout", "text": "Technology is changing everything in our work and home lives. We launched the McKinsey Technology Council to help understand what is coming and how it will affect us all—taking a “look around the corner” toward the futures that technology change can unlock as well as the tough questions it raises.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:06+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3ba-7150-b02d-2ac5a7fdcaeb", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.3, "x": 0.04, "y": 0.14 }, "kind": "paragraph", "text": "by Michael Chui, Roger Roberts, and Lareina Yee", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:24.064+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7ff28d47-24f9-46f1-bf7a-ef6f2f28782b", "parentComponentId": null }, { "bbox": { "h": 0.7, "w": 0.62, "x": 0.04, "y": 0.2 }, "kind": "paragraph", "text": "Technology continues to be a primary catalyst for change in the world... [text body describing research methodology and scope]", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:24.064+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "88476eab-bb95-40a6-9317-2fc9ad126a99", "parentComponentId": null }, { "bbox": null, "kind": "quote", "text": "Technology is changing everything in our work and home lives. We launched the McKinsey Technology Council to help understand what is coming and how it will affect us all—taking a “look around the corner” toward the futures that technology change can unlock as well as the tough questions it raises. —Lareina Yee, senior partner, McKinsey; chair, McKinsey Technology Council", "attrs": null, "canon": { "kind": { "name": "Quote", "slug": "quote", "status": "active", "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a", "version": 1, "description": "Pull quote or testimonial." }, "tool": { "name": "Authority citation", "slug": "authority-citation", "status": "active", "bestFor": null, "canonId": "019dd9e1-49ae-7557-89ad-3fca70469b45", "version": 1, "bodyDocId": null, "description": "Quoting an authority figure, study, or precedent to lend weight.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:06+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3ba-7150-b02d-2e6fc42a9521", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.22, "x": 0.04, "y": 0.08 }, "kind": "title", "text": "Introduction", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:24.064+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "837c271c-bbff-4bab-bb26-fdb106bfec14", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Audience Definition", "slug": "audience-definition", "status": "active", "bestFor": null, "canonId": "019dd956-7f2a-775d-aeee-ff099bcb7756", "version": 1, "bodyDocId": null, "description": "Six key questions: Who are they? What do they know? What do they believe? What do they care about? What do they fear? What decisions can they make?", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "415629dc-0a55-4e80-a0de-ec231bb97f8f", "evidence": "The slide mentions 'our work and home lives' and 'what is coming and how it will affect us all', indicating a focus on a specific audience.", "pageRefs": null, "priority": "Core", "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 21:17:56.904668+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 2, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Executive summary", "slug": "executive-summary", "status": "active", "bestFor": null, "canonId": "019dd9e1-4b63-72d5-9734-da757d91ca61", "version": 1, "bodyDocId": null, "description": "A condensed view of the entire argument on a single slide / block.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "55d84c3e-6912-408f-9be1-34efadb0f7aa", "evidence": "This slide is an executive summary of the McKinsey Technology Trends Outlook 2022.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 21:17:56.872016+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 2, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [], "arcBeats": [ { "to": 4, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 1, "name": "Situation & Context", "beatId": "98338f6f-a02d-47ec-86d0-d9fb576f7914", "matchId": "ffff5d27-65ea-42d7-a9e5-92835fd03fdb", "beatType": { "name": "Situation & Context", "slug": "consultants-gambit-situation-context", "status": "active", "canonId": "019dd9b8-05ae-741b-992d-65ee83c639b3", "version": 1, "description": null }, "evidence": "The report provides an introduction to the technology trends", "position": 0, "isPrimaryArc": true, "parentBeatType": { "name": "Setup", "slug": "setup", "status": "active", "canonId": "019dd9b8-020e-7505-af9b-d9b9a4679bcc", "version": 1, "description": "Where the deck grounds the reader before doing anything else. Almost every arc opens here." }, "alignedBlockIds": null, "matchConfidence": 0.7 } ], "loops": [], "locked": true }, { "page": 3, "type": "analysis", "title": "Exhibit 1 from a McKinsey & Company deck.", "function": "analyze_data", "rawType": "industry_trends", "block": null, "metadata": { "slideType": "industry_trends", "slideTypeCanon": { "name": "Industry trends", "slug": "industry_trends", "status": "active", "canonId": "019de52d-0b1d-7705-a0e0-c663199cd1fa", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "dense", "densityScore": 56, "componentCount": 6, "textChars": 614, "nDataPoints": 14, "notes": "Exhibit 1 from a McKinsey & Company deck.", "elementsJson": [ "bubble_chart", "paragraph", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:24.587+00", "seconds": 2.59, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/3", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-3", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "Applied AI recorded the highest innovation score of all 14 trends, while clean energy drew the most interest and investment.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:06+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3ba-7150-b02c-ca19ec94be52", "parentComponentId": null }, { "bbox": { "h": 0.65, "w": 0.58, "x": 0.38, "y": 0.21 }, "kind": "chart", "text": "Innovation, interest, investment, and adoption, by technology trend, 2021", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Bubble chart", "slug": "bubble", "status": "active", "canonId": "019de52d-00a4-756f-8978-8d5e48905dbc", "version": 1, "description": null }, "framework": null }, "subkind": "bubble", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:24.587+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "685e9a5b-6397-48cb-91d2-0ecd324fa5c2", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "Innovation score: 14", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": { "name": "Quantification", "slug": "quantification", "status": "active", "bestFor": null, "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88", "version": 1, "bodyDocId": null, "description": "Translating a claim into numbers, charts, or tables.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:06+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3ba-7150-b02c-cec52530ed4b", "parentComponentId": null }, { "bbox": { "h": 0.3, "w": 0.22, "x": 0.75, "y": 0.63 }, "kind": "source-note", "text": "Note: Innovation and interest scores for the 14 trends are relative to one another. All 14 trends exhibit high levels of innovation and interest compared with other topics and are also attracting significant investments ($2 billion minimum in 2021).", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:24.587+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "054a86c2-efa5-460f-8ed7-b197b097f3db", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.3, "x": 0.04, "y": 0.21 }, "kind": "title", "text": "Applied AI recorded the highest innovation score of all 14 trends, while clean energy drew the most interest and investment.", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Action title", "slug": "action-title", "status": "active", "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d", "version": 1, "description": null }, "framework": null }, "subkind": "action-title", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:24.587+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9aff16ce-b956-487a-839f-a95f781bc450", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.25, "x": 0.04, "y": 0.03 }, "kind": "title", "text": "Introduction (continued)", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:24.587+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7d414ca5-4bf8-4af8-9d1f-99a41db84253", "parentComponentId": null } ], "metrics": [ { "metricRaw": "Innovation score", "numberRaw": "14", "numberKind": "plain", "actionTitle": "Applied AI recorded the highest innovation score of all 14 trends, while clean energy drew the most interest and investment.", "calloutText": "Applied AI recorded the highest innovation score of all 14 trends, while clean energy drew the most interest and investment.", "numberScale": null, "numberValue": 14, "metricFamily": "index_score", "numberCurrency": null } ], "tools": [ { "tool": { "name": "2x2 matrix", "slug": "matrix-2x2", "status": "active", "bestFor": null, "canonId": "019dd9e1-50ab-72d1-8afb-3ab0a38e32a8", "version": 1, "bodyDocId": null, "description": "BCG matrix, importance/urgency, any axes-and-quadrants frame.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "8aad1fb6-4079-46d3-836e-a9124dddbfba", "evidence": "The slide mentions a comparison of innovation and interest scores, but does not display a traditional 2x2 matrix.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.5, "extraction": { "at": "2026-07-16 21:17:56.971758+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 3, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [], "arcBeats": [ { "to": 4, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 1, "name": "Situation & Context", "beatId": "98338f6f-a02d-47ec-86d0-d9fb576f7914", "matchId": "ffff5d27-65ea-42d7-a9e5-92835fd03fdb", "beatType": { "name": "Situation & Context", "slug": "consultants-gambit-situation-context", "status": "active", "canonId": "019dd9b8-05ae-741b-992d-65ee83c639b3", "version": 1, "description": null }, "evidence": "The report provides an introduction to the technology trends", "position": 0, "isPrimaryArc": true, "parentBeatType": { "name": "Setup", "slug": "setup", "status": "active", "canonId": "019dd9b8-020e-7505-af9b-d9b9a4679bcc", "version": 1, "description": "Where the deck grounds the reader before doing anything else. Almost every arc opens here." }, "alignedBlockIds": null, "matchConfidence": 0.7 } ], "loops": [], "locked": true }, { "page": 4, "type": "appendix", "function": "front_matter", "rawType": "appendix", "block": null, "metadata": { "slideType": "appendix", "slideTypeCanon": { "name": "Appendix", "slug": "appendix", "status": "active", "canonId": "019de52d-0762-71f8-b564-89ab863301cc", "version": 1, "description": null }, "function": "front_matter", "functionCanon": { "name": "Front matter", "slug": "front_matter", "status": "active", "canonId": "019de52d-133d-73f0-9e26-201eda96b098", "version": 1, "description": null }, "density": "dense", "densityScore": 65, "componentCount": 7, "textChars": 1021, "nDataPoints": 0, "notes": null, "elementsJson": [ "paragraph" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:30.574+00", "seconds": 8.576, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/4", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-4", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.35, "w": 0.28, "x": 0.67, "y": 0.37 }, "kind": "paragraph", "text": "The authors wish to thank the following McKinsey colleagues for their contributions to this research: [List of names]...", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:30.574+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "026387ec-a691-44ae-98a4-96cb3fa9cdff", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.28, "x": 0.05, "y": 0.21 }, "kind": "paragraph", "text": "Despite the uncertainty of these newer trends, it's apparent that industries are broadly exposed to changes resulting from technological innovation and the diffusion of new technology-enabled business practices.", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:30.574+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "58429332-df44-4910-8cbf-8259af79cc1f", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.28, "x": 0.36, "y": 0.21 }, "kind": "paragraph", "text": "When we look at these trends, what impresses us more than anything else is the massive effect that technology will have on every sector.", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:30.574+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5cf5a552-a383-47c7-b39a-80d8bd0ee432", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.28, "x": 0.05, "y": 0.62 }, "kind": "paragraph", "text": "Looking ahead\nWe expect changes like these will accelerate and intensify in the years to come, much as they have during the roughly three decades since the start of the internet revolution.", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:30.574+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9e006d60-b4f0-40ac-a70e-b10cc45d7ab3", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.28, "x": 0.67, "y": 0.21 }, "kind": "paragraph", "text": "About the authors\nMichael Chui is a McKinsey Global Institute partner in McKinsey's Bay Area office, where Roger Roberts is a partner and Lareina Yee is a senior partner.", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:30.574+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ecf6fe48-0d55-4275-a13f-4fa21aab0998", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.28, "x": 0.36, "y": 0.45 }, "kind": "paragraph", "text": "Informed by our colleagues and the members of the McKinsey Technology Council, we intend to publish more about the effects of technology trends on particular industries...", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:30.574+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f156487c-e9e9-4aa5-886b-de5e924412f6", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.35, "x": 0.05, "y": 0.08 }, "kind": "title", "text": "Introduction (continued)", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:30.574+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5b8385f1-3cc5-434e-9832-331798730943", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [ { "to": 4, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 1, "name": "Situation & Context", "beatId": "98338f6f-a02d-47ec-86d0-d9fb576f7914", "matchId": "ffff5d27-65ea-42d7-a9e5-92835fd03fdb", "beatType": { "name": "Situation & Context", "slug": "consultants-gambit-situation-context", "status": "active", "canonId": "019dd9b8-05ae-741b-992d-65ee83c639b3", "version": 1, "description": null }, "evidence": "The report provides an introduction to the technology trends", "position": 0, "isPrimaryArc": true, "parentBeatType": { "name": "Setup", "slug": "setup", "status": "active", "canonId": "019dd9b8-020e-7505-af9b-d9b9a4679bcc", "version": 1, "description": "Where the deck grounds the reader before doing anything else. Almost every arc opens here." }, "alignedBlockIds": null, "matchConfidence": 0.7 } ], "loops": [], "locked": true }, { "page": 5, "type": "analysis", "title": "The slide uses a color-coded matrix to represent qualitative relevance scores.", "function": "analyze_data", "rawType": "data_table", "block": null, "metadata": { "slideType": "data_table", "slideTypeCanon": { "name": "Data table", "slug": "data_table", "status": "active", "canonId": "019de52d-0bbd-71b9-9918-417f904abbf8", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "dense", "densityScore": 52, "componentCount": 6, "textChars": 452, "nDataPoints": 252, "notes": "The slide uses a color-coded matrix to represent qualitative relevance scores.", "elementsJson": [ "headline_text", "action_title", "heatmap" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:27.297+00", "seconds": 5.267, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/5", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-5", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "Most industry sectors display a meaningful association with five or more technology trends.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:06+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3ba-7150-b02d-09d033e38829", "parentComponentId": null }, { "bbox": { "h": 0.55, "w": 0.92, "x": 0.04, "y": 0.35 }, "kind": "chart", "text": "Heatmap of industry sectors vs technology trends", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Heatmap", "slug": "heatmap", "status": "active", "canonId": "019de52d-00cd-71ee-bf36-233b7817c304", "version": 1, "description": null }, "framework": null }, "subkind": "heatmap", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:27.297+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9d186c6a-8ad2-47f5-9279-8f8c30b8960e", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "Relevance of trend to industry", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": { "name": "Quantification", "slug": "quantification", "status": "active", "bestFor": null, "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88", "version": 1, "bodyDocId": null, "description": "Translating a claim into numbers, charts, or tables.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:06+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3ba-7150-b02d-0f6e5db863f3", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.65, "x": 0.04, "y": 0.91 }, "kind": "source-note", "text": "Relevance estimated qualitatively by industry experts based on trend's potential to affect an industry; degree of relevance is scaled at both trend and industry levels.", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:27.297+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5f3a8744-3a66-4b2c-ad8f-d7208bc4fe09", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.77, "x": 0.04, "y": 0.19 }, "kind": "title", "text": "Most industry sectors display a meaningful association with five or more technology trends.", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Action title", "slug": "action-title", "status": "active", "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d", "version": 1, "description": null }, "framework": null }, "subkind": "action-title", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:27.297+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a3fa4c83-8b85-4807-8579-423967aa2474", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.38, "x": 0.04, "y": 0.08 }, "kind": "title", "text": "Introduction (continued)", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:27.297+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "738cdb09-2bc2-4a19-af80-88fe4cf4dbae", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Heatmap matrix", "slug": "heatmap-matrix", "status": "active", "bestFor": null, "canonId": "019de52d-2363-7248-9aa8-cd0bcf077891", "version": 1, "bodyDocId": null, "description": null, "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "e944cb06-0db9-4d91-9d28-50349cc7b7b5", "evidence": "The heatmap displays the relevance of trends to industries.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 21:17:57.074689+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 5, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [ { "matchId": "41ed7ceb-4801-448d-a9e9-49665d5b2c81", "evidence": "The slide uses a grid-based color-coded matrix to visualize relationships between two categorical variables.", "framework": null, "confidence": 1, "extraction": { "at": "2026-05-02 19:18:27.297+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 5, "frameworkName": "heatmap-matrix" } ], "arcBeats": [ { "to": 10, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 5, "name": "Problem & Complication", "beatId": "23f3f45c-6d39-4eb0-a6e8-bc7986d58c83", "matchId": "ffff5d27-65ea-42d7-a9e5-92835fd03fdb", "beatType": { "name": "Problem & Complication", "slug": "consultants-gambit-problem-complication", "status": "active", "canonId": "019dd9b8-064a-777f-a374-e9a8c43dedd4", "version": 1, "description": null }, "evidence": "The report highlights the challenges and opportunities presented by technology trends", "position": 1, "isPrimaryArc": true, "parentBeatType": { "name": "Complication", "slug": "complication", "status": "active", "canonId": "019dd9b8-0275-7709-b2d6-4f77c3fc7579", "version": 1, "description": "The point in the narrative where the audience should feel discomfort. Required for argumentative arcs." }, "alignedBlockIds": null, "matchConfidence": 0.7 } ], "loops": [], "locked": true }, { "page": 6, "type": "setup", "title": "Methodology description for a technology trend study.", "function": "summarize", "rawType": "appendix_methodology", "block": null, "metadata": { "slideType": "appendix_methodology", "slideTypeCanon": { "name": "Appendix methodology", "slug": "appendix_methodology", "status": "active", "canonId": "019de52d-07d9-726c-8599-167f2d2ffaa7", "version": 1, "description": null }, "function": "summarize", "functionCanon": { "name": "Summarize", "slug": "summarize", "status": "active", "canonId": "019de52d-1541-704f-b86f-bf7b75056373", "version": 1, "description": null }, "density": "dense", "densityScore": 54, "componentCount": 5, "textChars": 2008, "nDataPoints": 0, "notes": "Methodology description for a technology trend study.", "elementsJson": [ "headline_text", "paragraph", "bullet_list" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:25.85+00", "seconds": 3.582, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/6", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-6", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.55, "w": 0.322, "x": 0.357, "y": 0.345 }, "kind": "list", "text": "Trends added since last year's study: industrializing machine learning, Web3, immersive-reality technologies, future of mobility, and future of space technologies\nTrends not carried over from last year's study: next-level process automation and virtualization (now considered an implication of several trends) and next-generation materials (partially represented by other trends)\nTrends with adjusted definitions: next-generation software development (partly covered under future of programming in 2021), trust architectures and digital identity (partly covered by trust architecture in 2021), future of sustainable consumption (disaggregated from future of clean technologies), and future of clean energy (disaggregated from future of clean technologies)\nTrends with minor changes to definition: applied AI, advanced connectivity (previously called future of connectivity), cloud and edge computing (previously called distributed infrastructure), quantum technologies (previously called next-generation computing), and future of bioengineering (previously called Bio Revolution)", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:25.85+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "24126b26-0ea4-4993-b636-81d40edde7b1", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.322, "x": 0.044, "y": 0.65 }, "kind": "list", "text": "Patents. Data on patent filings are sourced from Google Patents.\nResearch. Data on research publications are sourced from the Lens (www.lens.org).\nNews. Data on news publications are sourced from Factiva.\nSearches. Data on search engine queries are sourced from Google Trends.\nInvestment. Data on private-market and public-market capital raises are sourced from PitchBook.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:25.85+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e7af77c3-4754-4388-881d-0096d035b270", "parentComponentId": null }, { "bbox": { "h": 0.105, "w": 0.322, "x": 0.357, "y": 0.211 }, "kind": "paragraph", "text": "The associations shown on the industry heat map were derived by reviewing the news reports on each trend for references to specific companies within each of the 20 industries.\nIn addition, we updated the selection and definition of trends from last year's study to reflect the evolution of technology trends:", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:25.85+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0994dc36-9bc5-4660-8721-bb652350fabb", "parentComponentId": null }, { "bbox": { "h": 0.075, "w": 0.322, "x": 0.044, "y": 0.211 }, "kind": "paragraph", "text": "Research methodology\nTo assess the development of each technology trend, our team collected data on five tangible measures of activity: search engine queries, news publications, patents, research publications, and investment.", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:25.85+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "965794f6-0967-41a2-bdb5-afc71601be37", "parentComponentId": null }, { "bbox": { "h": 0.042, "w": 0.385, "x": 0.044, "y": 0.083 }, "kind": "title", "text": "Introduction (continued)", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:25.85+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "df090962-a187-4daf-a941-023edc65f7fe", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [ { "to": 10, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 5, "name": "Problem & Complication", "beatId": "23f3f45c-6d39-4eb0-a6e8-bc7986d58c83", "matchId": "ffff5d27-65ea-42d7-a9e5-92835fd03fdb", "beatType": { "name": "Problem & Complication", "slug": "consultants-gambit-problem-complication", "status": "active", "canonId": "019dd9b8-064a-777f-a374-e9a8c43dedd4", "version": 1, "description": null }, "evidence": "The report highlights the challenges and opportunities presented by technology trends", "position": 1, "isPrimaryArc": true, "parentBeatType": { "name": "Complication", "slug": "complication", "status": "active", "canonId": "019dd9b8-0275-7709-b2d6-4f77c3fc7579", "version": 1, "description": "The point in the narrative where the audience should feel discomfort. Required for argumentative arcs." }, "alignedBlockIds": null, "matchConfidence": 0.7 } ], "loops": [], "locked": true }, { "page": 7, "type": "analysis", "function": "summarize", "rawType": "industry_trends", "block": null, "metadata": { "slideType": "industry_trends", "slideTypeCanon": { "name": "Industry trends", "slug": "industry_trends", "status": "active", "canonId": "019de52d-0b1d-7705-a0e0-c663199cd1fa", "version": 1, "description": null }, "function": "summarize", "functionCanon": { "name": "Summarize", "slug": "summarize", "status": "active", "canonId": "019de52d-1541-704f-b86f-bf7b75056373", "version": 1, "description": null }, "density": "balanced", "densityScore": 40, "componentCount": 6, "textChars": 402, "nDataPoints": 0, "notes": null, "elementsJson": [ "headline_text", "other" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:24.571+00", "seconds": 2.245, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/7", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-7", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.35, "w": 0.25, "x": 0.04, "y": 0.39 }, "kind": "list", "text": "Advanced connectivity\nApplied AI\nCloud and edge computing\nImmersive-reality technologies\nIndustrializing machine learning", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:24.571+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "235bfbac-7845-4e51-a593-15b1c6ea92bc", "parentComponentId": null }, { "bbox": { "h": 0.35, "w": 0.29, "x": 0.67, "y": 0.39 }, "kind": "list", "text": "Future of bioengineering\nFuture of clean energy\nFuture of mobility\nFuture of space technologies\nFuture of sustainable consumption", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:24.571+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7e5ac264-24e9-4b39-a0b4-6efaf9fb863e", "parentComponentId": null }, { "bbox": { "h": 0.28, "w": 0.3, "x": 0.34, "y": 0.39 }, "kind": "list", "text": "Next-generation software development\nQuantum technologies\nTrust architectures and digital identity\nWeb3", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:24.571+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "dfc429ff-034f-4b4e-a3fd-4322a233b110", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.29, "x": 0.04, "y": 0.08 }, "kind": "title", "text": "Trends at a glance", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:24.571+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5cbb846c-ea07-43c3-b4a1-333e49b75624", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.29, "x": 0.67, "y": 0.26 }, "kind": "title", "text": "Engineering Tomorrow", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:24.571+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7a2b35cf-54e0-4d6d-b9da-91cdb6748301", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.15, "x": 0.04, "y": 0.26 }, "kind": "title", "text": "Silicon Age", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:24.571+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c39193cd-a2f0-459a-a620-8e64cc2d4ad0", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "b15912f0-66b5-4e51-a4a7-8e74f15c9805", "evidence": "The slide displays a list of technology trends.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 21:17:57.175643+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 7, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [], "arcBeats": [ { "to": 10, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 5, "name": "Problem & Complication", "beatId": "23f3f45c-6d39-4eb0-a6e8-bc7986d58c83", "matchId": "ffff5d27-65ea-42d7-a9e5-92835fd03fdb", "beatType": { "name": "Problem & Complication", "slug": "consultants-gambit-problem-complication", "status": "active", "canonId": "019dd9b8-064a-777f-a374-e9a8c43dedd4", "version": 1, "description": null }, "evidence": "The report highlights the challenges and opportunities presented by technology trends", "position": 1, "isPrimaryArc": true, "parentBeatType": { "name": "Complication", "slug": "complication", "status": "active", "canonId": "019dd9b8-0275-7709-b2d6-4f77c3fc7579", "version": 1, "description": "The point in the narrative where the audience should feel discomfort. Required for argumentative arcs." }, "alignedBlockIds": null, "matchConfidence": 0.7 } ], "loops": [], "locked": true }, { "page": 8, "type": "setup", "title": "The image is a clear reference to Michelangelo's 'The Creation of Adam'.", "function": "transition", "rawType": "section_divider", "block": null, "metadata": { "slideType": "section_divider", "slideTypeCanon": { "name": "Section divider", "slug": "section_divider", "status": "active", "canonId": "019de52d-066a-7402-9554-6ae504999041", "version": 1, "description": null }, "function": "transition", "functionCanon": { "name": "Transition", "slug": "transition", "status": "active", "canonId": "019de52d-1365-7149-92aa-66df859e75fd", "version": 1, "description": null }, "density": "sparse", "densityScore": 5, "componentCount": 2, "textChars": 99, "nDataPoints": 0, "notes": "The image is a clear reference to Michelangelo's 'The Creation of Adam'.", "elementsJson": [ "headline_text", "photo" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:26.951+00", "seconds": 4.569, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/8", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-8", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.75, "w": 1, "x": 0, "y": 0.25 }, "kind": "image", "text": "Illustration of a human hand reaching towards a digital wireframe hand.", "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Illustration", "slug": "illustration", "status": "active", "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615", "version": 1, "description": null }, "framework": null }, "subkind": "illustration", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:26.951+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c044218c-e80e-4001-bf9f-0115076eaf3f", "parentComponentId": null }, { "bbox": { "h": 0.18, "w": 0.48, "x": 0.04, "y": 0.11 }, "kind": "title", "text": "Trend summaries: Silicon Age", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:26.951+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0df39264-7454-4f18-8cc1-0926e38f6865", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Section divider", "slug": "section-divider", "status": "active", "bestFor": null, "canonId": "019dd9e1-4c66-707d-8d1f-6e14547134c7", "version": 1, "bodyDocId": null, "description": "A transitional slide marking the start of a new section.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "38c4af8d-ff41-48e1-a7cb-232e38770c0f", "evidence": "The slide serves as a divider between sections.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 21:17:57.244523+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 8, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [ { "matchId": "ed0851f6-18b2-448d-9fc9-731bf501a11b", "evidence": "Visual reference to The Creation of Adam to represent human-AI connection.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 19:18:26.951+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 8, "frameworkName": "metaphor-analogy" } ], "arcBeats": [ { "to": 10, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 5, "name": "Problem & Complication", "beatId": "23f3f45c-6d39-4eb0-a6e8-bc7986d58c83", "matchId": "ffff5d27-65ea-42d7-a9e5-92835fd03fdb", "beatType": { "name": "Problem & Complication", "slug": "consultants-gambit-problem-complication", "status": "active", "canonId": "019dd9b8-064a-777f-a374-e9a8c43dedd4", "version": 1, "description": null }, "evidence": "The report highlights the challenges and opportunities presented by technology trends", "position": 1, "isPrimaryArc": true, "parentBeatType": { "name": "Complication", "slug": "complication", "status": "active", "canonId": "019dd9b8-0275-7709-b2d6-4f77c3fc7579", "version": 1, "description": "The point in the narrative where the audience should feel discomfort. Required for argumentative arcs." }, "alignedBlockIds": null, "matchConfidence": 0.7 } ], "loops": [], "locked": true }, { "page": 9, "type": "setup", "title": "The slide features a stylized network visualization representing connectivity.", "function": "front_matter", "rawType": "cover", "block": null, "metadata": { "slideType": "cover", "slideTypeCanon": { "name": "Cover", "slug": "cover", "status": "active", "canonId": "019de52d-05f2-729d-9f93-e0504f0a2410", "version": 1, "description": null }, "function": "front_matter", "functionCanon": { "name": "Front matter", "slug": "front_matter", "status": "active", "canonId": "019de52d-133d-73f0-9e26-201eda96b098", "version": 1, "description": null }, "density": "sparse", "densityScore": 19, "componentCount": 5, "textChars": 89, "nDataPoints": 0, "notes": "The slide features a stylized network visualization representing connectivity.", "elementsJson": [ "logo_grid", "other" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:24.767+00", "seconds": 2.181, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/9", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-9", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.9, "w": 0.45, "x": 0.5, "y": 0.05 }, "kind": "image", "text": null, "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Illustration", "slug": "illustration", "status": "active", "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615", "version": 1, "description": null }, "framework": null }, "subkind": "illustration", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:24.767+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c446b34d-40b7-4cfd-84a1-289a0cef2a98", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.15, "x": 0.04, "y": 0.06 }, "kind": "image", "text": "McKinsey & Company", "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Logo", "slug": "logo", "status": "active", "canonId": "019de52c-fdaf-743d-94c4-d7c6a0e55302", "version": 1, "description": null }, "framework": null }, "subkind": "logo", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:24.767+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7c19788b-1e93-4c26-8efe-e7638a4edb98", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.1, "x": 0.04, "y": 0.68 }, "kind": "paragraph", "text": "August 2022", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:24.767+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "94889925-0a54-4593-9880-b8f7fd1f5232", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.4, "x": 0.04, "y": 0.2 }, "kind": "title", "text": "McKinsey Technology Trends Outlook 2022", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:24.767+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "46768ada-28b2-4567-a775-c1b4d3b4c2a6", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.3, "x": 0.04, "y": 0.55 }, "kind": "title", "text": "Advanced connectivity", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Subtitle", "slug": "subtitle", "status": "active", "canonId": "019de52c-fb09-739d-900c-815b0d9ac526", "version": 1, "description": null }, "framework": null }, "subkind": "subtitle", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:24.767+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d67cc3b7-1778-462e-95fc-287c9c6b760f", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Slide recipe: Cover", "slug": "cover-slide", "status": "active", "bestFor": null, "canonId": "019df269-2a08-767d-9128-e7431e6fe8a3", "version": 1, "bodyDocId": "019df269-29e5-7738-b5fa-6892e5dc8e65", "description": "The first ten seconds. Build it deliberately.", "familyLabel": "slide-recipe", "categoryName": "Slide", "categorySlug": "slide" }, "agent": "designer", "layer": "slide", "agents": [ "designer" ], "matchId": "268d8087-5182-4caf-a73a-f340880d642c", "evidence": "The slide is the cover page of the McKinsey Technology Trends Outlook 2022.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 21:17:57.311082+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 9, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [ { "to": 10, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 5, "name": "Problem & Complication", "beatId": "23f3f45c-6d39-4eb0-a6e8-bc7986d58c83", "matchId": "ffff5d27-65ea-42d7-a9e5-92835fd03fdb", "beatType": { "name": "Problem & Complication", "slug": "consultants-gambit-problem-complication", "status": "active", "canonId": "019dd9b8-064a-777f-a374-e9a8c43dedd4", "version": 1, "description": null }, "evidence": "The report highlights the challenges and opportunities presented by technology trends", "position": 1, "isPrimaryArc": true, "parentBeatType": { "name": "Complication", "slug": "complication", "status": "active", "canonId": "019dd9b8-0275-7709-b2d6-4f77c3fc7579", "version": 1, "description": "The point in the narrative where the audience should feel discomfort. Required for argumentative arcs." }, "alignedBlockIds": null, "matchConfidence": 0.7 } ], "loops": [], "locked": true }, { "page": 10, "type": "analysis", "title": "The slide uses a horizontal spectrum/timeline-like layout to categorize connectivity technologies.", "function": "present_framework", "rawType": "industry_trends", "block": null, "metadata": { "slideType": "industry_trends", "slideTypeCanon": { "name": "Industry trends", "slug": "industry_trends", "status": "active", "canonId": "019de52d-0b1d-7705-a0e0-c663199cd1fa", "version": 1, "description": null }, "function": "present_framework", "functionCanon": { "name": "Present framework", "slug": "present_framework", "status": "active", "canonId": "019de52d-1403-7667-9100-d2ac6709f750", "version": 1, "description": null }, "density": "dense", "densityScore": 56, "componentCount": 6, "textChars": 984, "nDataPoints": 0, "notes": "The slide uses a horizontal spectrum/timeline-like layout to categorize connectivity technologies.", "elementsJson": [ "headline_text", "paragraph", "comparison_table", "infographic", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:25.884+00", "seconds": 3.107, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/10", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-10", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "5G/6G cellular, wireless low-power networks, low-Earth-orbit satellites, and other technologies support a host of digital solutions that can help networks increase geographic coverage, reduce latency, reduce energy consumption, increase data throughput, and increase spectrum efficiency.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:08+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3ba-7150-b02e-340f2748cade", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.82, "x": 0.14, "y": 0.33 }, "kind": "diagram", "text": "Horizontal spectrum showing Fixed, Terrestrial wireless, and Non-terrestrial wireless categories.", "attrs": null, "canon": { "kind": { "name": "Diagram", "slug": "diagram", "status": "active", "canonId": "019de52c-f9f0-734a-81de-15382ff28c65", "version": 1, "description": "Schematic or relational diagram." }, "tool": null, "subkind": { "name": "Process flow", "slug": "process", "status": "active", "canonId": "019de52d-039c-718f-ad3a-efe9c4b3c838", "version": 1, "description": null }, "framework": null }, "subkind": "process", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:25.884+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7c2e8fc1-a626-4ffd-bd54-6661f96261ee", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.92, "x": 0.04, "y": 0.18 }, "kind": "paragraph", "text": "5G/6G cellular, wireless low-power networks, low-Earth-orbit satellites, and other technologies support a host of digital solutions that can help networks increase geographic coverage, reduce latency, reduce energy consumption, increase data throughput, and increase spectrum efficiency. This has led to higher-quality network access for consumers and unlocked new use cases for industrial players", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:25.884+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5693b5d6-f40e-4c10-812f-6bcb45eacb35", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.15, "x": 0.04, "y": 0.95 }, "kind": "source-note", "text": "Source: McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:25.884+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "839c3df2-4a55-4504-a361-1569a7baa125", "parentComponentId": null }, { "bbox": { "h": 0.35, "w": 0.92, "x": 0.04, "y": 0.55 }, "kind": "table", "text": "Connectivity technology and description matrix for Optical fiber, LPWA, Wi-Fi 6, 5G/6G, and LEO satellites.", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:25.884+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f0f6f0a0-a2d1-428b-bc25-0be3a147a52f", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.65, "x": 0.04, "y": 0.04 }, "kind": "title", "text": "What is the trend about, and what are the most noteworthy technologies?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:25.884+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b2cb2077-95f8-4f03-b231-c47b70c2dbcb", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Table data", "slug": "table-data", "status": "active", "bestFor": null, "canonId": "019dd9e1-4fab-7168-a82f-b847350a006d", "version": 1, "bodyDocId": null, "description": "Tabular layouts of structured data.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "c6c8b3e2-bbbb-4092-a073-a4e6cadc1d90", "evidence": "The slide displays a table of connectivity technology and descriptions.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 21:17:57.377795+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 10, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [ { "matchId": "1a6eb8b1-370a-4ea9-a317-d0dd554ee542", "evidence": "Categorization of technologies across a spectrum of connectivity types.", "framework": null, "confidence": 0.8, "extraction": { "at": "2026-05-02 19:18:25.884+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 10, "frameworkName": "mapping" } ], "arcBeats": [ { "to": 10, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 5, "name": "Problem & Complication", "beatId": "23f3f45c-6d39-4eb0-a6e8-bc7986d58c83", "matchId": "ffff5d27-65ea-42d7-a9e5-92835fd03fdb", "beatType": { "name": "Problem & Complication", "slug": "consultants-gambit-problem-complication", "status": "active", "canonId": "019dd9b8-064a-777f-a374-e9a8c43dedd4", "version": 1, "description": null }, "evidence": "The report highlights the challenges and opportunities presented by technology trends", "position": 1, "isPrimaryArc": true, "parentBeatType": { "name": "Complication", "slug": "complication", "status": "active", "canonId": "019dd9b8-0275-7709-b2d6-4f77c3fc7579", "version": 1, "description": "The point in the narrative where the audience should feel discomfort. Required for argumentative arcs." }, "alignedBlockIds": null, "matchConfidence": 0.7 } ], "loops": [ { "to": 20, "from": 10, "loop": { "name": "01_logic_chain", "slug": "01-logic-chain", "status": "active", "bestFor": "Skeptical audiences, controversial recommendations, rigorous analysis", "canonId": "019dd956-6638-7457-8650-9b0b42e59fb3", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "Premise 1 (Accepted truth) -> Premise 2 (Observed fact) -> Therefore... (Inevitable conclusion)", "description": "Build an airtight chain of logic where each premise leads inevitably to the conclusion", "familyLabel": null }, "matchId": "3abe3360-5397-4a4c-8b21-9aad510ea8a8", "evidence": "The report uses logic chains to illustrate the relationships between trends and business outcomes", "position": 0, "objective": "To understand the impact of technology trends on business", "confidence": 0.6, "extraction": { "at": "2026-07-16 21:07:35.940116+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": "doc-narrative-v1" } } ], "locked": true }, { "page": 11, "type": "resolution", "title": "The slide uses a timeline-like structure to present key metrics across different categories of impact.", "function": "summarize", "rawType": "key_takeaways", "block": null, "metadata": { "slideType": "key_takeaways", "slideTypeCanon": { "name": "Key takeaways", "slug": "key_takeaways", "status": "active", "canonId": "019de52d-06e7-7674-a891-9f7de3b11b6d", "version": 1, "description": null }, "function": "summarize", "functionCanon": { "name": "Summarize", "slug": "summarize", "status": "active", "canonId": "019de52d-1541-704f-b86f-bf7b75056373", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 84, "componentCount": 11, "textChars": 850, "nDataPoints": 5, "notes": "The slide uses a timeline-like structure to present key metrics across different categories of impact.", "elementsJson": [ "headline_text", "subtitle_text", "icon_grid", "big_number", "bullet_list", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:30.832+00", "seconds": 7.902, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/11", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-11", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "As advanced connectivity becomes broadly available, industries will find innovative use cases.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:07+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3ba-7150-b02d-9b069d207c5b", "parentComponentId": null }, { "bbox": { "h": 0.5, "w": 0.2, "x": 0.76, "y": 0.32 }, "kind": "list", "text": "IoT applications will increase the need for 5G, Wi-Fi 6, and LPWAN. Mobile AR/VR and cloud gaming are examples of consumer technologies dependent on low-latency, high-throughput wireless networks. Edge and cloud computing technologies will unlock full benefits.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:30.832+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "3435bce4-078f-4768-a529-63a66e92cb80", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.1, "x": 0.35, "y": 0.63 }, "kind": "metric", "text": "~51.9 billion", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": null, "subkind": { "name": "Big number", "slug": "big-number", "status": "active", "canonId": "019de52c-fc70-70c8-b965-0584548a9204", "version": 1, "description": null }, "framework": null }, "subkind": "big-number", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:30.832+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0b1fc759-6974-4101-877d-d0a00f69d196", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.1, "x": 0.49, "y": 0.63 }, "kind": "metric", "text": "$2 trillion", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": null, "subkind": { "name": "Big number", "slug": "big-number", "status": "active", "canonId": "019de52c-fc70-70c8-b965-0584548a9204", "version": 1, "description": null }, "framework": null }, "subkind": "big-number", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:30.832+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "55017d1e-75bf-4e1f-9b8f-d10c85c4e2da", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.1, "x": 0.07, "y": 0.63 }, "kind": "metric", "text": "10–20%", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": null, "subkind": { "name": "Big number", "slug": "big-number", "status": "active", "canonId": "019de52c-fc70-70c8-b965-0584548a9204", "version": 1, "description": null }, "framework": null }, "subkind": "big-number", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:30.832+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7983a3f6-bb41-4e6d-92b0-90cf87bc0d94", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.1, "x": 0.63, "y": 0.63 }, "kind": "metric", "text": "~200 million", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": null, "subkind": { "name": "Big number", "slug": "big-number", "status": "active", "canonId": "019de52c-fc70-70c8-b965-0584548a9204", "version": 1, "description": null }, "framework": null }, "subkind": "big-number", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:30.832+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "86044976-9ca9-4d3b-8a43-4a4d8ea94ce7", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.1, "x": 0.21, "y": 0.63 }, "kind": "metric", "text": "20–25%", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": null, "subkind": { "name": "Big number", "slug": "big-number", "status": "active", "canonId": "019de52c-fc70-70c8-b965-0584548a9204", "version": 1, "description": null }, "framework": null }, "subkind": "big-number", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:30.832+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ec479c6c-5825-4d51-b50d-4e912aca32eb", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "Global GDP impact: $2 trillion", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": { "name": "Quantification", "slug": "quantification", "status": "active", "bestFor": null, "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88", "version": 1, "bodyDocId": null, "description": "Translating a claim into numbers, charts, or tables.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:07+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3ba-7150-b02d-9e9babf10dc0", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.6, "x": 0.04, "y": 0.95 }, "kind": "source-note", "text": "Source: DataSphere Forecast, 2020–2025, IDC; “Connected world: An evolution in connectivity beyond the 5G revolution,” McKinsey, Feb 2020; Simon Kemp, “Digital 2022: Global Overview Report,” Datareportal, Jan 26, 2022; Worldwide Global DataSphere IoT Device and Data Forecast, 2021–2025, IDC", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:30.832+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a0688a1a-f45b-480c-a2f6-896e4014fd5f", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.7, "x": 0.04, "y": 0.13 }, "kind": "title", "text": "As advanced connectivity becomes broadly available, industries will find innovative use cases", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Action title", "slug": "action-title", "status": "active", "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d", "version": 1, "description": null }, "framework": null }, "subkind": "action-title", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:30.832+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "fc716cf5-6516-4884-a49b-29a6b5ff1de8", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.4, "x": 0.04, "y": 0.08 }, "kind": "title", "text": "Why should leaders pay attention?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:30.832+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a56eb09b-12c3-44f0-ba82-20d899079787", "parentComponentId": null } ], "metrics": [ { "metricRaw": "Global GDP impact", "numberRaw": "$2 trillion", "numberKind": "money", "actionTitle": "Why should leaders pay attention?", "calloutText": "As advanced connectivity becomes broadly available, industries will find innovative use cases.", "numberScale": "t", "numberValue": 2, "metricFamily": "market_size", "numberCurrency": "$" } ], "tools": [], "frameworks": [], "arcBeats": [ { "to": 20, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 11, "name": "Evidence & Proof", "beatId": "a7873133-83cd-464a-bf5b-7ec4be554f8a", "matchId": "ffff5d27-65ea-42d7-a9e5-92835fd03fdb", "beatType": { "name": "Evidence & Proof", "slug": "consultants-gambit-evidence-proof", "status": "active", "canonId": "019dd9b8-07b1-7688-8e1e-7637fec3802a", "version": 1, "description": null }, "evidence": "The report provides data and analysis to support its findings", "position": 2, "isPrimaryArc": true, "parentBeatType": { "name": "Evidence", "slug": "evidence", "status": "active", "canonId": "019dd9b8-03f9-772a-b84a-4f07b415b77a", "version": 1, "description": "A dedicated proof beat exists in only ~4 arcs (Gambit, Sequoia, AIDA, Monroes). Other arcs embed evidence inline within development." }, "alignedBlockIds": null, "matchConfidence": 0.7 } ], "loops": [ { "to": 20, "from": 10, "loop": { "name": "01_logic_chain", "slug": "01-logic-chain", "status": "active", "bestFor": "Skeptical audiences, controversial recommendations, rigorous analysis", "canonId": "019dd956-6638-7457-8650-9b0b42e59fb3", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "Premise 1 (Accepted truth) -> Premise 2 (Observed fact) -> Therefore... (Inevitable conclusion)", "description": "Build an airtight chain of logic where each premise leads inevitably to the conclusion", "familyLabel": null }, "matchId": "3abe3360-5397-4a4c-8b21-9aad510ea8a8", "evidence": "The report uses logic chains to illustrate the relationships between trends and business outcomes", "position": 0, "objective": "To understand the impact of technology trends on business", "confidence": 0.6, "extraction": { "at": "2026-07-16 21:07:35.940116+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": "doc-narrative-v1" } } ], "locked": true }, { "page": 12, "type": "setup", "function": "compare_options", "rawType": "comparison_table", "block": null, "metadata": { "slideType": "comparison_table", "slideTypeCanon": { "name": "Comparison table", "slug": "comparison_table", "status": "active", "canonId": "019de52d-0a06-73f8-8813-fe022fab1de2", "version": 1, "description": null }, "function": "compare_options", "functionCanon": { "name": "Compare options", "slug": "compare_options", "status": "active", "canonId": "019de52d-167f-7038-aebc-70a9d2e0e33b", "version": 1, "description": null }, "density": "sparse", "densityScore": 24, "componentCount": 4, "textChars": 375, "nDataPoints": 0, "notes": null, "elementsJson": [ "headline_text", "comparison_table", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:25.632+00", "seconds": 2.681, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/12", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-12", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.03, "w": 0.6, "x": 0.04, "y": 0.13 }, "kind": "paragraph", "text": "We compared the current generation of advanced connectivity technologies with their predecessors", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:25.632+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "eedcfe79-ab7d-44d6-b069-bf797e5e9739", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.15, "x": 0.04, "y": 0.95 }, "kind": "source-note", "text": "Source: McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:25.632+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "cea7accb-54b7-4efc-940e-c38d04e485a7", "parentComponentId": null }, { "bbox": { "h": 0.7, "w": 0.92, "x": 0.04, "y": 0.2 }, "kind": "table", "text": "Comparison table of Optical fiber, LPWAN, Wi-Fi 6, 5G/6G, and LEO satellite constellations across Summary, Previous generation, and Next/current generation columns.", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:25.632+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "17d85284-2eb0-4163-9827-09b8e03c8b8c", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.8, "x": 0.04, "y": 0.03 }, "kind": "title", "text": "Why are advanced-connectivity technologies interesting, compared with what already exists?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:25.632+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8de12d57-df9e-4f96-8a56-5b9a83c0c33c", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [ { "to": 20, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 11, "name": "Evidence & Proof", "beatId": "a7873133-83cd-464a-bf5b-7ec4be554f8a", "matchId": "ffff5d27-65ea-42d7-a9e5-92835fd03fdb", "beatType": { "name": "Evidence & Proof", "slug": "consultants-gambit-evidence-proof", "status": "active", "canonId": "019dd9b8-07b1-7688-8e1e-7637fec3802a", "version": 1, "description": null }, "evidence": "The report provides data and analysis to support its findings", "position": 2, "isPrimaryArc": true, "parentBeatType": { "name": "Evidence", "slug": "evidence", "status": "active", "canonId": "019dd9b8-03f9-772a-b84a-4f07b415b77a", "version": 1, "description": "A dedicated proof beat exists in only ~4 arcs (Gambit, Sequoia, AIDA, Monroes). Other arcs embed evidence inline within development." }, "alignedBlockIds": null, "matchConfidence": 0.7 } ], "loops": [ { "to": 20, "from": 10, "loop": { "name": "01_logic_chain", "slug": "01-logic-chain", "status": "active", "bestFor": "Skeptical audiences, controversial recommendations, rigorous analysis", "canonId": "019dd956-6638-7457-8650-9b0b42e59fb3", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "Premise 1 (Accepted truth) -> Premise 2 (Observed fact) -> Therefore... (Inevitable conclusion)", "description": "Build an airtight chain of logic where each premise leads inevitably to the conclusion", "familyLabel": null }, "matchId": "3abe3360-5397-4a4c-8b21-9aad510ea8a8", "evidence": "The report uses logic chains to illustrate the relationships between trends and business outcomes", "position": 0, "objective": "To understand the impact of technology trends on business", "confidence": 0.6, "extraction": { "at": "2026-07-16 21:07:35.940116+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": "doc-narrative-v1" } } ], "locked": true }, { "page": 13, "type": "analysis", "title": "The slide uses a list-based structure to map industries to specific connectivity-enabled use cases.", "function": "quantify_impact", "rawType": "industry_trends", "block": null, "metadata": { "slideType": "industry_trends", "slideTypeCanon": { "name": "Industry trends", "slug": "industry_trends", "status": "active", "canonId": "019de52d-0b1d-7705-a0e0-c663199cd1fa", "version": 1, "description": null }, "function": "quantify_impact", "functionCanon": { "name": "Quantify impact", "slug": "quantify_impact", "status": "active", "canonId": "019de52d-1630-720d-b57d-fa7f76bebd8d", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 91, "componentCount": 12, "textChars": 1690, "nDataPoints": 2, "notes": "The slide uses a list-based structure to map industries to specific connectivity-enabled use cases.", "elementsJson": [ "headline_text", "big_number", "icon_grid", "paragraph" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:26.504+00", "seconds": 3.455, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/13", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-13", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "Advanced connectivity will catalyze the adoption of technologies to create disruptions in many industries", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:07+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3ba-7150-b02d-7f04ab3fec69", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.75, "x": 0.22, "y": 0.63 }, "kind": "list", "text": "Retail: Connectivity allows retailers to manage inventory, improve warehouse operations, coordinate supply chains, eliminate checkout activities, and add augmented reality for better product information", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:26.504+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "134d257c-0e8f-49a7-ad78-db586801448b", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.75, "x": 0.22, "y": 0.35 }, "kind": "list", "text": "Healthcare systems and services: Low-latency networks and high density of connected devices and sensors make it possible to monitor patients at home in real time, which could be a major boon in the treatment of chronic diseases", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:26.504+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "39337328-7e74-437e-a3bb-db55d37a9b77", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.75, "x": 0.22, "y": 0.49 }, "kind": "list", "text": "Aerospace and defense: From critical communications through nonterrestrial networks (NTN) to connected field assets, connectivity expansions such as 5G networks can vastly boost capabilities and performance for aerospace and defense users", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:26.504+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "aa3dc35b-def6-4800-b5f0-35bf037db13a", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.75, "x": 0.22, "y": 0.21 }, "kind": "list", "text": "Automotive and assembly: Connectivity could enable preventive maintenance, improve navigation, prevent collisions, enable various levels of vehicle autonomy and carpooling services, and provide personalized infotainment offerings", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:26.504+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "cbf89df2-ef5c-4c50-bf7e-930d62e07787", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.93, "x": 0.04, "y": 0.78 }, "kind": "list", "text": "Bridging the digital divide: With broader 5G, optic fiber, and satellite internet coverage, the digital divide for the next billion internet users is being bridged. Current users will also see their experiences improve significantly as network speeds and latency improve, enabling use cases previously considered unfeasible", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:26.504+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d06772cb-5eb6-4f6b-958e-1c3fab9d17db", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.15, "x": 0.04, "y": 0.31 }, "kind": "metric", "text": "$1.2T–$2.0T", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": null, "subkind": { "name": "Big number", "slug": "big-number", "status": "active", "canonId": "019de52c-fc70-70c8-b965-0584548a9204", "version": 1, "description": null }, "framework": null }, "subkind": "big-number", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:26.504+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "34bf37af-43e6-4df1-8aa7-abe41759050c", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "Estimated global GDP impact: $1.2T–$2.0T", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": { "name": "Quantification", "slug": "quantification", "status": "active", "bestFor": null, "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88", "version": 1, "bodyDocId": null, "description": "Translating a claim into numbers, charts, or tables.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:07+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3ba-7150-b02d-823885c098cf", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.75, "x": 0.04, "y": 0.13 }, "kind": "paragraph", "text": "Advanced connectivity will catalyze the adoption of technologies to create disruptions in many industries", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:26.504+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "3f4f6ca2-135a-468f-b014-71cb248e6b4a", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.15, "x": 0.04, "y": 0.42 }, "kind": "paragraph", "text": "Estimated global GDP impact from disruption in just 4 major industries", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:26.504+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e49010ec-fcb7-4dec-8bf7-f3de13394eb3", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.4, "x": 0.04, "y": 0.95 }, "kind": "source-note", "text": "Source: \"Connected world: An evolution in connectivity beyond the 5G revolution,\" McKinsey, Feb 2020", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:26.504+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "681d5569-ea56-4e85-ba04-b5dff5c22f9d", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.45, "x": 0.04, "y": 0.08 }, "kind": "title", "text": "What disruptions could the trend enable?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:26.504+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4323e985-d669-4f8d-9218-56a327178065", "parentComponentId": null } ], "metrics": [ { "metricRaw": "Estimated global GDP impact", "numberRaw": "$1.2T–$2.0T", "numberKind": "money", "actionTitle": "What disruptions could the trend enable?", "calloutText": "Advanced connectivity will catalyze the adoption of technologies to create disruptions in many industries", "numberScale": "t", "numberValue": 1.2, "metricFamily": "market_size", "numberCurrency": "$" } ], "tools": [], "frameworks": [], "arcBeats": [ { "to": 20, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 11, "name": "Evidence & Proof", "beatId": "a7873133-83cd-464a-bf5b-7ec4be554f8a", "matchId": "ffff5d27-65ea-42d7-a9e5-92835fd03fdb", "beatType": { "name": "Evidence & Proof", "slug": "consultants-gambit-evidence-proof", "status": "active", "canonId": "019dd9b8-07b1-7688-8e1e-7637fec3802a", "version": 1, "description": null }, "evidence": "The report provides data and analysis to support its findings", "position": 2, "isPrimaryArc": true, "parentBeatType": { "name": "Evidence", "slug": "evidence", "status": "active", "canonId": "019dd9b8-03f9-772a-b84a-4f07b415b77a", "version": 1, "description": "A dedicated proof beat exists in only ~4 arcs (Gambit, Sequoia, AIDA, Monroes). Other arcs embed evidence inline within development." }, "alignedBlockIds": null, "matchConfidence": 0.7 } ], "loops": [ { "to": 20, "from": 10, "loop": { "name": "01_logic_chain", "slug": "01-logic-chain", "status": "active", "bestFor": "Skeptical audiences, controversial recommendations, rigorous analysis", "canonId": "019dd956-6638-7457-8650-9b0b42e59fb3", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "Premise 1 (Accepted truth) -> Premise 2 (Observed fact) -> Therefore... (Inevitable conclusion)", "description": "Build an airtight chain of logic where each premise leads inevitably to the conclusion", "familyLabel": null }, "matchId": "3abe3360-5397-4a4c-8b21-9aad510ea8a8", "evidence": "The report uses logic chains to illustrate the relationships between trends and business outcomes", "position": 0, "objective": "To understand the impact of technology trends on business", "confidence": 0.6, "extraction": { "at": "2026-07-16 21:07:35.940116+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": "doc-narrative-v1" } } ], "locked": true }, { "page": 14, "type": "analysis", "title": "The slide uses a two-column layout to map industries to their specific technological disruptions.", "function": "summarize", "rawType": "industry_trends", "block": null, "metadata": { "slideType": "industry_trends", "slideTypeCanon": { "name": "Industry trends", "slug": "industry_trends", "status": "active", "canonId": "019de52d-0b1d-7705-a0e0-c663199cd1fa", "version": 1, "description": null }, "function": "summarize", "functionCanon": { "name": "Summarize", "slug": "summarize", "status": "active", "canonId": "019de52d-1541-704f-b86f-bf7b75056373", "version": 1, "description": null }, "density": "sparse", "densityScore": 15, "componentCount": 4, "textChars": 155, "nDataPoints": 0, "notes": "The slide uses a two-column layout to map industries to their specific technological disruptions.", "elementsJson": [ "headline_text", "comparison_table" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:25.68+00", "seconds": 2.466, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/14", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-14", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.02, "w": 0.15, "x": 0.04, "y": 0.92 }, "kind": "disclaimer", "text": "1Internet of Things.", "attrs": null, "canon": { "kind": { "name": "Disclaimer", "slug": "disclaimer", "status": "active", "canonId": "91173477-d91f-4024-bbaf-d4f93e3f82dc", "version": 1, "description": "Legal/cautionary text that occupies most of the body of its slide." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:25.68+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2239651f-56b9-4425-b95a-245060f00d6c", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.15, "x": 0.04, "y": 0.95 }, "kind": "source-note", "text": "Source: McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:25.68+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d7a22fdf-ab2a-494b-99d0-c33670f79e90", "parentComponentId": null }, { "bbox": { "h": 0.7, "w": 0.92, "x": 0.04, "y": 0.18 }, "kind": "table", "text": "Industry affected and Impact from technology trend columns", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:25.68+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "919ded76-702c-4eb3-b618-c595ca892078", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.6, "x": 0.04, "y": 0.08 }, "kind": "title", "text": "What disruptions could the trend enable? (continued)", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:25.68+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f077a205-66f7-4440-8fc7-fbd2afea35cc", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Table data", "slug": "table-data", "status": "active", "bestFor": null, "canonId": "019dd9e1-4fab-7168-a82f-b847350a006d", "version": 1, "bodyDocId": null, "description": "Tabular layouts of structured data.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "c319b91d-34f0-4d85-ace2-a737f88db80a", "evidence": "table/data: Industry affected and Impact from technology trend columns", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 21:17:56.797872+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 14, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [], "arcBeats": [ { "to": 20, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 11, "name": "Evidence & Proof", "beatId": "a7873133-83cd-464a-bf5b-7ec4be554f8a", "matchId": "ffff5d27-65ea-42d7-a9e5-92835fd03fdb", "beatType": { "name": "Evidence & Proof", "slug": "consultants-gambit-evidence-proof", "status": "active", "canonId": "019dd9b8-07b1-7688-8e1e-7637fec3802a", "version": 1, "description": null }, "evidence": "The report provides data and analysis to support its findings", "position": 2, "isPrimaryArc": true, "parentBeatType": { "name": "Evidence", "slug": "evidence", "status": "active", "canonId": "019dd9b8-03f9-772a-b84a-4f07b415b77a", "version": 1, "description": "A dedicated proof beat exists in only ~4 arcs (Gambit, Sequoia, AIDA, Monroes). Other arcs embed evidence inline within development." }, "alignedBlockIds": null, "matchConfidence": 0.7 } ], "loops": [ { "to": 20, "from": 10, "loop": { "name": "01_logic_chain", "slug": "01-logic-chain", "status": "active", "bestFor": "Skeptical audiences, controversial recommendations, rigorous analysis", "canonId": "019dd956-6638-7457-8650-9b0b42e59fb3", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "Premise 1 (Accepted truth) -> Premise 2 (Observed fact) -> Therefore... (Inevitable conclusion)", "description": "Build an airtight chain of logic where each premise leads inevitably to the conclusion", "familyLabel": null }, "matchId": "3abe3360-5397-4a4c-8b21-9aad510ea8a8", "evidence": "The report uses logic chains to illustrate the relationships between trends and business outcomes", "position": 0, "objective": "To understand the impact of technology trends on business", "confidence": 0.6, "extraction": { "at": "2026-07-16 21:07:35.940116+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": "doc-narrative-v1" } } ], "locked": true }, { "page": 15, "type": "analysis", "title": "The slide uses a split-screen layout to contrast positive drivers (Benefits) against structural challenges (Risks and uncertainties).", "function": "diagnose", "rawType": "industry_trends", "block": null, "metadata": { "slideType": "industry_trends", "slideTypeCanon": { "name": "Industry trends", "slug": "industry_trends", "status": "active", "canonId": "019de52d-0b1d-7705-a0e0-c663199cd1fa", "version": 1, "description": null }, "function": "diagnose", "functionCanon": { "name": "Diagnose", "slug": "diagnose", "status": "active", "canonId": "019de52d-1657-7223-acc5-7437d878c850", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 84, "componentCount": 10, "textChars": 1655, "nDataPoints": 0, "notes": "The slide uses a split-screen layout to contrast positive drivers (Benefits) against structural challenges (Risks and uncertainties).", "elementsJson": [ "headline_text", "bullet_list", "icon_grid" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:26.789+00", "seconds": 3.549, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/15", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-15", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "Advanced connectivity will be a huge catalyst for change as the value chain and ecosystem continue to mature.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:07+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3ba-7150-b02d-cdd93d6a2cbf", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.1, "x": 0.32, "y": 0.24 }, "kind": "image", "text": null, "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Illustration", "slug": "illustration", "status": "active", "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615", "version": 1, "description": null }, "framework": null }, "subkind": "illustration", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:26.789+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "820b8784-647a-4e1a-8c18-94149d8a764e", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.1, "x": 0.8, "y": 0.24 }, "kind": "image", "text": null, "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Illustration", "slug": "illustration", "status": "active", "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615", "version": 1, "description": null }, "framework": null }, "subkind": "illustration", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:26.789+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ad0b30a0-6d1a-48f4-8348-48844afafe65", "parentComponentId": null }, { "bbox": { "h": 0.35, "w": 0.4, "x": 0.05, "y": 0.42 }, "kind": "list", "text": "Enabler: Connectivity is a key enabler of revolutionary capabilities of digital transformations, driving efficiency through automation and enabling technologies reliant on high-quality connectivity such as cloud computing and IoT. Experience: Average consumers' experiences are enhanced with ubiquitous connectivity and significantly higher quality of service, enabling individuals to work remotely, access bandwidth-heavy services, stream higher-quality content, etc. Global aspirations: Advanced connectivity technologies are aspiring to have a global footprint, as countries from the global south and north stand to benefit significantly in the future, even if the rate of adoption is uneven", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:26.789+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "39dc5730-38f4-45ba-b50d-2a4d9fbc755a", "parentComponentId": null }, { "bbox": { "h": 0.35, "w": 0.4, "x": 0.54, "y": 0.42 }, "kind": "list", "text": "Ecosystem maturity: The ecosystems for evolving connectivity modalities such as LPWA and LEO are maturing, but so far, few players provide solutions and services in markets. Business viability: Commoditization of connectivity has meant that only a few telecom companies have been able to monetize 5G well enough to get a good ROI; the trajectory of capital expenditures and maintenance costs will also be closely watched. Availability: Some technologies, such as high-band 5G and LEO, may be limited by the large capital investments required to build out networks with competitive coverage and performance for mainstream use cases", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:26.789+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a46af315-a763-496c-9fcc-ea36ae04ce1c", "parentComponentId": null }, { "bbox": { "h": 0.06, "w": 0.4, "x": 0.05, "y": 0.18 }, "kind": "paragraph", "text": "Advanced connectivity will be a huge catalyst for change as the value chain and ecosystem continue to mature", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:26.789+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "da3034c9-1f26-4697-aea8-d36c764d5629", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.15, "x": 0.05, "y": 0.95 }, "kind": "source-note", "text": "Source: McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:26.789+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "cf21a553-9e3d-440b-8d34-2bff2ca367ff", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.15, "x": 0.05, "y": 0.35 }, "kind": "title", "text": "Benefits", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:26.789+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "644ca91b-1870-47a2-995d-c5f65304229d", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.3, "x": 0.54, "y": 0.29 }, "kind": "title", "text": "Risks and uncertainties", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:26.789+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "794a8b0d-d234-4612-a3bb-b02d796ae580", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.4, "x": 0.05, "y": 0.06 }, "kind": "title", "text": "What should leaders consider when engaging with the trend?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:26.789+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9993bb5a-e6f9-4eef-a855-0bc47385937a", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "73cf619d-babc-4127-bfd6-7a51188300a1", "evidence": "list/bullet: Enabler: Connectivity is a key enabler of revolutionary capabilities of digital transformations...", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.8, "extraction": { "at": "2026-07-16 21:17:56.869371+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 15, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [], "arcBeats": [ { "to": 20, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 11, "name": "Evidence & Proof", "beatId": "a7873133-83cd-464a-bf5b-7ec4be554f8a", "matchId": "ffff5d27-65ea-42d7-a9e5-92835fd03fdb", "beatType": { "name": "Evidence & Proof", "slug": "consultants-gambit-evidence-proof", "status": "active", "canonId": "019dd9b8-07b1-7688-8e1e-7637fec3802a", "version": 1, "description": null }, "evidence": "The report provides data and analysis to support its findings", "position": 2, "isPrimaryArc": true, "parentBeatType": { "name": "Evidence", "slug": "evidence", "status": "active", "canonId": "019dd9b8-03f9-772a-b84a-4f07b415b77a", "version": 1, "description": "A dedicated proof beat exists in only ~4 arcs (Gambit, Sequoia, AIDA, Monroes). Other arcs embed evidence inline within development." }, "alignedBlockIds": null, "matchConfidence": 0.7 } ], "loops": [ { "to": 20, "from": 10, "loop": { "name": "01_logic_chain", "slug": "01-logic-chain", "status": "active", "bestFor": "Skeptical audiences, controversial recommendations, rigorous analysis", "canonId": "019dd956-6638-7457-8650-9b0b42e59fb3", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "Premise 1 (Accepted truth) -> Premise 2 (Observed fact) -> Therefore... (Inevitable conclusion)", "description": "Build an airtight chain of logic where each premise leads inevitably to the conclusion", "familyLabel": null }, "matchId": "3abe3360-5397-4a4c-8b21-9aad510ea8a8", "evidence": "The report uses logic chains to illustrate the relationships between trends and business outcomes", "position": 0, "objective": "To understand the impact of technology trends on business", "confidence": 0.6, "extraction": { "at": "2026-07-16 21:07:35.940116+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": "doc-narrative-v1" } } ], "locked": true }, { "page": 16, "type": "analysis", "title": "McKinsey & Company slide 16.", "function": "summarize", "rawType": "industry_trends", "block": null, "metadata": { "slideType": "industry_trends", "slideTypeCanon": { "name": "Industry trends", "slug": "industry_trends", "status": "active", "canonId": "019de52d-0b1d-7705-a0e0-c663199cd1fa", "version": 1, "description": null }, "function": "summarize", "functionCanon": { "name": "Summarize", "slug": "summarize", "status": "active", "canonId": "019de52d-1541-704f-b86f-bf7b75056373", "version": 1, "description": null }, "density": "balanced", "densityScore": 31, "componentCount": 4, "textChars": 525, "nDataPoints": 0, "notes": "McKinsey & Company slide 16.", "elementsJson": [ "headline_text", "paragraph", "comparison_table", "icon_grid" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:28.347+00", "seconds": 5.098, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/16", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-16", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.12, "w": 0.92, "x": 0.04, "y": 0.15 }, "kind": "paragraph", "text": "Connectivity technologies are relatively mature with several examples of industries successfully using them to create impact in their operations and services. Cellular wireless, optical fiber, and LPWAN technologies are leading catalysts of change in these industries; applications include ubiquitous connectivity for consumers, industrial automation, and IoT applications such as smart meters", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:28.347+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a716dd09-a58d-4093-919e-6a1171c69ff5", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.15, "x": 0.04, "y": 0.95 }, "kind": "source-note", "text": "Source: McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:28.347+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "dd2056f6-69ae-4ac0-9610-cc646cf2ce37", "parentComponentId": null }, { "bbox": { "h": 0.55, "w": 0.92, "x": 0.04, "y": 0.35 }, "kind": "table", "text": "Industry affected vs Implications from technology trend", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:28.347+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "93ebb9aa-a5ee-412d-9f71-4a1f8721222c", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.5, "x": 0.04, "y": 0.08 }, "kind": "title", "text": "What industries could be most affected by the trend?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:28.347+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "fe861c15-1f9d-499f-b523-634368b6d871", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Table data", "slug": "table-data", "status": "active", "bestFor": null, "canonId": "019dd9e1-4fab-7168-a82f-b847350a006d", "version": 1, "bodyDocId": null, "description": "Tabular layouts of structured data.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "dd4eccba-4310-4ef8-8bf9-96d49f2dd405", "evidence": "table/data: Industry affected vs Implications from technology trend", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 21:17:56.94069+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 16, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [], "arcBeats": [ { "to": 20, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 11, "name": "Evidence & Proof", "beatId": "a7873133-83cd-464a-bf5b-7ec4be554f8a", "matchId": "ffff5d27-65ea-42d7-a9e5-92835fd03fdb", "beatType": { "name": "Evidence & Proof", "slug": "consultants-gambit-evidence-proof", "status": "active", "canonId": "019dd9b8-07b1-7688-8e1e-7637fec3802a", "version": 1, "description": null }, "evidence": "The report provides data and analysis to support its findings", "position": 2, "isPrimaryArc": true, "parentBeatType": { "name": "Evidence", "slug": "evidence", "status": "active", "canonId": "019dd9b8-03f9-772a-b84a-4f07b415b77a", "version": 1, "description": "A dedicated proof beat exists in only ~4 arcs (Gambit, Sequoia, AIDA, Monroes). Other arcs embed evidence inline within development." }, "alignedBlockIds": null, "matchConfidence": 0.7 } ], "loops": [ { "to": 20, "from": 10, "loop": { "name": "01_logic_chain", "slug": "01-logic-chain", "status": "active", "bestFor": "Skeptical audiences, controversial recommendations, rigorous analysis", "canonId": "019dd956-6638-7457-8650-9b0b42e59fb3", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "Premise 1 (Accepted truth) -> Premise 2 (Observed fact) -> Therefore... (Inevitable conclusion)", "description": "Build an airtight chain of logic where each premise leads inevitably to the conclusion", "familyLabel": null }, "matchId": "3abe3360-5397-4a4c-8b21-9aad510ea8a8", "evidence": "The report uses logic chains to illustrate the relationships between trends and business outcomes", "position": 0, "objective": "To understand the impact of technology trends on business", "confidence": 0.6, "extraction": { "at": "2026-07-16 21:07:35.940116+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": "doc-narrative-v1" } } ], "locked": true }, { "page": 17, "type": "evidence", "title": "The slide uses a list-based structure to present four distinct corporate examples across two industry sectors.", "function": "cite_precedent", "rawType": "client_example", "block": null, "metadata": { "slideType": "client_example", "slideTypeCanon": { "name": "Client example", "slug": "client_example", "status": "active", "canonId": "019de52d-0c87-77cb-9867-613ae22e95ac", "version": 1, "description": null }, "function": "cite_precedent", "functionCanon": { "name": "Cite precedent", "slug": "cite_precedent", "status": "active", "canonId": "019de52d-142b-714b-86d4-58aad7b568ec", "version": 1, "description": null }, "density": "balanced", "densityScore": 32, "componentCount": 4, "textChars": 446, "nDataPoints": 2, "notes": "The slide uses a list-based structure to present four distinct corporate examples across two industry sectors.", "elementsJson": [ "headline_text", "paragraph", "photo" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:25.785+00", "seconds": 2.396, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/17", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-17", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "Leading players across industries have already leveraged advanced connectivity to optimize their operations.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:08+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3ba-7150-b02e-08d0dd12a05b", "parentComponentId": null }, { "bbox": { "h": 0.6, "w": 0.92, "x": 0.04, "y": 0.3 }, "kind": "list", "text": "Automotive and assembly: Volkswagen (5G private networks), Michelin (LPWAN for inventory), Bosch (5G private network). Telecommunications: Verizon (5G in NFL stadiums).", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:25.785+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "18f22424-fff8-4e88-8b11-79493bc902e5", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.92, "x": 0.04, "y": 0.24 }, "kind": "paragraph", "text": "Leading players across industries have already leveraged advanced connectivity to optimize their operations", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:25.785+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1360653e-80bd-4e45-9fd6-6c4ad10e6e20", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.92, "x": 0.04, "y": 0.08 }, "kind": "title", "text": "Who has successfully created impact with advanced connectivity?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:25.785+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "df7f25dd-c5e6-48c6-8eb7-c5a089b95549", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "7a76f21d-51e3-4610-a85a-f2e4cf7ed235", "evidence": "list/bullet: Automotive and assembly: Volkswagen (5G private networks), Michelin (LPWAN for inventory), Bosch (5G private network).", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.8, "extraction": { "at": "2026-07-16 21:17:57.014425+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 17, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [ { "matchId": "92cbb383-b1ab-423a-a4bb-02c757df749f", "evidence": "The slide uses a structured list to present multiple case studies.", "framework": null, "confidence": 0.8, "extraction": { "at": "2026-05-02 19:18:25.785+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 17, "frameworkName": "list-presentation" } ], "arcBeats": [ { "to": 20, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 11, "name": "Evidence & Proof", "beatId": "a7873133-83cd-464a-bf5b-7ec4be554f8a", "matchId": "ffff5d27-65ea-42d7-a9e5-92835fd03fdb", "beatType": { "name": "Evidence & Proof", "slug": "consultants-gambit-evidence-proof", "status": "active", "canonId": "019dd9b8-07b1-7688-8e1e-7637fec3802a", "version": 1, "description": null }, "evidence": "The report provides data and analysis to support its findings", "position": 2, "isPrimaryArc": true, "parentBeatType": { "name": "Evidence", "slug": "evidence", "status": "active", "canonId": "019dd9b8-03f9-772a-b84a-4f07b415b77a", "version": 1, "description": "A dedicated proof beat exists in only ~4 arcs (Gambit, Sequoia, AIDA, Monroes). Other arcs embed evidence inline within development." }, "alignedBlockIds": null, "matchConfidence": 0.7 } ], "loops": [ { "to": 20, "from": 10, "loop": { "name": "01_logic_chain", "slug": "01-logic-chain", "status": "active", "bestFor": "Skeptical audiences, controversial recommendations, rigorous analysis", "canonId": "019dd956-6638-7457-8650-9b0b42e59fb3", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "Premise 1 (Accepted truth) -> Premise 2 (Observed fact) -> Therefore... (Inevitable conclusion)", "description": "Build an airtight chain of logic where each premise leads inevitably to the conclusion", "familyLabel": null }, "matchId": "3abe3360-5397-4a4c-8b21-9aad510ea8a8", "evidence": "The report uses logic chains to illustrate the relationships between trends and business outcomes", "position": 0, "objective": "To understand the impact of technology trends on business", "confidence": 0.6, "extraction": { "at": "2026-07-16 21:07:35.940116+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": "doc-narrative-v1" } } ], "locked": true }, { "page": 18, "type": "analysis", "title": "The slide uses a numbered list format to structure complex industry questions.", "function": "frame_problem", "rawType": "industry_trends", "block": null, "metadata": { "slideType": "industry_trends", "slideTypeCanon": { "name": "Industry trends", "slug": "industry_trends", "status": "active", "canonId": "019de52d-0b1d-7705-a0e0-c663199cd1fa", "version": 1, "description": null }, "function": "frame_problem", "functionCanon": { "name": "Frame problem", "slug": "frame_problem", "status": "active", "canonId": "019de52d-13db-753e-ad70-e9b2d0dab398", "version": 1, "description": null }, "density": "dense", "densityScore": 74, "componentCount": 8, "textChars": 1264, "nDataPoints": 0, "notes": "The slide uses a numbered list format to structure complex industry questions.", "elementsJson": [ "headline_text", "paragraph", "numbered_list", "photo" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:26.486+00", "seconds": 3.058, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/18", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-18", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "Despite relative maturity, advanced connectivity technologies still spark a certain amount of debate regarding their implementation and perceived vs realized benefits.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:07+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3ba-7150-b02d-f0ba5fd0af60", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.48, "x": 0.48, "y": 0.37 }, "kind": "list", "text": "How will satellite constellations shift the balance of bandwidth from terrestrial connectivity to space-to-Earth connectivity? A few players are already piloting internet services... However, due to high capital expenditures... LEO connectivity cannot fully serve as a substitute", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:26.486+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "69837a36-79e9-4642-939d-f49b5783dc67", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.48, "x": 0.48, "y": 0.08 }, "kind": "list", "text": "Can 5G completely replace 4G LTE? What percentage of new networks will have high-band 5G? Private 5G networks are a proven technology... However, shifting from 4G LTE to private 5G may not be cost-effective for all players", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:26.486+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "db23a8fd-80de-4e0d-a585-b8f734577c44", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.48, "x": 0.48, "y": 0.63 }, "kind": "list", "text": "Will certain LPWA protocols emerge as the standards for particular industries? Or will 5G outcompete LPWA networks for IoT applications? Depending on availability of traditional LTE networks... LPWA standards vary in terms of bandwidth, cost, power consumption", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:26.486+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e544b218-d275-46f9-b870-e1cdacba2e11", "parentComponentId": null }, { "bbox": { "h": 0.8, "w": 0.15, "x": 0.32, "y": 0.08 }, "kind": "list", "text": "1. 5G Transition\n2. Extraterrestrial networking\n3. Choosing LPWA standards", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Numbered list", "slug": "numbered", "status": "active", "canonId": "019de52c-fcc0-7718-a284-a4250c805df2", "version": 1, "description": null }, "framework": null }, "subkind": "numbered", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:26.486+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "118cfae5-cde8-41eb-81c7-7f14e99c6cc0", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.25, "x": 0.04, "y": 0.34 }, "kind": "paragraph", "text": "Despite relative maturity, advanced connectivity technologies still spark a certain amount of debate regarding their implementation and perceived vs realized benefits", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:26.486+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5e6483c3-6ffc-41aa-b45c-379acc1b46cd", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.2, "x": 0.38, "y": 0.97 }, "kind": "source-note", "text": "Source: Expert interviews; McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:26.486+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "496f57b6-9e27-4f5f-bb1d-f6283ec105d1", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.25, "x": 0.04, "y": 0.11 }, "kind": "title", "text": "What are some topics of debate related to the trend?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:26.486+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "95475cd8-9fe9-451c-b83c-390ea93af6b3", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "f8e1cc05-3ea1-4614-afd4-e926000258e1", "evidence": "list/bullet: How will satellite constellations shift the balance of bandwidth from terrestrial connectivity to space-to-Earth connectivity?", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.8, "extraction": { "at": "2026-07-16 21:17:57.088529+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 18, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [], "arcBeats": [ { "to": 20, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 11, "name": "Evidence & Proof", "beatId": "a7873133-83cd-464a-bf5b-7ec4be554f8a", "matchId": "ffff5d27-65ea-42d7-a9e5-92835fd03fdb", "beatType": { "name": "Evidence & Proof", "slug": "consultants-gambit-evidence-proof", "status": "active", "canonId": "019dd9b8-07b1-7688-8e1e-7637fec3802a", "version": 1, "description": null }, "evidence": "The report provides data and analysis to support its findings", "position": 2, "isPrimaryArc": true, "parentBeatType": { "name": "Evidence", "slug": "evidence", "status": "active", "canonId": "019dd9b8-03f9-772a-b84a-4f07b415b77a", "version": 1, "description": "A dedicated proof beat exists in only ~4 arcs (Gambit, Sequoia, AIDA, Monroes). Other arcs embed evidence inline within development." }, "alignedBlockIds": null, "matchConfidence": 0.7 } ], "loops": [ { "to": 20, "from": 10, "loop": { "name": "01_logic_chain", "slug": "01-logic-chain", "status": "active", "bestFor": "Skeptical audiences, controversial recommendations, rigorous analysis", "canonId": "019dd956-6638-7457-8650-9b0b42e59fb3", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "Premise 1 (Accepted truth) -> Premise 2 (Observed fact) -> Therefore... (Inevitable conclusion)", "description": "Build an airtight chain of logic where each premise leads inevitably to the conclusion", "familyLabel": null }, "matchId": "3abe3360-5397-4a4c-8b21-9aad510ea8a8", "evidence": "The report uses logic chains to illustrate the relationships between trends and business outcomes", "position": 0, "objective": "To understand the impact of technology trends on business", "confidence": 0.6, "extraction": { "at": "2026-07-16 21:07:35.940116+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": "doc-narrative-v1" } } ], "locked": true }, { "page": 19, "type": "appendix", "function": "appendix", "rawType": "appendix", "block": null, "metadata": { "slideType": "appendix", "slideTypeCanon": { "name": "Appendix", "slug": "appendix", "status": "active", "canonId": "019de52d-0762-71f8-b564-89ab863301cc", "version": 1, "description": null }, "function": "appendix", "functionCanon": { "name": "Appendix", "slug": "appendix", "status": "active", "canonId": "019de52d-138d-750b-83c3-49b4bc7a7a38", "version": 1, "description": null }, "density": "balanced", "densityScore": 26, "componentCount": 2, "textChars": 623, "nDataPoints": 0, "notes": null, "elementsJson": [ "headline_text", "bullet_list" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:26.252+00", "seconds": 2.459, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/19", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-19", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.642, "w": 0.553, "x": 0.044, "y": 0.258 }, "kind": "list", "text": "Knowledge center\nMcKinsey Center for Advanced Connectivity\nRelated reading\nConnected world: An evolution in connectivity beyond the 5G revolution\nInterview: Laying the foundation to accelerate the enterprise IoT journey\nUnlocking the value of 5G in the B2C marketplace\nReliably connecting the workforce of the future (which is now)\nBreaking through the hype: The real-world benefits of 5G connectivity\nHow tapping connectivity in oil and gas can fuel higher performance\nAgriculture’s connected future: How technology can yield new growth\nHow our latest work helps leaders get ready for the 5G revolution", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:26.252+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2596e98f-dc0e-4bec-bc7e-b630c9c6759e", "parentComponentId": null }, { "bbox": { "h": 0.035, "w": 0.325, "x": 0.044, "y": 0.083 }, "kind": "title", "text": "Additional resources", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:26.252+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f0750cb9-0085-4fbd-bd17-680937c8ef6e", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [ { "to": 20, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 11, "name": "Evidence & Proof", "beatId": "a7873133-83cd-464a-bf5b-7ec4be554f8a", "matchId": "ffff5d27-65ea-42d7-a9e5-92835fd03fdb", "beatType": { "name": "Evidence & Proof", "slug": "consultants-gambit-evidence-proof", "status": "active", "canonId": "019dd9b8-07b1-7688-8e1e-7637fec3802a", "version": 1, "description": null }, "evidence": "The report provides data and analysis to support its findings", "position": 2, "isPrimaryArc": true, "parentBeatType": { "name": "Evidence", "slug": "evidence", "status": "active", "canonId": "019dd9b8-03f9-772a-b84a-4f07b415b77a", "version": 1, "description": "A dedicated proof beat exists in only ~4 arcs (Gambit, Sequoia, AIDA, Monroes). Other arcs embed evidence inline within development." }, "alignedBlockIds": null, "matchConfidence": 0.7 } ], "loops": [ { "to": 20, "from": 10, "loop": { "name": "01_logic_chain", "slug": "01-logic-chain", "status": "active", "bestFor": "Skeptical audiences, controversial recommendations, rigorous analysis", "canonId": "019dd956-6638-7457-8650-9b0b42e59fb3", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "Premise 1 (Accepted truth) -> Premise 2 (Observed fact) -> Therefore... (Inevitable conclusion)", "description": "Build an airtight chain of logic where each premise leads inevitably to the conclusion", "familyLabel": null }, "matchId": "3abe3360-5397-4a4c-8b21-9aad510ea8a8", "evidence": "The report uses logic chains to illustrate the relationships between trends and business outcomes", "position": 0, "objective": "To understand the impact of technology trends on business", "confidence": 0.6, "extraction": { "at": "2026-07-16 21:07:35.940116+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": "doc-narrative-v1" } } ], "locked": true }, { "page": 20, "type": "setup", "function": "front_matter", "rawType": "cover", "block": null, "metadata": { "slideType": "cover", "slideTypeCanon": { "name": "Cover", "slug": "cover", "status": "active", "canonId": "019de52d-05f2-729d-9f93-e0504f0a2410", "version": 1, "description": null }, "function": "front_matter", "functionCanon": { "name": "Front matter", "slug": "front_matter", "status": "active", "canonId": "019de52d-133d-73f0-9e26-201eda96b098", "version": 1, "description": null }, "density": "sparse", "densityScore": 18, "componentCount": 5, "textChars": 78, "nDataPoints": 0, "notes": null, "elementsJson": [ "photo" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:28.841+00", "seconds": 5, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/20", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-20", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.08, "w": 0.15, "x": 0.04, "y": 0.06 }, "kind": "image", "text": "McKinsey & Company", "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Logo", "slug": "logo", "status": "active", "canonId": "019de52c-fdaf-743d-94c4-d7c6a0e55302", "version": 1, "description": null }, "framework": null }, "subkind": "logo", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:28.841+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8b2324be-5c27-493d-8cde-3ab5d04bf689", "parentComponentId": null }, { "bbox": { "h": 0.5, "w": 0.4, "x": 0.6, "y": 0.5 }, "kind": "image", "text": null, "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Photo", "slug": "photo", "status": "active", "canonId": "019de52c-fd37-757f-b4a8-ca26d4888875", "version": 1, "description": null }, "framework": null }, "subkind": "photo", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:28.841+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "33857598-3f78-450b-ae5c-6bebf2f72291", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.1, "x": 0.04, "y": 0.72 }, "kind": "paragraph", "text": "August 2022", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:28.841+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "cccd43c7-2097-41ed-83fd-77e007f39265", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.45, "x": 0.04, "y": 0.235 }, "kind": "title", "text": "McKinsey Technology Trends Outlook 2022", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:28.841+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "aaa8ea20-c739-490b-99ad-4f44eacd4971", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.2, "x": 0.04, "y": 0.54 }, "kind": "title", "text": "Applied AI", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Subtitle", "slug": "subtitle", "status": "active", "canonId": "019de52c-fb09-739d-900c-815b0d9ac526", "version": 1, "description": null }, "framework": null }, "subkind": "subtitle", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:28.841+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0166443d-bab6-4db1-bb23-decb2072240a", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Slide recipe: Cover", "slug": "cover-slide", "status": "active", "bestFor": null, "canonId": "019df269-2a08-767d-9128-e7431e6fe8a3", "version": 1, "bodyDocId": "019df269-29e5-7738-b5fa-6892e5dc8e65", "description": "The first ten seconds. Build it deliberately.", "familyLabel": "slide-recipe", "categoryName": "Slide", "categorySlug": "slide" }, "agent": "designer", "layer": "slide", "agents": [ "designer" ], "matchId": "bf00354a-14e8-45f1-b090-f08eb89f4ca6", "evidence": "title/headline: McKinsey Technology Trends Outlook 2022", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 21:17:57.197513+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 20, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [ { "to": 20, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 11, "name": "Evidence & Proof", "beatId": "a7873133-83cd-464a-bf5b-7ec4be554f8a", "matchId": "ffff5d27-65ea-42d7-a9e5-92835fd03fdb", "beatType": { "name": "Evidence & Proof", "slug": "consultants-gambit-evidence-proof", "status": "active", "canonId": "019dd9b8-07b1-7688-8e1e-7637fec3802a", "version": 1, "description": null }, "evidence": "The report provides data and analysis to support its findings", "position": 2, "isPrimaryArc": true, "parentBeatType": { "name": "Evidence", "slug": "evidence", "status": "active", "canonId": "019dd9b8-03f9-772a-b84a-4f07b415b77a", "version": 1, "description": "A dedicated proof beat exists in only ~4 arcs (Gambit, Sequoia, AIDA, Monroes). Other arcs embed evidence inline within development." }, "alignedBlockIds": null, "matchConfidence": 0.7 } ], "loops": [ { "to": 20, "from": 10, "loop": { "name": "01_logic_chain", "slug": "01-logic-chain", "status": "active", "bestFor": "Skeptical audiences, controversial recommendations, rigorous analysis", "canonId": "019dd956-6638-7457-8650-9b0b42e59fb3", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "Premise 1 (Accepted truth) -> Premise 2 (Observed fact) -> Therefore... (Inevitable conclusion)", "description": "Build an airtight chain of logic where each premise leads inevitably to the conclusion", "familyLabel": null }, "matchId": "3abe3360-5397-4a4c-8b21-9aad510ea8a8", "evidence": "The report uses logic chains to illustrate the relationships between trends and business outcomes", "position": 0, "objective": "To understand the impact of technology trends on business", "confidence": 0.6, "extraction": { "at": "2026-07-16 21:07:35.940116+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": "doc-narrative-v1" } } ], "locked": true }, { "page": 21, "type": "analysis", "title": "The slide uses a robotic hand illustration to represent AI.", "function": "establish_context", "rawType": "industry_trends", "block": null, "metadata": { "slideType": "industry_trends", "slideTypeCanon": { "name": "Industry trends", "slug": "industry_trends", "status": "active", "canonId": "019de52d-0b1d-7705-a0e0-c663199cd1fa", "version": 1, "description": null }, "function": "establish_context", "functionCanon": { "name": "Establish context", "slug": "establish_context", "status": "active", "canonId": "019de52d-1314-74e6-9074-d213dc0bdcdf", "version": 1, "description": null }, "density": "dense", "densityScore": 63, "componentCount": 7, "textChars": 886, "nDataPoints": 0, "notes": "The slide uses a robotic hand illustration to represent AI.", "elementsJson": [ "headline_text", "paragraph", "icon_grid", "bullet_list", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:27.01+00", "seconds": 2.93, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/21", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-21", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "Applied AI uses intelligent application to solve classification, prediction, and control problems to automate, add, or augment real-world business use cases.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:08+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3ba-7150-b02e-51e7e6ac422f", "parentComponentId": null }, { "bbox": { "h": 0.5, "w": 0.35, "x": 0, "y": 0.4 }, "kind": "image", "text": null, "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Illustration", "slug": "illustration", "status": "active", "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615", "version": 1, "description": null }, "framework": null }, "subkind": "illustration", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:27.01+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "186ce91f-56c9-4c08-a40f-24f10d2cd560", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.25, "x": 0.38, "y": 0.65 }, "kind": "list", "text": "Machine learning (ML)\nComputer vision\nNatural-language processing (NLP)\nDeep reinforcement learning\nKnowledge graphs", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:27.01+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1395f602-002e-40b0-be5f-2fd88e295eaf", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.25, "x": 0.7, "y": 0.65 }, "kind": "list", "text": "Risk management\nService operations optimization\nProduct and/or service development", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:27.01+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4b517d2a-93e0-4fe3-8d1a-52d378c8523d", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.55, "x": 0.38, "y": 0.25 }, "kind": "paragraph", "text": "Applied AI uses intelligent application to solve classification, prediction, and control problems to automate, add, or augment real-world business use cases. As AI technologies rapidly push new frontiers of innovation, business adoption continues to grow across use cases", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:27.01+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6c75f9c1-2ce6-493e-bc3b-e36da03e4087", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.5, "x": 0.04, "y": 0.9 }, "kind": "source-note", "text": "¹Technologies are nonexhaustive and examples that are at the frontier of innovation and used across industries.\n²Use cases are nonexhaustive and industry agnostic examples that are leading in business adoption.\nSource: McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:27.01+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7b7f8346-019f-4387-bd17-a1314c1d7248", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.25, "x": 0.04, "y": 0.25 }, "kind": "title", "text": "What is the trend about?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:27.01+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7026df55-9791-4ee4-8678-aaa5d17aaea2", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 22, "type": "analysis", "title": "The slide uses a split-layout: a bar chart on the left showing adoption rates by region, and a list of key metrics on the right.", "function": "quantify_impact", "rawType": "industry_trends", "block": null, "metadata": { "slideType": "industry_trends", "slideTypeCanon": { "name": "Industry trends", "slug": "industry_trends", "status": "active", "canonId": "019de52d-0b1d-7705-a0e0-c663199cd1fa", "version": 1, "description": null }, "function": "quantify_impact", "functionCanon": { "name": "Quantify impact", "slug": "quantify_impact", "status": "active", "canonId": "019de52d-1630-720d-b57d-fa7f76bebd8d", "version": 1, "description": null }, "density": "dense", "densityScore": 74, "componentCount": 10, "textChars": 476, "nDataPoints": 16, "notes": "The slide uses a split-layout: a bar chart on the left showing adoption rates by region, and a list of key metrics on the right.", "elementsJson": [ "headline_text", "bar_chart_grouped", "icon_grid", "big_number", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:31.157+00", "seconds": 6.825, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/22", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-22", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "AI adoption has continually increased, enabled by its financial investment and development for easier access.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:08+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3ba-7150-b02e-7c8118f7a6d8", "parentComponentId": null }, { "bbox": { "h": 0.55, "w": 0.45, "x": 0.04, "y": 0.3 }, "kind": "chart", "text": "AI adoption by organizations, 2020–21, %", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Grouped bar chart", "slug": "bar-grouped", "status": "active", "canonId": "019de52c-ff3b-751e-a8ff-f21ff11097b1", "version": 1, "description": null }, "framework": null }, "subkind": "bar-grouped", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:31.157+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "debae321-cd15-4ec3-a55b-020aa7acfb5c", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.1, "x": 0.55, "y": 0.2 }, "kind": "metric", "text": "56%", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": null, "subkind": { "name": "Big number", "slug": "big-number", "status": "active", "canonId": "019de52c-fc70-70c8-b965-0584548a9204", "version": 1, "description": null }, "framework": null }, "subkind": "big-number", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:31.157+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1c559ca2-dad4-4516-b3b0-1dcf51ea8fc6", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.1, "x": 0.55, "y": 0.43 }, "kind": "metric", "text": "94.4%", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": null, "subkind": { "name": "Big number", "slug": "big-number", "status": "active", "canonId": "019de52c-fc70-70c8-b965-0584548a9204", "version": 1, "description": null }, "framework": null }, "subkind": "big-number", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:31.157+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "3fa0bc10-df64-4192-b92f-4f505777b8cb", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.1, "x": 0.55, "y": 0.57 }, "kind": "metric", "text": "30x", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": null, "subkind": { "name": "Big number", "slug": "big-number", "status": "active", "canonId": "019de52c-fc70-70c8-b965-0584548a9204", "version": 1, "description": null }, "framework": null }, "subkind": "big-number", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:31.157+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7426d1cc-1312-4e4b-b15a-d3f9edac07eb", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.15, "x": 0.55, "y": 0.73 }, "kind": "metric", "text": "$93.5 billion", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": null, "subkind": { "name": "Big number", "slug": "big-number", "status": "active", "canonId": "019de52c-fc70-70c8-b965-0584548a9204", "version": 1, "description": null }, "framework": null }, "subkind": "big-number", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:31.157+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "846b28a6-408f-409d-9c02-f0a348a30310", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "AI adoption rate: 56%", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": { "name": "Quantification", "slug": "quantification", "status": "active", "bestFor": null, "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88", "version": 1, "bodyDocId": null, "description": "Translating a claim into numbers, charts, or tables.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:08+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3ba-7150-b02e-80e38aa830c8", "parentComponentId": null }, { "bbox": { "h": 0.06, "w": 0.4, "x": 0.04, "y": 0.22 }, "kind": "paragraph", "text": "AI adoption has continually increased, enabled by its financial investment and development for easier access", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:31.157+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2cfec3a3-6169-4748-a1d4-3157720a28fd", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.45, "x": 0.04, "y": 0.94 }, "kind": "source-note", "text": "Source: Daniel Zhang et al., The AI Index 2022 annual report, Stanford University, Mar 2022; “The state of AI in 2021,” McKinsey, Dec 8, 2021", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:31.157+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6a944fd4-74d2-4a46-b88c-1c048c897256", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.35, "x": 0.04, "y": 0.03 }, "kind": "title", "text": "Why should leaders pay attention?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:31.157+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f5e8ff03-c56b-43d0-a4c3-8098769baa40", "parentComponentId": null } ], "metrics": [ { "metricRaw": "AI adoption rate", "numberRaw": "56%", "numberKind": "percent", "actionTitle": "Why should leaders pay attention?", "calloutText": "AI adoption has continually increased, enabled by its financial investment and development for easier access.", "numberScale": null, "numberValue": 56, "metricFamily": "share_penetration", "numberCurrency": null } ], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 23, "type": "resolution", "title": "The slide uses a bubble chart to show value at stake and a grouped bar chart to compare financial performance between 'Others' and 'Analytics leaders'.", "function": "quantify_impact", "rawType": "impact_sizing", "block": null, "metadata": { "slideType": "impact_sizing", "slideTypeCanon": { "name": "Impact sizing", "slug": "impact_sizing", "status": "active", "canonId": "019de52d-0d26-773b-aeda-2d1930f5636d", "version": 1, "description": null }, "function": "quantify_impact", "functionCanon": { "name": "Quantify impact", "slug": "quantify_impact", "status": "active", "canonId": "019de52d-1630-720d-b57d-fa7f76bebd8d", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 81, "componentCount": 9, "textChars": 839, "nDataPoints": 14, "notes": "The slide uses a bubble chart to show value at stake and a grouped bar chart to compare financial performance between 'Others' and 'Analytics leaders'.", "elementsJson": [ "headline_text", "bubble_chart", "bar_chart_grouped", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:32.051+00", "seconds": 7.685, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/23", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-23", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "The potential value at stake from AI is $10 to $15 trillion ... and leaders adopting AI exhibit stronger financial performance.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:30+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3bb-700a-9d93-e7e130349fc7", "parentComponentId": null }, { "bbox": { "h": 0.5, "w": 0.4, "x": 0.53, "y": 0.28 }, "kind": "chart", "text": "AI maturity and financial performance", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Grouped bar chart", "slug": "bar-grouped", "status": "active", "canonId": "019de52c-ff3b-751e-a8ff-f21ff11097b1", "version": 1, "description": null }, "framework": null }, "subkind": "bar-grouped", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:32.051+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a9395f03-85ac-4d63-91cb-e6b729937294", "parentComponentId": null }, { "bbox": { "h": 0.6, "w": 0.4, "x": 0.04, "y": 0.28 }, "kind": "chart", "text": "Global annual potential, forecast Value at stake, $ trillion", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Bubble chart", "slug": "bubble", "status": "active", "canonId": "019de52d-00a4-756f-8978-8d5e48905dbc", "version": 1, "description": null }, "framework": null }, "subkind": "bubble", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:32.051+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "186b3aa2-4811-440f-a7a3-55522fccae44", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "Value at stake: $10-15 trillion", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": { "name": "Quantification", "slug": "quantification", "status": "active", "bestFor": null, "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88", "version": 1, "bodyDocId": null, "description": "Translating a claim into numbers, charts, or tables.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:30+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3bb-700a-9d93-e963b32ba7bf", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.4, "x": 0.53, "y": 0.17 }, "kind": "paragraph", "text": "... and leaders adopting AI exhibit stronger financial performance", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:32.051+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6b3140af-a65d-464d-b28a-77dcd9185073", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.4, "x": 0.04, "y": 0.17 }, "kind": "paragraph", "text": "The potential value at stake from AI is $10 to $15 trillion ...", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:32.051+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ebbf37ab-077b-4803-8ad9-d6c61d6e4725", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.4, "x": 0.53, "y": 0.85 }, "kind": "source-note", "text": "1AI leaders are defined as the top quintile of companies that have that taken the McKinsey Analytics Quotient (AQ) assessment. 2Includes revenue through fiscal year 2019; during this time, the 5-year revenue CAGR of the S&P 500 index was 4.1%. 3Includes TSR through FY 2019; during this time, the 5-year TSR CAGR of the S&P 500 index was 11.7%.", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:32.051+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7047485a-4a72-4870-9483-837a593549ae", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.3, "x": 0.04, "y": 0.95 }, "kind": "source-note", "text": "Source: S&P Global, Oct 2020; McKinsey Analytics Quotient data set", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:32.051+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "839d41bc-7352-4ef2-9fb9-1a85e5a07f19", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.4, "x": 0.04, "y": 0.03 }, "kind": "title", "text": "Why should leaders pay attention? (continued)", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:32.051+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "dbef422d-3557-4772-93ff-e100d6946303", "parentComponentId": null } ], "metrics": [ { "metricRaw": "Value at stake", "numberRaw": "$10-15 trillion", "numberKind": "money", "actionTitle": null, "calloutText": "The potential value at stake from AI is $10 to $15 trillion ... and leaders adopting AI exhibit stronger financial performance.", "numberScale": null, "numberValue": 10, "metricFamily": "market_size", "numberCurrency": "$" } ], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 24, "type": "analysis", "title": "The slide uses a stacked bar chart representation within a table format to visualize survey data.", "function": "quantify_impact", "rawType": "data_table", "block": null, "metadata": { "slideType": "data_table", "slideTypeCanon": { "name": "Data table", "slug": "data_table", "status": "active", "canonId": "019de52d-0bbd-71b9-9918-417f904abbf8", "version": 1, "description": null }, "function": "quantify_impact", "functionCanon": { "name": "Quantify impact", "slug": "quantify_impact", "status": "active", "canonId": "019de52d-1630-720d-b57d-fa7f76bebd8d", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 77, "componentCount": 9, "textChars": 599, "nDataPoints": 112, "notes": "The slide uses a stacked bar chart representation within a table format to visualize survey data.", "elementsJson": [ "headline_text", "data_table", "big_number", "callout_box" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:27.727+00", "seconds": 3.355, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/24", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-24", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.1, "w": 0.25, "x": 0.73, "y": 0.2 }, "kind": "callout", "text": "Across business functions, AI has already made notable financial impact", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:27.727+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "af6ddfb9-b037-46d8-8316-dbf4b76e63a4", "parentComponentId": null }, { "bbox": { "h": 0.55, "w": 0.45, "x": 0.25, "y": 0.35 }, "kind": "chart", "text": "Stacked bar charts representing revenue increase and cost decrease segments", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Stacked bar chart", "slug": "bar-stacked", "status": "active", "canonId": "019de52c-feec-74bf-9028-15b74f84f0a7", "version": 1, "description": null }, "framework": null }, "subkind": "bar-stacked", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:27.727+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "83fb9463-713c-484c-8ae8-455cb257d827", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.25, "x": 0.73, "y": 0.75 }, "kind": "metric", "text": "79% Average share of respondents reporting a cost decrease via AI adoption", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": null, "subkind": { "name": "Big number", "slug": "big-number", "status": "active", "canonId": "019de52c-fc70-70c8-b965-0584548a9204", "version": 1, "description": null }, "framework": null }, "subkind": "big-number", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:27.727+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "50beac5a-60e8-4858-87ef-6e9f941f86a9", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.25, "x": 0.73, "y": 0.55 }, "kind": "metric", "text": "67% Average share of respondents reporting a revenue increase via AI adoption", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": null, "subkind": { "name": "Big number", "slug": "big-number", "status": "active", "canonId": "019de52c-fc70-70c8-b965-0584548a9204", "version": 1, "description": null }, "framework": null }, "subkind": "big-number", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:27.727+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5e84ec98-0152-4f88-a644-32b46229b8fc", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.25, "x": 0.73, "y": 0.35 }, "kind": "metric", "text": "27% Share of respondents who report at least 5% of EBIT being attributable to AI", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": null, "subkind": { "name": "Big number", "slug": "big-number", "status": "active", "canonId": "019de52c-fc70-70c8-b965-0584548a9204", "version": 1, "description": null }, "framework": null }, "subkind": "big-number", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:27.727+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d75adbad-2d86-4bad-ac1c-b8f52d87635e", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "EBIT impact: 27%", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": { "name": "Quantification", "slug": "quantification", "status": "active", "bestFor": null, "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88", "version": 1, "bodyDocId": null, "description": "Translating a claim into numbers, charts, or tables.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:20+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3ba-7150-b02f-7796043fbe12", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.3, "x": 0.04, "y": 0.95 }, "kind": "source-note", "text": "Source: “The state of AI in 2021,” McKinsey, Dec 8, 2021 (for FY 2020)", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:27.727+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0ccfea50-f29a-4773-a065-d06d1b419c45", "parentComponentId": null }, { "bbox": { "h": 0.6, "w": 0.65, "x": 0.04, "y": 0.25 }, "kind": "table", "text": "Revenue increase from AI adoption, by function; Cost decrease from AI adoption, by function", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:27.727+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4f0147d7-9e4a-4102-a338-ddd859ef18d8", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.6, "x": 0.04, "y": 0.07 }, "kind": "title", "text": "Why should leaders pay attention? (continued)", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:27.727+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "70b0ebe3-4d0d-4cc0-ad98-457a03102bf2", "parentComponentId": null } ], "metrics": [ { "metricRaw": "EBIT impact", "numberRaw": "27%", "numberKind": "percent", "actionTitle": null, "calloutText": "Across business functions, AI has already made notable financial impact", "numberScale": null, "numberValue": 27, "metricFamily": "margin_return", "numberCurrency": null } ], "tools": [ { "tool": { "name": "Table data", "slug": "table-data", "status": "active", "bestFor": null, "canonId": "019dd9e1-4fab-7168-a82f-b847350a006d", "version": 1, "bodyDocId": null, "description": "Tabular layouts of structured data.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "a40edec0-a012-48b4-a08d-189f5a9dc75b", "evidence": "table/data: Revenue increase from AI adoption, by function; Cost decrease from AI adoption, by function", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 21:17:57.379612+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 24, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 25, "type": "analysis", "title": "The slide uses a nested circle diagram to represent the relationship between AI and its subfields.", "function": "present_framework", "rawType": "market_landscape", "block": null, "metadata": { "slideType": "market_landscape", "slideTypeCanon": { "name": "Market landscape", "slug": "market_landscape", "status": "active", "canonId": "019de52d-0b6d-75db-a946-9ac362e3afc2", "version": 1, "description": null }, "function": "present_framework", "functionCanon": { "name": "Present framework", "slug": "present_framework", "status": "active", "canonId": "019de52d-1403-7667-9100-d2ac6709f750", "version": 1, "description": null }, "density": "balanced", "densityScore": 37, "componentCount": 5, "textChars": 507, "nDataPoints": 0, "notes": "The slide uses a nested circle diagram to represent the relationship between AI and its subfields.", "elementsJson": [ "process_diagram", "comparison_table", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:27.794+00", "seconds": 3.029, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/25", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-25", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.6, "w": 0.35, "x": 0.04, "y": 0.25 }, "kind": "diagram", "text": "Nested circle diagram showing AI containing Machine Learning, which contains Computer Vision, NLP, Deep Reinforcement Learning, and Knowledge Graphs.", "attrs": null, "canon": { "kind": { "name": "Diagram", "slug": "diagram", "status": "active", "canonId": "019de52c-f9f0-734a-81de-15382ff28c65", "version": 1, "description": "Schematic or relational diagram." }, "tool": null, "subkind": null, "framework": null }, "subkind": "other", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:27.794+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0497dbc1-e163-4563-b5b0-5b4ae83f96e0", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.6, "x": 0.04, "y": 0.13 }, "kind": "paragraph", "text": "AI involves machines exhibiting intelligence,1 encompassing various interconnected fields of technology2", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:27.794+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "255307f8-2c71-4440-bccc-6f28a74e97c9", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.6, "x": 0.04, "y": 0.88 }, "kind": "source-note", "text": "1AI is nonprogrammatic intelligence exhibited by machines... 2Technologies are not exhaustive... Source: Expert input; McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:27.794+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9ccbebe9-88a4-477a-9ab0-99bf120da336", "parentComponentId": null }, { "bbox": { "h": 0.6, "w": 0.55, "x": 0.42, "y": 0.25 }, "kind": "table", "text": "Table mapping 5 AI technologies to their descriptions and example use cases.", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:27.794+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a6c1ddb7-5df6-41af-92d7-075b69357f6d", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.45, "x": 0.04, "y": 0.08 }, "kind": "title", "text": "What are the most noteworthy technologies?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:27.794+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a9e85ffb-5bcc-4a5a-9b5e-f3b7f55654c2", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "312fafb6-366b-4e17-87b8-5497830e684e", "evidence": "The slide uses a nested circle diagram to illustrate the hierarchy of AI technologies.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 19:18:27.794+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 25, "frameworkName": "nested-circles" } ], "arcBeats": [], "loops": [], "locked": true }, { "page": 26, "type": "analysis", "title": "The data highlights that product/service development, service operations, and marketing/sales are the primary functions for AI adoption.", "function": "analyze_data", "rawType": "data_table", "block": null, "metadata": { "slideType": "data_table", "slideTypeCanon": { "name": "Data table", "slug": "data_table", "status": "active", "canonId": "019de52d-0bbd-71b9-9918-417f904abbf8", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "dense", "densityScore": 67, "componentCount": 7, "textChars": 667, "nDataPoints": 56, "notes": "The data highlights that product/service development, service operations, and marketing/sales are the primary functions for AI adoption.", "elementsJson": [ "headline_text", "heatmap", "callout_box" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:30.63+00", "seconds": 5.699, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/26", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-26", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.4, "w": 0.2, "x": 0.75, "y": 0.3 }, "kind": "callout", "text": "Technology-centric industries are leading adoption by businesses. Product and service development, service operations, and marketing and sales are the business functions leading adoption of AI", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:30.63+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "765a209c-1d10-4d5a-8273-ab9faf51d6c7", "parentComponentId": null }, { "bbox": null, "kind": "callout", "text": "Product and service development, service operations, and marketing and sales are the business functions leading adoption of AI", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:20+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3ba-7150-b02e-c08b42431827", "parentComponentId": null }, { "bbox": { "h": 0.6, "w": 0.65, "x": 0.05, "y": 0.3 }, "kind": "chart", "text": "Heatmap table of AI adoption percentages by industry and function", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Heatmap", "slug": "heatmap", "status": "active", "canonId": "019de52d-00cd-71ee-bf36-233b7817c304", "version": 1, "description": null }, "framework": null }, "subkind": "heatmap", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:30.63+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1f9bef75-2a46-4b91-b3c5-f36c23a91432", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "AI adoption %: 45%", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": { "name": "Quantification", "slug": "quantification", "status": "active", "bestFor": null, "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88", "version": 1, "bodyDocId": null, "description": "Translating a claim into numbers, charts, or tables.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:20+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3ba-7150-b02e-c79b1b55f5e4", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.5, "x": 0.05, "y": 0.95 }, "kind": "source-note", "text": "Source: AI index report, McKinsey in collaboration with Stanford University Human-Centered Artificial Intelligence (HAI), Mar 2022", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:30.63+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4921b686-b9ce-4dd2-af36-7f969775c4f6", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.3, "x": 0.05, "y": 0.2 }, "kind": "subtitle", "text": "AI adoption by industry and function, 2021 % of respondents", "attrs": null, "canon": { "kind": { "name": "Subtitle", "slug": "subtitle", "status": "active", "canonId": "82d821ee-2793-42e7-8f16-c6131385a3ce", "version": 1, "description": "Header-zone supporting text near the title (= ex body.description with bbox)." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:30.63+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4817e1f4-0118-4052-9111-a116030aa4ff", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.6, "x": 0.05, "y": 0.05 }, "kind": "title", "text": "What industries and functions are leading in the adoption of AI applications?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:30.63+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9ce51ccb-9adb-4dcb-b91d-bde2d77768b1", "parentComponentId": null } ], "metrics": [ { "metricRaw": "AI adoption %", "numberRaw": "45%", "numberKind": "percent", "actionTitle": "What industries and functions are leading in the adoption of AI applications?", "calloutText": "Product and service development, service operations, and marketing and sales are the business functions leading adoption of AI", "numberScale": null, "numberValue": 45, "metricFamily": "share_penetration", "numberCurrency": null } ], "tools": [ { "tool": { "name": "Data-Ink Ratio", "slug": "data-ink-ratio", "status": "active", "bestFor": null, "canonId": "019dd956-afc8-70da-b378-92834d36fde6", "version": 1, "bodyDocId": null, "description": "Maximize data, minimize non-data ink - remove chartjunk and decoration", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Designer", "layer": "slide", "agents": [ "Designer" ], "matchId": "4ccc7ecb-e3f4-45c5-bd16-9b034bd32a09", "evidence": "Heatmap table of AI adoption percentages by industry and function", "pageRefs": null, "priority": "Core", "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 21:18:09.43708+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 26, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 27, "type": "analysis", "function": "summarize", "rawType": "industry_trends", "block": null, "metadata": { "slideType": "industry_trends", "slideTypeCanon": { "name": "Industry trends", "slug": "industry_trends", "status": "active", "canonId": "019de52d-0b1d-7705-a0e0-c663199cd1fa", "version": 1, "description": null }, "function": "summarize", "functionCanon": { "name": "Summarize", "slug": "summarize", "status": "active", "canonId": "019de52d-1541-704f-b86f-bf7b75056373", "version": 1, "description": null }, "density": "balanced", "densityScore": 37, "componentCount": 5, "textChars": 524, "nDataPoints": 0, "notes": null, "elementsJson": [ "headline_text", "paragraph", "comparison_table", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:27.16+00", "seconds": 2.224, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/27", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-27", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "A diverse set of stakeholders across all industries are experiencing the impact from applied AI, which can include disruption in value chains, better financial outcomes, and improved operations.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:33+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3bb-700a-9d94-4b01fcef4014", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.9, "x": 0.04, "y": 0.18 }, "kind": "paragraph", "text": "A diverse set of stakeholders across all industries are experiencing the impact from applied AI, which can include disruption in value chains, better financial outcomes, and improved operations", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:27.16+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f1763c67-e05e-4803-9dc8-fc824276362e", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.2, "x": 0.04, "y": 0.94 }, "kind": "source-note", "text": "Source: Expert input; McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:27.16+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0cf01950-a024-40ea-bb13-73ae9d7574d5", "parentComponentId": null }, { "bbox": { "h": 0.6, "w": 0.9, "x": 0.04, "y": 0.26 }, "kind": "table", "text": "Industry affected and Example impact from the trend", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:27.16+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f2db89e1-24d5-4c90-8bf0-374ede891177", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.5, "x": 0.04, "y": 0.08 }, "kind": "title", "text": "What industries are most affected by the trend?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:27.16+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "61914766-49a2-4753-b8b8-56cf884f853b", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 28, "type": "analysis", "title": "The slide provides a non-exhaustive list of industries with mature AI adoption.", "function": "summarize", "rawType": "industry_trends", "block": null, "metadata": { "slideType": "industry_trends", "slideTypeCanon": { "name": "Industry trends", "slug": "industry_trends", "status": "active", "canonId": "019de52d-0b1d-7705-a0e0-c663199cd1fa", "version": 1, "description": null }, "function": "summarize", "functionCanon": { "name": "Summarize", "slug": "summarize", "status": "active", "canonId": "019de52d-1541-704f-b86f-bf7b75056373", "version": 1, "description": null }, "density": "balanced", "densityScore": 33, "componentCount": 4, "textChars": 572, "nDataPoints": 0, "notes": "The slide provides a non-exhaustive list of industries with mature AI adoption.", "elementsJson": [ "headline_text", "comparison_table", "paragraph", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:27.321+00", "seconds": 2.213, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/28", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-28", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.06, "w": 0.92, "x": 0.04, "y": 0.2 }, "kind": "paragraph", "text": "A diverse set of stakeholders across all industries are experiencing implications from applied AI, which can include disruption in value chains, better financial outcomes, and improved operations", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:27.321+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "99192d1f-9b00-4cc3-b299-221c72fc9c0f", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.45, "x": 0.04, "y": 0.91 }, "kind": "source-note", "text": "1Nonexhaustive and focused on industries where AI has widespread applications with mature adoption. Source: Expert input; McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:27.321+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c6883cdf-a1a3-44d6-b7a2-e0f6ecdd43e9", "parentComponentId": null }, { "bbox": { "h": 0.6, "w": 0.92, "x": 0.04, "y": 0.28 }, "kind": "table", "text": "Industry affected and Example impact from the trend for 9 sectors: Agriculture, Automotive, Chemicals, Construction, Utilities, Metals/Mining, Oil/Gas, Public Sector, Real Estate.", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:27.321+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "838e4a0a-ce3b-4fe8-83e9-b8c92795fc69", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.5, "x": 0.04, "y": 0.08 }, "kind": "title", "text": "What industries are most affected by the trend? (continued)", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:27.321+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "13256981-0aee-4121-9d70-242d5d5d6983", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 29, "type": "analysis", "title": "The table uses icons to represent use cases and color-coded bars (white/blue) to indicate innovation-led vs. business-adoption-led status.", "function": "present_solution", "rawType": "data_table", "block": null, "metadata": { "slideType": "data_table", "slideTypeCanon": { "name": "Data table", "slug": "data_table", "status": "active", "canonId": "019de52d-0bbd-71b9-9918-417f904abbf8", "version": 1, "description": null }, "function": "present_solution", "functionCanon": { "name": "Present solution", "slug": "present_solution", "status": "active", "canonId": "019de52d-15b8-71da-bd23-2b767850cbce", "version": 1, "description": null }, "density": "balanced", "densityScore": 28, "componentCount": 4, "textChars": 273, "nDataPoints": 30, "notes": "The table uses icons to represent use cases and color-coded bars (white/blue) to indicate innovation-led vs. business-adoption-led status.", "elementsJson": [ "headline_text", "data_table", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:29.245+00", "seconds": 3.96, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/29", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-29", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.02, "w": 0.2, "x": 0.04, "y": 0.95 }, "kind": "source-note", "text": "Source: Expert input; McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:29.245+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "12bfed0a-1b87-4da0-8704-0b6d7f812694", "parentComponentId": null }, { "bbox": { "h": 0.06, "w": 0.6, "x": 0.04, "y": 0.87 }, "kind": "source-note", "text": "1List of use cases is nonexhaustive... 2Technologies typically used... 3Relevant industries... 4Nonexhaustive benefits...", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:29.245+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "149ce6fc-0237-4f0f-827f-fc995bf28395", "parentComponentId": null }, { "bbox": { "h": 0.65, "w": 0.92, "x": 0.04, "y": 0.22 }, "kind": "table", "text": "Use case, Technology, Function, Relevant industries, Description, Benefits", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:29.245+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "3dda73fd-4783-4d77-8268-05ac05dea4a1", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.45, "x": 0.04, "y": 0.08 }, "kind": "title", "text": "What are some use cases for applied AI?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:29.245+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "19d00d89-b166-43a1-a019-053e3c1d0199", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Table data", "slug": "table-data", "status": "active", "bestFor": null, "canonId": "019dd9e1-4fab-7168-a82f-b847350a006d", "version": 1, "bodyDocId": null, "description": "Tabular layouts of structured data.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "c05780a1-aaf7-49b2-b81a-b1103aa364d0", "evidence": "Use case, Technology, Function, Relevant industries, Description, Benefits", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 21:18:09.576091+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 29, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 30, "type": "setup", "title": "The slide uses a split-screen layout to contrast positive outcomes (benefits) with negative challenges (risks).", "function": "compare_options", "rawType": "comparison_table", "block": null, "metadata": { "slideType": "comparison_table", "slideTypeCanon": { "name": "Comparison table", "slug": "comparison_table", "status": "active", "canonId": "019de52d-0a06-73f8-8813-fe022fab1de2", "version": 1, "description": null }, "function": "compare_options", "functionCanon": { "name": "Compare options", "slug": "compare_options", "status": "active", "canonId": "019de52d-167f-7038-aebc-70a9d2e0e33b", "version": 1, "description": null }, "density": "dense", "densityScore": 59, "componentCount": 6, "textChars": 834, "nDataPoints": 4, "notes": "The slide uses a split-screen layout to contrast positive outcomes (benefits) with negative challenges (risks).", "elementsJson": [ "headline_text", "bullet_list", "icon_grid" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:28.183+00", "seconds": 2.792, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/30", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-30", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.1, "w": 0.4, "x": 0.05, "y": 0.85 }, "kind": "disclaimer", "text": "For more about development of ML systems and tools, see “Industrializing machine learning,” McKinsey Technology Trends Outlook 2022, McKinsey, Aug 2022. Source: “The state of AI in 2021,” McKinsey, Dec 8, 2021; Stanford HAI; McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Disclaimer", "slug": "disclaimer", "status": "active", "canonId": "91173477-d91f-4024-bbaf-d4f93e3f82dc", "version": 1, "description": "Legal/cautionary text that occupies most of the body of its slide." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:28.183+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "320402b6-5db4-4a94-9ec6-927ac142b18a", "parentComponentId": null }, { "bbox": { "h": 0.35, "w": 0.4, "x": 0.05, "y": 0.42 }, "kind": "list", "text": "Cost savings: Up to 90% of survey respondents cited cost decreases in 2020\nOverall revenue increase: Up to 75% of survey respondents cited revenue increases in 2020\nNew use cases: New use cases will unlock new business capabilities\nIncreased access to AI", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:28.183+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9fa891b3-4eb5-4b98-b510-263cdd10a9fb", "parentComponentId": null }, { "bbox": { "h": 0.35, "w": 0.4, "x": 0.55, "y": 0.42 }, "kind": "list", "text": "High up-front investment in talent and resources\nCybersecurity and privacy concerns: 55% of survey respondents cite cybersecurity as a leading risk\nIncreasing regulation and compliance\nAI ethics: responsibility, equity, fairness, and explainability", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:28.183+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "dbdb5f54-0301-4f8a-b6d4-8cacfe261fac", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.3, "x": 0.55, "y": 0.35 }, "kind": "title", "text": "Risks and uncertainties", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:28.183+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "984678fb-a636-4b48-ba7e-1b79eb434860", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.4, "x": 0.05, "y": 0.05 }, "kind": "title", "text": "What should a leader consider when engaging with the trend?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:28.183+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b40399cd-1687-4e7a-b547-81f67c9c84c6", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.15, "x": 0.05, "y": 0.35 }, "kind": "title", "text": "Benefits", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:28.183+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c581621d-a596-42b6-bacd-2c6673baea04", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 31, "type": "analysis", "title": "The slide uses a numbered list format to categorize AI-related debates, citing external authorities like the EU Commission and Stanford HAI.", "function": "summarize", "rawType": "industry_trends", "block": null, "metadata": { "slideType": "industry_trends", "slideTypeCanon": { "name": "Industry trends", "slug": "industry_trends", "status": "active", "canonId": "019de52d-0b1d-7705-a0e0-c663199cd1fa", "version": 1, "description": null }, "function": "summarize", "functionCanon": { "name": "Summarize", "slug": "summarize", "status": "active", "canonId": "019de52d-1541-704f-b86f-bf7b75056373", "version": 1, "description": null }, "density": "balanced", "densityScore": 39, "componentCount": 5, "textChars": 563, "nDataPoints": 0, "notes": "The slide uses a numbered list format to categorize AI-related debates, citing external authorities like the EU Commission and Stanford HAI.", "elementsJson": [ "headline_text", "bullet_list", "illustration" ], "confidence": 0.95, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:28.2+00", "seconds": 2.757, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/31", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-31", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.35, "w": 0.28, "x": 0.04, "y": 0.5 }, "kind": "image", "text": null, "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Illustration", "slug": "illustration", "status": "active", "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615", "version": 1, "description": null }, "framework": null }, "subkind": "illustration", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:28.2+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a6f234a2-8c8d-45f3-99d4-8e2f1a7d0e32", "parentComponentId": null }, { "bbox": { "h": 0.8, "w": 0.12, "x": 0.34, "y": 0.06 }, "kind": "list", "text": "1. Trustworthiness\n2. Explainability\n3. Applications prioritization\n4. Other risks", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Numbered list", "slug": "numbered", "status": "active", "canonId": "019de52c-fcc0-7718-a284-a4250c805df2", "version": 1, "description": null }, "framework": null }, "subkind": "numbered", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:28.2+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b2b6d383-fac0-499a-96e0-8b479248378e", "parentComponentId": null }, { "bbox": { "h": 0.8, "w": 0.48, "x": 0.48, "y": 0.06 }, "kind": "paragraph", "text": "Trustworthiness: What does it mean to apply trustworthy and responsible AI? Explainability: When is AI explainability needed? Applications prioritization: How might companies better determine which AI application provide the most benefit? Other risks: What are other areas of risk that are relevant?", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:28.2+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1972f6bb-dd75-4fed-81c3-84f9fc6cdb83", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.5, "x": 0.04, "y": 0.95 }, "kind": "source-note", "text": "Source: European Commission High-Level Expert Group on Artificial Intelligence; expert interviews; Stanford HAI; McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:28.2+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9608efde-7211-41f8-81cb-813ed06517e8", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.28, "x": 0.04, "y": 0.06 }, "kind": "title", "text": "What are some topics of debate related to the trend?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:28.2+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d965a1ab-a856-4221-9230-f224e01575e3", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 32, "type": "appendix", "function": "appendix", "rawType": "appendix", "block": null, "metadata": { "slideType": "appendix", "slideTypeCanon": { "name": "Appendix", "slug": "appendix", "status": "active", "canonId": "019de52d-0762-71f8-b564-89ab863301cc", "version": 1, "description": null }, "function": "appendix", "functionCanon": { "name": "Appendix", "slug": "appendix", "status": "active", "canonId": "019de52d-138d-750b-83c3-49b4bc7a7a38", "version": 1, "description": null }, "density": "sparse", "densityScore": 10, "componentCount": 2, "textChars": 241, "nDataPoints": 0, "notes": null, "elementsJson": [ "bullet_list" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:28.14+00", "seconds": 2.387, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/32", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-32", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.438, "w": 0.598, "x": 0.044, "y": 0.258 }, "kind": "list", "text": "Knowledge center\nQuantumBlack, AI by McKinsey\n\nRelated reading\nThe state of AI in 2021\nThe AI Index Report: Measuring trends in artificial intelligence\nIt's time for businesses to chart a course for reinforcement learning", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:28.14+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "48128e00-64f1-4f09-b447-07e23d716330", "parentComponentId": null }, { "bbox": { "h": 0.038, "w": 0.325, "x": 0.044, "y": 0.083 }, "kind": "title", "text": "Additional resources", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:28.14+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4f450753-cebb-42ab-9bd0-e9210f247fc6", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 33, "type": "setup", "function": "front_matter", "rawType": "cover", "block": null, "metadata": { "slideType": "cover", "slideTypeCanon": { "name": "Cover", "slug": "cover", "status": "active", "canonId": "019de52d-05f2-729d-9f93-e0504f0a2410", "version": 1, "description": null }, "function": "front_matter", "functionCanon": { "name": "Front matter", "slug": "front_matter", "status": "active", "canonId": "019de52d-133d-73f0-9e26-201eda96b098", "version": 1, "description": null }, "density": "sparse", "densityScore": 19, "componentCount": 5, "textChars": 92, "nDataPoints": 0, "notes": null, "elementsJson": [ "other" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:28.419+00", "seconds": 2.504, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/33", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-33", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.5, "w": 0.3, "x": 0.65, "y": 0.35 }, "kind": "image", "text": null, "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Illustration", "slug": "illustration", "status": "active", "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615", "version": 1, "description": null }, "framework": null }, "subkind": "illustration", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:28.419+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d2877aa8-27d5-4b27-95ad-f818490093e5", "parentComponentId": null }, { "bbox": { "h": 0.07, "w": 0.15, "x": 0.04, "y": 0.06 }, "kind": "image", "text": "McKinsey & Company", "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Logo", "slug": "logo", "status": "active", "canonId": "019de52c-fdaf-743d-94c4-d7c6a0e55302", "version": 1, "description": null }, "framework": null }, "subkind": "logo", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:28.419+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "3ce73e80-7b80-4250-a743-a39e9f5f82a2", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.1, "x": 0.04, "y": 0.67 }, "kind": "paragraph", "text": "August 2022", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:28.419+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "560cfa3f-ec84-444d-889a-e49341b8db0c", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.45, "x": 0.04, "y": 0.22 }, "kind": "title", "text": "McKinsey Technology Trends Outlook 2022", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:28.419+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7eecf88a-1615-45be-9046-0a569b82f52c", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.3, "x": 0.04, "y": 0.55 }, "kind": "title", "text": "Cloud and edge computing", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Subtitle", "slug": "subtitle", "status": "active", "canonId": "019de52c-fb09-739d-900c-815b0d9ac526", "version": 1, "description": null }, "framework": null }, "subkind": "subtitle", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:28.419+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f9cdbf47-f0c0-4772-8f5e-b7cbf3cd75d2", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Slide recipe: Cover", "slug": "cover-slide", "status": "active", "bestFor": null, "canonId": "019df269-2a08-767d-9128-e7431e6fe8a3", "version": 1, "bodyDocId": "019df269-29e5-7738-b5fa-6892e5dc8e65", "description": "The first ten seconds. Build it deliberately.", "familyLabel": "slide-recipe", "categoryName": "Slide", "categorySlug": "slide" }, "agent": "designer", "layer": "slide", "agents": [ "designer" ], "matchId": "8897a614-ee40-4c4c-a0cf-1050f2182e8c", "evidence": "McKinsey Technology Trends Outlook 2022", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 21:18:09.744332+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 33, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 34, "type": "analysis", "title": "The slide uses a horizontal categorization framework to map compute locations to specific use cases.", "function": "present_framework", "rawType": "industry_trends", "block": null, "metadata": { "slideType": "industry_trends", "slideTypeCanon": { "name": "Industry trends", "slug": "industry_trends", "status": "active", "canonId": "019de52d-0b1d-7705-a0e0-c663199cd1fa", "version": 1, "description": null }, "function": "present_framework", "functionCanon": { "name": "Present framework", "slug": "present_framework", "status": "active", "canonId": "019de52d-1403-7667-9100-d2ac6709f750", "version": 1, "description": null }, "density": "balanced", "densityScore": 45, "componentCount": 5, "textChars": 805, "nDataPoints": 0, "notes": "The slide uses a horizontal categorization framework to map compute locations to specific use cases.", "elementsJson": [ "headline_text", "paragraph", "icon_grid", "data_table" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:28.461+00", "seconds": 2.499, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/34", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-34", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "Networks of the future consist of traditional cloud data centers and a variety of computational resources located at network edge nodes closer to end users to reap the benefits of traditional cloud computing while gaining advantages such as better data latency and increased data autonomy.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:21+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3ba-7150-b02f-e611abb5c5f9", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.92, "x": 0.04, "y": 0.18 }, "kind": "paragraph", "text": "Networks of the future consist of traditional cloud data centers and a variety of computational resources located at network edge nodes closer to end users to reap the benefits of traditional cloud computing while gaining advantages such as better data latency and increased data autonomy", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:28.461+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e4776f25-d4a1-4bc8-9caa-cb86ab79aa43", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.15, "x": 0.04, "y": 0.95 }, "kind": "source-note", "text": "Source: McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:28.461+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "824f4b1b-1d5b-49c4-8f35-1a4ae1a7fc76", "parentComponentId": null }, { "bbox": { "h": 0.45, "w": 0.92, "x": 0.04, "y": 0.45 }, "kind": "table", "text": "Matrix of compute locations (Device, Remote, Branch, Enterprise, Telecom/MEC, Cloud) mapped against compute locations and use cases.", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:28.461+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "59264fee-4069-44d2-aeb7-53211ac6ebcd", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.6, "x": 0.04, "y": 0.04 }, "kind": "title", "text": "What is the trend about, and what are the most noteworthy technologies?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:28.461+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a8cf774c-06eb-4083-8704-9662d8448f02", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "2x2 matrix", "slug": "matrix-2x2", "status": "active", "bestFor": null, "canonId": "019dd9e1-50ab-72d1-8afb-3ab0a38e32a8", "version": 1, "bodyDocId": null, "description": "BCG matrix, importance/urgency, any axes-and-quadrants frame.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "79b4ed42-5fab-4973-a47a-b7156840d7ef", "evidence": "Matrix of compute locations (Device, Remote, Branch, Enterprise, Telecom/MEC, Cloud) mapped against compute locations and use cases.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.5, "extraction": { "at": "2026-07-16 21:18:09.810238+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 34, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [ { "matchId": "e94fa5b3-e7ac-4574-8ee3-6aa703f4f863", "evidence": "Categorization of edge computing locations and use cases in a structured grid.", "framework": null, "confidence": 0.8, "extraction": { "at": "2026-05-02 19:18:28.461+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 34, "frameworkName": "mapping" } ], "arcBeats": [], "loops": [], "locked": true }, { "page": 35, "type": "resolution", "title": "The slide uses a timeline-like structure to present four distinct pillars of cloud adoption and impact.", "function": "quantify_impact", "rawType": "key_takeaways", "block": null, "metadata": { "slideType": "key_takeaways", "slideTypeCanon": { "name": "Key takeaways", "slug": "key_takeaways", "status": "active", "canonId": "019de52d-06e7-7674-a891-9f7de3b11b6d", "version": 1, "description": null }, "function": "quantify_impact", "functionCanon": { "name": "Quantify impact", "slug": "quantify_impact", "status": "active", "canonId": "019de52d-1630-720d-b57d-fa7f76bebd8d", "version": 1, "description": null }, "density": "dense", "densityScore": 71, "componentCount": 9, "textChars": 530, "nDataPoints": 4, "notes": "The slide uses a timeline-like structure to present four distinct pillars of cloud adoption and impact.", "elementsJson": [ "headline_text", "paragraph", "icon_grid", "big_number" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:28.923+00", "seconds": 2.793, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/35", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-35", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "Cloud has already effected change across industries and will remain an important tech disruption", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:32+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3bb-700a-9d94-2f2f6a4301f7", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.15, "x": 0.33, "y": 0.65 }, "kind": "metric", "text": "~90%", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": null, "subkind": { "name": "Big number", "slug": "big-number", "status": "active", "canonId": "019de52c-fc70-70c8-b965-0584548a9204", "version": 1, "description": null }, "framework": null }, "subkind": "big-number", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:28.923+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1e66e38f-842a-47aa-825b-d23184733616", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.15, "x": 0.58, "y": 0.65 }, "kind": "metric", "text": "~$300 billion", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": null, "subkind": { "name": "Big number", "slug": "big-number", "status": "active", "canonId": "019de52c-fc70-70c8-b965-0584548a9204", "version": 1, "description": null }, "framework": null }, "subkind": "big-number", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:28.923+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8b89f3ad-6638-4602-aecf-4f2c23745c36", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.15, "x": 0.83, "y": 0.65 }, "kind": "metric", "text": "~75%", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": null, "subkind": { "name": "Big number", "slug": "big-number", "status": "active", "canonId": "019de52c-fc70-70c8-b965-0584548a9204", "version": 1, "description": null }, "framework": null }, "subkind": "big-number", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:28.923+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a700e4d7-005b-4192-acfa-72a6b56c7494", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.15, "x": 0.08, "y": 0.65 }, "kind": "metric", "text": "$1 trillion", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": null, "subkind": { "name": "Big number", "slug": "big-number", "status": "active", "canonId": "019de52c-fc70-70c8-b965-0584548a9204", "version": 1, "description": null }, "framework": null }, "subkind": "big-number", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:28.923+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c01be070-f28c-4551-a726-1a1adea8152f", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "EBITDA opportunity: $1 trillion", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": { "name": "Quantification", "slug": "quantification", "status": "active", "bestFor": null, "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88", "version": 1, "bodyDocId": null, "description": "Translating a claim into numbers, charts, or tables.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:32+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3bb-700a-9d94-302b4cfe22ba", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.6, "x": 0.04, "y": 0.18 }, "kind": "paragraph", "text": "Cloud has already effected change across industries and will remain an important tech disruption", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:28.923+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5a48bb56-553a-4dee-a974-12278ab3fee9", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.6, "x": 0.04, "y": 0.94 }, "kind": "source-note", "text": "Source: \"Cloud's trillion-dollar prize is up for grabs,\" McKinsey, Feb 2021; Flexera 2022 state of the cloud report, Flexera, Mar 2022; Worldwide Semiannual Public Cloud Services Tracker, IDC, May 2021; 2022 cloud security report, Check Point", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:28.923+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "bb9aab40-db32-42e4-83be-8f9628ecf8d4", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.4, "x": 0.04, "y": 0.08 }, "kind": "title", "text": "Why should leaders pay attention?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:28.923+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "eed09d7f-b9fd-4537-9523-c18721b9b845", "parentComponentId": null } ], "metrics": [ { "metricRaw": "EBITDA opportunity", "numberRaw": "$1 trillion", "numberKind": "money", "actionTitle": "Why should leaders pay attention?", "calloutText": "Cloud has already effected change across industries and will remain an important tech disruption", "numberScale": "t", "numberValue": 1, "metricFamily": "margin_return", "numberCurrency": "$" } ], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 36, "type": "analysis", "title": "The slide uses a timeline-like structure to present four distinct drivers for edge computing.", "function": "summarize", "rawType": "industry_trends", "block": null, "metadata": { "slideType": "industry_trends", "slideTypeCanon": { "name": "Industry trends", "slug": "industry_trends", "status": "active", "canonId": "019de52d-0b1d-7705-a0e0-c663199cd1fa", "version": 1, "description": null }, "function": "summarize", "functionCanon": { "name": "Summarize", "slug": "summarize", "status": "active", "canonId": "019de52d-1541-704f-b86f-bf7b75056373", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 87, "componentCount": 10, "textChars": 1299, "nDataPoints": 4, "notes": "The slide uses a timeline-like structure to present four distinct drivers for edge computing.", "elementsJson": [ "headline_text", "action_title", "icon_grid", "big_number", "paragraph", "callout_box" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:30.718+00", "seconds": 4.541, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/36", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-36", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.4, "w": 0.2, "x": 0.78, "y": 0.35 }, "kind": "callout", "text": "Edge computing provides flexibility for organizations to achieve greater data sovereignty, greater autonomy, better security, and better latency while unlocking a variety of use cases that rely on real-time data processing", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:30.718+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d5e56ba1-0e77-4532-aa9e-07afa92b3824", "parentComponentId": null }, { "bbox": null, "kind": "callout", "text": "Edge computing provides flexibility for organizations to achieve greater data sovereignty, greater autonomy, better security, and better latency while unlocking a variety of use cases that rely on real-time data processing.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:20+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3ba-7150-b02f-3c2353040df4", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.65, "x": 0.07, "y": 0.25 }, "kind": "image", "text": "Four icons representing data regulation, enterprise spend, data volume, and distributed computing.", "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Infographic", "slug": "infographic", "status": "active", "canonId": "019de52c-fe26-750c-9d7d-9f34e21324e8", "version": 1, "description": null }, "framework": null }, "subkind": "infographic", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:30.718+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e4fc919e-9655-4ce0-a963-69214bff31a5", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.7, "x": 0.05, "y": 0.45 }, "kind": "list", "text": "Data regulation is taking center stage around the world; Enterprise edge computing spend is growing rapidly; Data volume and velocity are growing at an unprecedented pace; Distributed computing is getting more popular, unlocking real-time insights", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:30.718+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5a34c31c-3027-4793-a713-454205b5ea59", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.7, "x": 0.05, "y": 0.65 }, "kind": "metric", "text": ">60; ~$250 billion; <20%; 26%", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": null, "subkind": { "name": "Big number", "slug": "big-number", "status": "active", "canonId": "019de52c-fc70-70c8-b965-0584548a9204", "version": 1, "description": null }, "framework": null }, "subkind": "big-number", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:30.718+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4059aa9d-bda3-49b6-beb3-23a9090c7f56", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "Projected worldwide spending on edge computing: ~$250 billion", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": { "name": "Quantification", "slug": "quantification", "status": "active", "bestFor": null, "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88", "version": 1, "bodyDocId": null, "description": "Translating a claim into numbers, charts, or tables.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:20+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3ba-7150-b02f-426dd0aa9b70", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.7, "x": 0.05, "y": 0.75 }, "kind": "paragraph", "text": "Number of countries reporting data protection localization requirements in 2021; Projected worldwide spending on edge computing in 2025; Share of data generated by enterprises that is ultimately used; Forecast share of servers shipped in 2024 that will be deployed at the edge", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:30.718+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "3806d0f9-8c28-41ec-b424-1b7762d336f3", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.1, "x": 0.04, "y": 0.95 }, "kind": "source-note", "text": "Source: IDC; Omdia", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:30.718+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d6a09f64-3e19-4a5a-85f4-b7dee4bd42e5", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.6, "x": 0.04, "y": 0.18 }, "kind": "title", "text": "Edge computing might soon become an operational necessity for many organizations", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Action title", "slug": "action-title", "status": "active", "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d", "version": 1, "description": null }, "framework": null }, "subkind": "action-title", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:30.718+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "eabb8505-6a8c-47aa-bd42-6551bf0a10d4", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.6, "x": 0.04, "y": 0.08 }, "kind": "title", "text": "Why should leaders pay attention? (continued)", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:30.718+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "702ccdc9-5c58-4664-b806-2b0a2b3c4fce", "parentComponentId": null } ], "metrics": [ { "metricRaw": "Projected worldwide spending on edge computing", "numberRaw": "~$250 billion", "numberKind": "money", "actionTitle": "Edge computing might soon become an operational necessity for many organizations", "calloutText": "Edge computing provides flexibility for organizations to achieve greater data sovereignty, greater autonomy, better security, and better latency while unlocking a variety of use cases that rely on real-time data processing.", "numberScale": "b", "numberValue": 250, "metricFamily": "cost_savings", "numberCurrency": "$" } ], "tools": [ { "tool": { "name": "Action Titles", "slug": "action-titles", "status": "active", "bestFor": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.", "canonId": "019dd956-ac70-700b-a608-ba58e78f5dcc", "version": 1, "bodyDocId": "816dad3c-9983-41c1-a86e-978ebd582841", "description": "The McKinsey-bred discipline of writing every slide title as a complete declarative sentence with a verb and an insight, not a topic label. Each title is a sub-claim that ladders up to the deck's governing thought; read in sequence, the titles reconstruct the executive summary.", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Architect", "layer": "slide", "agents": [ "Architect" ], "matchId": "e704d0c6-6f45-49bf-acc0-35beb9e71eea", "evidence": "Edge computing might soon become an operational necessity for many organizations", "pageRefs": null, "priority": "Core", "whenToUse": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.", "confidence": 0.7, "extraction": { "at": "2026-07-16 21:18:09.912166+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 36, "whyItWorks": "Solves two failure modes at once. (1) The buried claim: action titles place the conclusion on the page before any analysis is read, so a busy reader doesn't reverse-engineer it from the chart. (2) The spineless deck: because each title is a claim, slides have to ladder up to the governing thought; logical gaps become visible as topic-shaped titles in a sequence that no longer reads as a story.", "antipattern": "Topic labels disguised as titles — Volume by quarter, Key findings, Pricing strategy, Margins have been impacted. No verb, or a passive verb with no agent, or a fact (Revenue grew 12%) without the so-what. Also: titles that overreach the chart's evidence, multi-claim X-grew-but-Y-fell welded titles, and mechanical repetition of the same X-drove-Y template across the deck.", "cardinality": null, "narrativePurpose": "Forces the deck to carry its argument in the title bar so a senior reader can extract the recommendation without opening a single slide; converts a binder of topics into a navigable pyramid where every slide is a node defending the apex." } ], "frameworks": [ { "matchId": "e287f596-5806-489a-945f-0360111aeaf3", "evidence": "The slide uses a structured list of four key drivers to present information.", "framework": null, "confidence": 0.8, "extraction": { "at": "2026-05-02 19:18:30.718+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 36, "frameworkName": "list-presentation" } ], "arcBeats": [], "loops": [], "locked": true }, { "page": 37, "type": "setup", "title": "The slide uses a before-and-after architectural diagram to explain the shift in network topology.", "function": "present_framework", "rawType": "comparison_table", "block": null, "metadata": { "slideType": "comparison_table", "slideTypeCanon": { "name": "Comparison table", "slug": "comparison_table", "status": "active", "canonId": "019de52d-0a06-73f8-8813-fe022fab1de2", "version": 1, "description": null }, "function": "present_framework", "functionCanon": { "name": "Present framework", "slug": "present_framework", "status": "active", "canonId": "019de52d-1403-7667-9100-d2ac6709f750", "version": 1, "description": null }, "density": "balanced", "densityScore": 47, "componentCount": 5, "textChars": 905, "nDataPoints": 0, "notes": "The slide uses a before-and-after architectural diagram to explain the shift in network topology.", "elementsJson": [ "headline_text", "process_diagram", "paragraph", "icon_grid" ], "confidence": 0.95, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:29.13+00", "seconds": 2.826, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/37", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-37", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "Edge computing will leverage many types of networking technology to connect end users to a decentralized core of computing infrastructure located closer to the end user.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:21+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3ba-7150-b02f-cb2950ddcecc", "parentComponentId": null }, { "bbox": { "h": 0.7, "w": 0.65, "x": 0.04, "y": 0.18 }, "kind": "diagram", "text": "Architectural comparison of centralized vs hybrid edge-cloud computing", "attrs": null, "canon": { "kind": { "name": "Diagram", "slug": "diagram", "status": "active", "canonId": "019de52c-f9f0-734a-81de-15382ff28c65", "version": 1, "description": "Schematic or relational diagram." }, "tool": null, "subkind": { "name": "Process flow", "slug": "process", "status": "active", "canonId": "019de52d-039c-718f-ad3a-efe9c4b3c838", "version": 1, "description": null }, "framework": null }, "subkind": "process", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:29.13+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "26161e7c-8376-4ad0-9037-82a409d3b216", "parentComponentId": null }, { "bbox": { "h": 0.7, "w": 0.25, "x": 0.72, "y": 0.18 }, "kind": "paragraph", "text": "Edge computing will leverage many types of networking technology to connect end users to a decentralized core of computing infrastructure located closer to the end user. Reduced distance to end users will shrink data transmission delays and costs, as well as provide faster access to a smaller, more relevant set of data, which helps companies comply with data residency laws. Traditional public cloud will continue to play a critical role in the networks of the future by performing non-time-sensitive computing use cases at better economies of scale at a distance from the end user.", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:29.13+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d60a75e4-43e0-436a-8dc5-9599f57dcb2e", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.15, "x": 0.04, "y": 0.95 }, "kind": "source-note", "text": "Source: McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:29.13+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "72b583e4-4f5f-4380-ae36-a2eda8f5631b", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.5, "x": 0.04, "y": 0.07 }, "kind": "title", "text": "What distinguishes edge computing from traditional cloud?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:29.13+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c5dae723-c7be-499e-9cbf-26ea4b555c23", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "d059d27c-d389-4ac5-9cb3-086b0d82ea54", "evidence": "The slide explicitly contrasts 'From multi-cloud-based centralized computation' with '...to hybrid computation with edge and cloud'.", "framework": null, "confidence": 1, "extraction": { "at": "2026-05-02 19:18:29.13+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 37, "frameworkName": "before-after-framing" } ], "arcBeats": [], "loops": [], "locked": true }, { "page": 38, "type": "analysis", "title": "The slide uses a 2-column framework to categorize edge computing impacts.", "function": "present_framework", "rawType": "industry_trends", "block": null, "metadata": { "slideType": "industry_trends", "slideTypeCanon": { "name": "Industry trends", "slug": "industry_trends", "status": "active", "canonId": "019de52d-0b1d-7705-a0e0-c663199cd1fa", "version": 1, "description": null }, "function": "present_framework", "functionCanon": { "name": "Present framework", "slug": "present_framework", "status": "active", "canonId": "019de52d-1403-7667-9100-d2ac6709f750", "version": 1, "description": null }, "density": "balanced", "densityScore": 47, "componentCount": 6, "textChars": 572, "nDataPoints": 0, "notes": "The slide uses a 2-column framework to categorize edge computing impacts.", "elementsJson": [ "headline_text", "paragraph", "icon_grid", "footnote" ], "confidence": 0.95, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:28.939+00", "seconds": 2.484, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/38", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-38", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "Disruptions from edge computing will have impact on almost all industries and functions", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:20+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3ba-7150-b02f-5a019dd9e104", "parentComponentId": null }, { "bbox": { "h": 0.4, "w": 0.9, "x": 0.05, "y": 0.45 }, "kind": "image", "text": "Icons representing Mobile backhaul, CDN caching, Media delivery, Location tracking, Real-time promotions, Cloud gaming, Remote desktop, Drones, Connected cars, Cognitive assistance, AR/VR", "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Icon grid", "slug": "icon-grid", "status": "active", "canonId": "019de52c-fdfe-749d-9990-1db465a3eed4", "version": 1, "description": null }, "framework": null }, "subkind": "icon-grid", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:28.939+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "bef0d262-f523-475b-9319-3f94c84bf649", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.9, "x": 0.04, "y": 0.28 }, "kind": "list", "text": "Network service improvements; New services unlocked by improved quality of experience", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:28.939+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "474bb901-f7f4-46ad-95d2-0e529ebeafa7", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.6, "x": 0.04, "y": 0.16 }, "kind": "paragraph", "text": "Disruptions from edge computing will have impact on almost all industries and functions. The impact can be described in terms of 2 broad categories:", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:28.939+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "3d13bfb1-3dab-4650-a768-6517005db523", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.15, "x": 0.04, "y": 0.94 }, "kind": "source-note", "text": "Source: McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:28.939+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0c2dd7bc-4657-440a-ba8b-9bac301eaab3", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.5, "x": 0.04, "y": 0.08 }, "kind": "title", "text": "What disruptions could the trend enable?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:28.939+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "3f67b854-e521-4f5f-862c-138c4f30633a", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "9240e878-8d47-466d-8956-9619dd840856", "evidence": "list/bullet: Network service improvements; New services unlocked by improved quality of experience", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 21:17:57.312746+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 38, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [ { "matchId": "40dc8f29-7ab2-4aa3-89a7-a72449c20427", "evidence": "The slide explicitly divides disruptions into two broad categories.", "framework": null, "confidence": 0.8, "extraction": { "at": "2026-05-02 19:18:28.939+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 38, "frameworkName": "categorization" } ], "arcBeats": [], "loops": [], "locked": true }, { "page": 39, "type": "analysis", "title": "The slide uses a split-screen layout to contrast positive and negative considerations.", "function": "diagnose", "rawType": "risk_register", "block": null, "metadata": { "slideType": "risk_register", "slideTypeCanon": { "name": "Risk register", "slug": "risk_register", "status": "active", "canonId": "019de52d-0dee-7220-9713-5179f9ebc41c", "version": 1, "description": null }, "function": "diagnose", "functionCanon": { "name": "Diagnose", "slug": "diagnose", "status": "active", "canonId": "019de52d-1657-7223-acc5-7437d878c850", "version": 1, "description": null }, "density": "dense", "densityScore": 60, "componentCount": 6, "textChars": 1336, "nDataPoints": 0, "notes": "The slide uses a split-screen layout to contrast positive and negative considerations.", "elementsJson": [ "headline_text", "bullet_list", "icon_grid" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:38.482+00", "seconds": 11.698, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/39", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-39", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.5, "w": 0.42, "x": 0.05, "y": 0.35 }, "kind": "list", "text": "Data latency: Edge will enable use cases that had been challenging to implement effectively, due to data latency (eg, cloud gaming, smart factories, autonomous vehicles)\nData residency compliance: Edge will ensure compliance with local data residency laws necessary to experience the benefits of both cloud and edge\nData autonomy: Edge will ensure much more granular control over individual and enterprise data by limiting reliance on public cloud\nData security: Edge provides a security advantage over public cloud infrastructure, which is often susceptible to breaches enabled by the infrastructure-sharing model and misconfigurations", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:38.482+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "01e10f47-f497-4310-ad9f-86b4abc7dc56", "parentComponentId": null }, { "bbox": { "h": 0.5, "w": 0.42, "x": 0.54, "y": 0.35 }, "kind": "list", "text": "Business model: Telecom companies and IT service providers need to figure out partnership, services, and infrastructure management approaches to unlock cost-efficiency and avoid major cost increases resulting from greater technical complexity\nTechnical challenges: Cloud and edge involve managing resources over networks that require interoperability among a wide variety of devices and sensors to deliver value\nScaling hurdles: The growing number of edge nodes and devices will be challenging, since edge doesn't benefit from the same economies of scale as traditional cloud computing", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:38.482+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8a368c10-9edf-43b7-a3c3-4777929d65f6", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.15, "x": 0.05, "y": 0.95 }, "kind": "source-note", "text": "Source: McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:38.482+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0bee40d8-04de-48a7-ae2c-5705e37d0129", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.15, "x": 0.05, "y": 0.29 }, "kind": "title", "text": "Benefits", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:38.482+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "68fdf868-c134-4222-b499-fee8ed4673d9", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.35, "x": 0.54, "y": 0.29 }, "kind": "title", "text": "Risks and uncertainties", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:38.482+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "70bb9f58-a251-4212-88c8-4b550946a4fc", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.4, "x": 0.05, "y": 0.06 }, "kind": "title", "text": "What should a leader consider when engaging with the trend?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:38.482+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b23e2e63-fd40-4357-b230-8e83224b4110", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "0a67d8bb-b00c-4822-8951-a1fa90ea0bd1", "evidence": "list/bullet: Data latency: Edge will enable use cases that had been challenging to implement effectively, due to data latency (eg, cloud gaming, smart factories, autonomous vehicles)", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 21:17:57.384746+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 39, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 40, "type": "analysis", "title": "The slide lists seven industries and their specific implications regarding edge computing adoption.", "function": "summarize", "rawType": "industry_trends", "block": null, "metadata": { "slideType": "industry_trends", "slideTypeCanon": { "name": "Industry trends", "slug": "industry_trends", "status": "active", "canonId": "019de52d-0b1d-7705-a0e0-c663199cd1fa", "version": 1, "description": null }, "function": "summarize", "functionCanon": { "name": "Summarize", "slug": "summarize", "status": "active", "canonId": "019de52d-1541-704f-b86f-bf7b75056373", "version": 1, "description": null }, "density": "balanced", "densityScore": 40, "componentCount": 5, "textChars": 598, "nDataPoints": 0, "notes": "The slide lists seven industries and their specific implications regarding edge computing adoption.", "elementsJson": [ "headline_text", "paragraph", "comparison_table", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:28.917+00", "seconds": 2.025, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/40", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-40", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "Edge computing is quickly approaching maturity; several players have successfully used it to create impact in their operations and services", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:20+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3ba-7150-b02f-10299402b70e", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.9, "x": 0.04, "y": 0.16 }, "kind": "paragraph", "text": "Edge computing is quickly approaching maturity; several players have successfully used it to create impact in their operations and services. Synergetic technologies (5G, MEC, SD-WAN,1 and other advancements in networking) are driving adoption for edge to create major impact across many industries", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:28.917+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "10c9b537-e870-4494-a114-7ece8b135f67", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.2, "x": 0.04, "y": 0.92 }, "kind": "source-note", "text": "1Software-defined wide-area network. Source: McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:28.917+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "020aaae4-62dd-4647-9f08-601533203457", "parentComponentId": null }, { "bbox": { "h": 0.6, "w": 0.9, "x": 0.04, "y": 0.3 }, "kind": "table", "text": "Industry affected vs Implications of technology trend", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:28.917+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c0148d8e-371c-44f6-bba9-89b9b7229cf8", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.5, "x": 0.04, "y": 0.08 }, "kind": "title", "text": "What industries are most affected by the trend?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:28.917+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2615df97-91d9-41cc-8a89-9fa01bf1a323", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Table data", "slug": "table-data", "status": "active", "bestFor": null, "canonId": "019dd9e1-4fab-7168-a82f-b847350a006d", "version": 1, "bodyDocId": null, "description": "Tabular layouts of structured data.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "163e0824-5be5-4acb-b2ea-b8525c82850d", "evidence": "table/data: Industry affected vs Implications of technology trend", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.8, "extraction": { "at": "2026-07-16 21:17:57.450055+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 40, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 41, "type": "analysis", "title": "The slide uses a list-based table format to map industries to their specific technological implications.", "function": "summarize", "rawType": "industry_trends", "block": null, "metadata": { "slideType": "industry_trends", "slideTypeCanon": { "name": "Industry trends", "slug": "industry_trends", "status": "active", "canonId": "019de52d-0b1d-7705-a0e0-c663199cd1fa", "version": 1, "description": null }, "function": "summarize", "functionCanon": { "name": "Summarize", "slug": "summarize", "status": "active", "canonId": "019de52d-1541-704f-b86f-bf7b75056373", "version": 1, "description": null }, "density": "balanced", "densityScore": 40, "componentCount": 5, "textChars": 610, "nDataPoints": 0, "notes": "The slide uses a list-based table format to map industries to their specific technological implications.", "elementsJson": [ "headline_text", "paragraph", "comparison_table", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:29.314+00", "seconds": 2.27, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/41", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-41", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "Edge computing is quickly approaching maturity; several players have successfully used it to create impact in their operations and services", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:21+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3ba-7150-b02f-ae858c3b1ffc", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.92, "x": 0.04, "y": 0.16 }, "kind": "paragraph", "text": "Edge computing is quickly approaching maturity; several players have successfully used it to create impact in their operations and services. Synergetic technologies (5G, MEC, SD-WAN,1 and other advancements in networking) are driving adoption for edge to create major impact across many industries", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:29.314+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "edc58f11-8710-44bf-9271-5acf14b54ff4", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.2, "x": 0.04, "y": 0.91 }, "kind": "source-note", "text": "1Software-defined wide-area network. Source: McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:29.314+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d5f159e7-0e19-4c04-9402-25981a20858c", "parentComponentId": null }, { "bbox": { "h": 0.55, "w": 0.92, "x": 0.04, "y": 0.29 }, "kind": "table", "text": "Industry affected vs Implications of technology trend", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:29.314+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4e9cf7cb-ccdc-411c-9518-26e000afea09", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.8, "x": 0.04, "y": 0.08 }, "kind": "title", "text": "What industries are most affected by the trend? (continued)", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:29.314+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "69a4e4af-3f4a-416c-b74b-12ca456d0266", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Table data", "slug": "table-data", "status": "active", "bestFor": null, "canonId": "019dd9e1-4fab-7168-a82f-b847350a006d", "version": 1, "bodyDocId": null, "description": "Tabular layouts of structured data.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "61eaa008-42b1-4774-a2bc-aa864092a36e", "evidence": "table/data: Industry affected vs Implications of technology trend", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.8, "extraction": { "at": "2026-07-16 21:17:57.51611+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 41, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 42, "type": "evidence", "title": "McKinsey & Company slide 42", "function": "illustrate_case", "rawType": "client_example", "block": null, "metadata": { "slideType": "client_example", "slideTypeCanon": { "name": "Client example", "slug": "client_example", "status": "active", "canonId": "019de52d-0c87-77cb-9867-613ae22e95ac", "version": 1, "description": null }, "function": "illustrate_case", "functionCanon": { "name": "Illustrate case", "slug": "illustrate_case", "status": "active", "canonId": "019de52d-13b4-772c-bb73-1873612a7463", "version": 1, "description": null }, "density": "sparse", "densityScore": 13, "componentCount": 3, "textChars": 212, "nDataPoints": 0, "notes": "McKinsey & Company slide 42", "elementsJson": [ "headline_text", "comparison_table", "photo" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:29.106+00", "seconds": 2.03, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/42", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-42", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.6, "w": 0.11, "x": 0.04, "y": 0.25 }, "kind": "image", "text": "Industry icons", "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Icon grid", "slug": "icon-grid", "status": "active", "canonId": "019de52c-fdfe-749d-9990-1db465a3eed4", "version": 1, "description": null }, "framework": null }, "subkind": "icon-grid", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:29.106+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8980a52f-b2c8-4a43-bfb2-0059dcffff69", "parentComponentId": null }, { "bbox": { "h": 0.65, "w": 0.92, "x": 0.04, "y": 0.2 }, "kind": "table", "text": "Industry: Telecommunications, Case: AT&T... | Industry: Automotive and assembly, Case: Tesla... | Industry: Retail, Case: Walmart...", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:29.106+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d1c9a4bb-f366-463e-a4aa-b6842d2f5288", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.75, "x": 0.04, "y": 0.03 }, "kind": "title", "text": "Who has successfully created impact with cloud and edge computing?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:29.106+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5995080a-0dbf-410c-9f64-543043e3da18", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Table data", "slug": "table-data", "status": "active", "bestFor": null, "canonId": "019dd9e1-4fab-7168-a82f-b847350a006d", "version": 1, "bodyDocId": null, "description": "Tabular layouts of structured data.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "92b0f64f-641a-4763-8893-a3c6e3ee6f3b", "evidence": "table/data: Industry: Telecommunications, Case: AT&T... | Industry: Automotive and assembly, Case: Tesla... | Industry: Retail, Case: Walmart...", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.8, "extraction": { "at": "2026-07-16 21:17:57.585173+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 42, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 43, "type": "analysis", "title": "The slide uses a numbered list format to present five distinct questions, each accompanied by a brief analysis of the trade-offs.", "function": "frame_problem", "rawType": "industry_trends", "block": null, "metadata": { "slideType": "industry_trends", "slideTypeCanon": { "name": "Industry trends", "slug": "industry_trends", "status": "active", "canonId": "019de52d-0b1d-7705-a0e0-c663199cd1fa", "version": 1, "description": null }, "function": "frame_problem", "functionCanon": { "name": "Frame problem", "slug": "frame_problem", "status": "active", "canonId": "019de52d-13db-753e-ad70-e9b2d0dab398", "version": 1, "description": null }, "density": "dense", "densityScore": 53, "componentCount": 6, "textChars": 773, "nDataPoints": 0, "notes": "The slide uses a numbered list format to present five distinct questions, each accompanied by a brief analysis of the trade-offs.", "elementsJson": [ "headline_text", "paragraph", "numbered_list", "icon_grid" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:33.462+00", "seconds": 6.228, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/43", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-43", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "Cloud and edge computing will undoubtedly create tremendous change, but experts are still debating several key questions.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:22+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3ba-7150-b030-1be08594aafb", "parentComponentId": null }, { "bbox": { "h": 0.45, "w": 0.32, "x": 0.04, "y": 0.48 }, "kind": "image", "text": null, "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Illustration", "slug": "illustration", "status": "active", "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615", "version": 1, "description": null }, "framework": null }, "subkind": "illustration", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:33.462+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0df17fdb-ca70-4a81-8e98-4c8afc1b4c3e", "parentComponentId": null }, { "bbox": { "h": 0.85, "w": 0.62, "x": 0.36, "y": 0.05 }, "kind": "list", "text": "1. Impact of edge computing: Will edge truly be more disruptive than cloud? 2. Outlook: Will hyperscale cloud providers win the edge race? 3. Security vulnerabilities: Will the increase in number of storage and processing units lead to security vulnerabilities? 4. Energy consumption: How will cloud and edge evolve in line with the sustainable IT paradigm? 5. Meeting demand: How will cloud and edge resources cope with growing demand?", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:33.462+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "dd726532-401c-48a7-bff6-966b3c16a2d9", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.32, "x": 0.04, "y": 0.29 }, "kind": "paragraph", "text": "Cloud and edge computing will undoubtedly create tremendous change, but experts are still debating several key questions", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:33.462+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "3f4f4a75-1df1-449f-b163-0eda8ec1e7f2", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.25, "x": 0.36, "y": 0.95 }, "kind": "source-note", "text": "Source: Expert interviews; McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:33.462+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "eca69a06-2049-41ec-b201-769cad25c61f", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.32, "x": 0.04, "y": 0.05 }, "kind": "title", "text": "What are some topics of debate related to the trend?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:33.462+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f43f9911-40ae-4766-adc4-fc9db090876d", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "81e6b783-c745-401e-86fc-9fad5c2cbdea", "evidence": "list/bullet: 1. Impact of edge computing: Will edge truly be more disruptive than cloud? 2. Outlook: Will hyperscale cloud providers win the edge race? 3. Security vulnerabilities: Will the increase in number of storage", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 21:17:57.654717+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 43, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 44, "type": "appendix", "function": "appendix", "rawType": "appendix", "block": null, "metadata": { "slideType": "appendix", "slideTypeCanon": { "name": "Appendix", "slug": "appendix", "status": "active", "canonId": "019de52d-0762-71f8-b564-89ab863301cc", "version": 1, "description": null }, "function": "appendix", "functionCanon": { "name": "Appendix", "slug": "appendix", "status": "active", "canonId": "019de52d-138d-750b-83c3-49b4bc7a7a38", "version": 1, "description": null }, "density": "sparse", "densityScore": 11, "componentCount": 2, "textChars": 257, "nDataPoints": 0, "notes": null, "elementsJson": [ "bullet_list" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:29.458+00", "seconds": 2.157, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/44", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-44", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.45, "w": 0.79, "x": 0.044, "y": 0.25 }, "kind": "list", "text": "Knowledge center\nCloud Insights\nRelated reading\nNew demand, new markets: What edge computing means for hardware companies\nCloud foundations: Ten commandments for faster—and more profitable—cloud migrations\nThe cloud transformation engine", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:29.458+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5a37f240-5515-4b18-b929-cf36a325d67e", "parentComponentId": null }, { "bbox": { "h": 0.035, "w": 0.255, "x": 0.044, "y": 0.083 }, "kind": "title", "text": "Additional resources", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:29.458+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "be9f1be7-4f47-49c1-a3f4-b7e4ef13a99b", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "27c0b32f-b167-4568-8d64-39faacb989dd", "evidence": "list/bullet: Knowledge center Cloud Insights Related reading New demand, new markets: What edge computing means for hardware companies", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 21:17:57.722811+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 44, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 45, "type": "setup", "function": "front_matter", "rawType": "cover", "block": null, "metadata": { "slideType": "cover", "slideTypeCanon": { "name": "Cover", "slug": "cover", "status": "active", "canonId": "019de52d-05f2-729d-9f93-e0504f0a2410", "version": 1, "description": null }, "function": "front_matter", "functionCanon": { "name": "Front matter", "slug": "front_matter", "status": "active", "canonId": "019de52d-133d-73f0-9e26-201eda96b098", "version": 1, "description": null }, "density": "sparse", "densityScore": 13, "componentCount": 4, "textChars": 105, "nDataPoints": 0, "notes": null, "elementsJson": [ "photo" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:32.111+00", "seconds": 4.732, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/45", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-45", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.6, "w": 0.4, "x": 0.6, "y": 0.4 }, "kind": "image", "text": "Person wearing VR headset", "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Photo", "slug": "photo", "status": "active", "canonId": "019de52c-fd37-757f-b4a8-ca26d4888875", "version": 1, "description": null }, "framework": null }, "subkind": "photo", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:32.111+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9c92f681-d0c2-45e8-85b4-2a4aa66b3aa1", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.1, "x": 0.05, "y": 0.7 }, "kind": "paragraph", "text": "August 2022", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:32.111+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e1d19397-a997-4999-b617-584dd78930c2", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.45, "x": 0.05, "y": 0.2 }, "kind": "title", "text": "McKinsey Technology Trends Outlook 2022", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:32.111+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c052a937-05f7-41e9-8241-e909c61fe6ae", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.4, "x": 0.05, "y": 0.55 }, "kind": "title", "text": "Immersive-reality technologies", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Subtitle", "slug": "subtitle", "status": "active", "canonId": "019de52c-fb09-739d-900c-815b0d9ac526", "version": 1, "description": null }, "framework": null }, "subkind": "subtitle", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:32.111+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2757fd95-01bc-46f7-ab7c-e8a7041e0912", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Slide recipe: Cover", "slug": "cover-slide", "status": "active", "bestFor": null, "canonId": "019df269-2a08-767d-9128-e7431e6fe8a3", "version": 1, "bodyDocId": "019df269-29e5-7738-b5fa-6892e5dc8e65", "description": "The first ten seconds. Build it deliberately.", "familyLabel": "slide-recipe", "categoryName": "Slide", "categorySlug": "slide" }, "agent": "designer", "layer": "slide", "agents": [ "designer" ], "matchId": "193ed1b5-972d-4051-b449-0df287f9c25f", "evidence": "McKinsey Technology Trends Outlook 2022", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 21:17:57.79702+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 45, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 46, "type": "analysis", "title": "The slide uses a structured table format to compare technology, description, and experience across four categories.", "function": "present_framework", "rawType": "industry_trends", "block": null, "metadata": { "slideType": "industry_trends", "slideTypeCanon": { "name": "Industry trends", "slug": "industry_trends", "status": "active", "canonId": "019de52d-0b1d-7705-a0e0-c663199cd1fa", "version": 1, "description": null }, "function": "present_framework", "functionCanon": { "name": "Present framework", "slug": "present_framework", "status": "active", "canonId": "019de52d-1403-7667-9100-d2ac6709f750", "version": 1, "description": null }, "density": "balanced", "densityScore": 27, "componentCount": 5, "textChars": 284, "nDataPoints": 0, "notes": "The slide uses a structured table format to compare technology, description, and experience across four categories.", "elementsJson": [ "headline_text", "comparison_table", "icon_grid", "callout_box" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:30.054+00", "seconds": 2.587, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/46", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-46", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.05, "w": 0.72, "x": 0.14, "y": 0.87 }, "kind": "callout", "text": "Immersive-reality technologies will have a significant role to play in the metaverse", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:30.054+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "024ef595-5ff8-4d9c-929a-be6f520bbbfe", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.15, "x": 0.04, "y": 0.95 }, "kind": "source-note", "text": "Source: McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:30.054+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6d879160-4815-4382-8fdc-f77888e87199", "parentComponentId": null }, { "bbox": { "h": 0.65, "w": 0.92, "x": 0.04, "y": 0.19 }, "kind": "table", "text": "Comparison matrix of Spatial computing, MR, AR, and VR across Technology, Description, and Experience.", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:30.054+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b1254675-fd70-4ace-95d9-e26825a95491", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.4, "x": 0.04, "y": 0.13 }, "kind": "title", "text": "The immersive-reality space has 4 key components", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Action title", "slug": "action-title", "status": "active", "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d", "version": 1, "description": null }, "framework": null }, "subkind": "action-title", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:30.054+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b1c94142-edef-4dab-b2a0-35ea64dcc773", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.3, "x": 0.04, "y": 0.08 }, "kind": "title", "text": "What is this trend about?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:30.054+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "55f71c59-c522-415b-9365-1f578c0ef3d1", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "2x2 matrix", "slug": "matrix-2x2", "status": "active", "bestFor": null, "canonId": "019dd9e1-50ab-72d1-8afb-3ab0a38e32a8", "version": 1, "bodyDocId": null, "description": "BCG matrix, importance/urgency, any axes-and-quadrants frame.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "fc98309c-0229-471e-8549-e05830cb2717", "evidence": "table/data: Comparison matrix of Spatial computing, MR, AR, and VR across Technology, Description, and Experience.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.6, "extraction": { "at": "2026-07-16 21:17:57.868035+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 46, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [ { "matchId": "8090d248-47f0-4b9f-8322-eb2d1a418a5a", "evidence": "The slide uses a structured table to compare four distinct technologies across three attributes.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 19:18:30.054+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 46, "frameworkName": "Comparison Matrix" } ], "arcBeats": [], "loops": [], "locked": true }, { "page": 47, "type": "analysis", "title": "The slide uses a grid layout to categorize immersive-reality applications with illustrative icons for each.", "function": "summarize", "rawType": "industry_trends", "block": null, "metadata": { "slideType": "industry_trends", "slideTypeCanon": { "name": "Industry trends", "slug": "industry_trends", "status": "active", "canonId": "019de52d-0b1d-7705-a0e0-c663199cd1fa", "version": 1, "description": null }, "function": "summarize", "functionCanon": { "name": "Summarize", "slug": "summarize", "status": "active", "canonId": "019de52d-1541-704f-b86f-bf7b75056373", "version": 1, "description": null }, "density": "balanced", "densityScore": 39, "componentCount": 6, "textChars": 378, "nDataPoints": 0, "notes": "The slide uses a grid layout to categorize immersive-reality applications with illustrative icons for each.", "elementsJson": [ "headline_text", "paragraph", "icon_grid" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:30.338+00", "seconds": 2.725, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/47", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-47", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "Most mature immersive-reality solutions fall under a few key themes", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:23+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3ba-7150-b030-c08638d1607a", "parentComponentId": null }, { "bbox": { "h": 0.5, "w": 0.92, "x": 0.04, "y": 0.4 }, "kind": "image", "text": "Illustrative icons for each of the four categories", "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Illustration", "slug": "illustration", "status": "active", "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615", "version": 1, "description": null }, "framework": null }, "subkind": "illustration", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:30.338+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "400e03a0-7964-4700-90f3-c83d51405fcc", "parentComponentId": null }, { "bbox": { "h": 0.35, "w": 0.92, "x": 0.04, "y": 0.16 }, "kind": "list", "text": "Learning and assessment; Product design and development; Enhanced situational awareness; B2C use cases (eg, gaming, fitness, retail)", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:30.338+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "568a7354-7d70-4183-81fd-89ad93b582da", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.15, "x": 0.04, "y": 0.95 }, "kind": "source-note", "text": "Source: McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:30.338+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "eedd1bdb-8eaf-4eae-8d04-eddf5607d386", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.5, "x": 0.04, "y": 0.09 }, "kind": "title", "text": "Most mature immersive-reality solutions fall under a few key themes", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Action title", "slug": "action-title", "status": "active", "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d", "version": 1, "description": null }, "framework": null }, "subkind": "action-title", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:30.338+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "bdd3da8f-204a-4bf3-a568-fa2943255d89", "parentComponentId": null }, { "bbox": { "h": 0.06, "w": 0.45, "x": 0.04, "y": 0.03 }, "kind": "title", "text": "What is this trend about? (continued)", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:30.338+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7bc6b419-ba89-4558-9815-975f78587c54", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "f636a8e6-2fb1-4263-8729-394bff301e4b", "evidence": "list/bullet: Learning and assessment; Product design and development; Enhanced situational awareness; B2C use cases (eg, gaming, fitness, retail)", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 21:17:57.939595+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 47, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 48, "type": "analysis", "title": "The slide uses a horizontal timeline-like structure to categorize trends and benefits.", "function": "summarize", "rawType": "industry_trends", "block": null, "metadata": { "slideType": "industry_trends", "slideTypeCanon": { "name": "Industry trends", "slug": "industry_trends", "status": "active", "canonId": "019de52d-0b1d-7705-a0e0-c663199cd1fa", "version": 1, "description": null }, "function": "summarize", "functionCanon": { "name": "Summarize", "slug": "summarize", "status": "active", "canonId": "019de52d-1541-704f-b86f-bf7b75056373", "version": 1, "description": null }, "density": "dense", "densityScore": 69, "componentCount": 7, "textChars": 894, "nDataPoints": 8, "notes": "The slide uses a horizontal timeline-like structure to categorize trends and benefits.", "elementsJson": [ "icon_grid", "paragraph", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:35.189+00", "seconds": 7.481, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/48", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-48", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.2, "w": 0.38, "x": 0.57, "y": 0.22 }, "kind": "list", "text": "Increasing functionality across industries: Product and service enablement, Development and training scalability, Process improvement", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:35.189+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2cf60bd9-1489-4ed0-aca2-33c065b77859", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.45, "x": 0.04, "y": 0.22 }, "kind": "list", "text": "Overall trends: ~$1.2 trillion market size by 2035, Increasing innovation, Growing venture capital investments, Growing B2B adoption", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:35.189+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "da47f691-1327-4a00-957d-c620eebba827", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "Market size: $1.2 trillion", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": { "name": "Quantification", "slug": "quantification", "status": "active", "bestFor": null, "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88", "version": 1, "bodyDocId": null, "description": "Translating a claim into numbers, charts, or tables.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:24+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3ba-7150-b031-385629dc7a12", "parentComponentId": null }, { "bbox": { "h": 0.45, "w": 0.92, "x": 0.04, "y": 0.45 }, "kind": "paragraph", "text": "Detailed descriptions for each trend and functional benefit, including CAGR, patent growth, VC investment figures, and specific industry use cases.", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:35.189+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4c92242c-76e6-460d-81bf-244dee7aa035", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.8, "x": 0.04, "y": 0.95 }, "kind": "source-note", "text": "Source: \"Demand for augmented reality in enterprise and consumer markets to create US $175 billion AR market by 2026,\" ABI Research, June 10, 2021; Chris Metinko, \"VR/AR investments increase just as metaverse talk heats up—but that may not be the only reason,\" Crunchbase News, Jan 21, 2022; \"Extended reality market size, share, trends, by type,\" Emergen Research, Feb 2021; McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:35.189+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "81ee135f-feaa-4c6c-b7cf-507a2b19e36c", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.4, "x": 0.04, "y": 0.07 }, "kind": "title", "text": "Why should leaders pay attention?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:35.189+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "49575ef9-355d-4aa3-9e4b-a5d30cd24c37", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.15, "x": 0.83, "y": 0.02 }, "kind": "title", "text": "Immersive-reality technologies", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Subtitle", "slug": "subtitle", "status": "active", "canonId": "019de52c-fb09-739d-900c-815b0d9ac526", "version": 1, "description": null }, "framework": null }, "subkind": "subtitle", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:35.189+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ea07e6cf-4a4f-4967-a55d-50bfd07feeaa", "parentComponentId": null } ], "metrics": [ { "metricRaw": "Market size", "numberRaw": "$1.2 trillion", "numberKind": "money", "actionTitle": "Why should leaders pay attention?", "calloutText": null, "numberScale": "t", "numberValue": 1.2, "metricFamily": "market_size", "numberCurrency": "$" } ], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 49, "type": "analysis", "title": "The slide contrasts AR and VR and highlights the 8-10 year horizon for significant advancements.", "function": "summarize", "rawType": "industry_trends", "block": null, "metadata": { "slideType": "industry_trends", "slideTypeCanon": { "name": "Industry trends", "slug": "industry_trends", "status": "active", "canonId": "019de52d-0b1d-7705-a0e0-c663199cd1fa", "version": 1, "description": null }, "function": "summarize", "functionCanon": { "name": "Summarize", "slug": "summarize", "status": "active", "canonId": "019de52d-1541-704f-b86f-bf7b75056373", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 79, "componentCount": 8, "textChars": 1434, "nDataPoints": 1, "notes": "The slide contrasts AR and VR and highlights the 8-10 year horizon for significant advancements.", "elementsJson": [ "headline_text", "bullet_list", "callout_box", "photo" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:36.546+00", "seconds": 8.361, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/49", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-49", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.5, "w": 0.3, "x": 0.66, "y": 0.36 }, "kind": "callout", "text": "Significant advancements are still required for AR/VR and are 8–10 years out. While some capabilities are technically possible today in isolation, device makers need to consider features such as battery life, weight, and ergonomics, which adds challenges (eg, 8K displays exist but are too heavy and expensive for common use). AR requires technology that is significantly superior to that of VR. Unlocking scalability will require reducing prices by >50%", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:36.546+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8b143302-6d40-4faf-b56b-d7a706fc52bd", "parentComponentId": null }, { "bbox": null, "kind": "callout", "text": "Significant advancements are still required for AR/VR and are 8–10 years out", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:25+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3ba-7150-b031-687a276b785a", "parentComponentId": null }, { "bbox": { "h": 0.22, "w": 0.17, "x": 0.04, "y": 0.63 }, "kind": "image", "text": null, "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Illustration", "slug": "illustration", "status": "active", "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615", "version": 1, "description": null }, "framework": null }, "subkind": "illustration", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:36.546+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a6294818-3004-41fa-9ff8-9c52f0af44d1", "parentComponentId": null }, { "bbox": { "h": 0.22, "w": 0.17, "x": 0.04, "y": 0.28 }, "kind": "image", "text": null, "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Illustration", "slug": "illustration", "status": "active", "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615", "version": 1, "description": null }, "framework": null }, "subkind": "illustration", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:36.546+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b0725f72-e2a1-408f-8295-16d18bdfba01", "parentComponentId": null }, { "bbox": { "h": 0.28, "w": 0.38, "x": 0.23, "y": 0.24 }, "kind": "list", "text": "Augmented reality (AR) is a partly immersive experience in which users interact directly with a 3-D overlay onto the external reality in real time. Examples of AR technology devices include AR projections from phone devices, AR windshield on cars, AR glasses. Capabilities needed to advance this technology include common use higher resolution displays (eg, 8K), more precise eye sensing and tracking technology to reduce lags and errors in display overlay, etc", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:36.546+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "47adcef3-6a80-49db-9046-5610d4611d33", "parentComponentId": null }, { "bbox": { "h": 0.28, "w": 0.38, "x": 0.23, "y": 0.6 }, "kind": "list", "text": "Virtual reality is a fully immersive digital experience in which computer-graphics-rendered virtual worlds replace the real world. Examples of VR technology devices include headsets for a fully immersive VR experience. Capabilities needed to accelerate this technology include specialized lower-latency hardware, improved sensors that allow for full-body virtual tracking, etc", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:36.546+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "856a7411-7394-4b1a-90e1-07d1e479aa43", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.15, "x": 0.04, "y": 0.95 }, "kind": "source-note", "text": "Source: McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:36.546+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a765e54f-405d-4ed3-84d1-1b7ad21ec1fa", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.4, "x": 0.04, "y": 0.03 }, "kind": "title", "text": "What are the most noteworthy technologies?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:36.546+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6dde9900-6177-4228-ac28-070a5471ce13", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "41927491-bfce-482d-84f4-a03175f02950", "evidence": "list/bullet: Augmented reality (AR) is a partly immersive experience in which users interact directly with a 3-D overlay onto the external reality in real time.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 21:17:58.040116+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 49, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 50, "type": "analysis", "function": "summarize", "rawType": "industry_trends", "block": null, "metadata": { "slideType": "industry_trends", "slideTypeCanon": { "name": "Industry trends", "slug": "industry_trends", "status": "active", "canonId": "019de52d-0b1d-7705-a0e0-c663199cd1fa", "version": 1, "description": null }, "function": "summarize", "functionCanon": { "name": "Summarize", "slug": "summarize", "status": "active", "canonId": "019de52d-1541-704f-b86f-bf7b75056373", "version": 1, "description": null }, "density": "balanced", "densityScore": 43, "componentCount": 6, "textChars": 368, "nDataPoints": 1, "notes": null, "elementsJson": [ "headline_text", "comparison_table", "photo" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:33.492+00", "seconds": 5.286, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/50", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-50", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "A diverse set of sensors and input will be needed, expanding the peripherals market 10–20× from today", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:34+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3bb-700a-9d94-665341ff6f64", "parentComponentId": null }, { "bbox": { "h": 0.7, "w": 0.1, "x": 0.85, "y": 0.2 }, "kind": "image", "text": "Visual examples of immersive technologies", "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Illustration", "slug": "illustration", "status": "active", "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615", "version": 1, "description": null }, "framework": null }, "subkind": "illustration", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:33.492+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "cd51f15a-243e-46d7-a0e0-f79258d8259f", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "market growth: 10–20×", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": { "name": "Quantification", "slug": "quantification", "status": "active", "bestFor": null, "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88", "version": 1, "bodyDocId": null, "description": "Translating a claim into numbers, charts, or tables.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:34+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3bb-700a-9d94-69edbc2d326b", "parentComponentId": null }, { "bbox": { "h": 0.7, "w": 0.92, "x": 0.04, "y": 0.2 }, "kind": "table", "text": "Type and Overview table for immersive technologies", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:33.492+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "3e8786d5-01bd-4492-9289-4acf4ef4f2b2", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.6, "x": 0.04, "y": 0.13 }, "kind": "title", "text": "A diverse set of sensors and input will be needed, expanding the peripherals market 10–20× from today", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Action title", "slug": "action-title", "status": "active", "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d", "version": 1, "description": null }, "framework": null }, "subkind": "action-title", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:33.492+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "64f7f15c-7397-476c-8ddb-aad6c09d4f1d", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.5, "x": 0.04, "y": 0.08 }, "kind": "title", "text": "What are the most noteworthy technologies? (continued)", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:33.492+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ecf32b53-f242-400e-aa46-46458fedd43c", "parentComponentId": null } ], "metrics": [ { "metricRaw": "market growth", "numberRaw": "10–20×", "numberKind": "plain", "actionTitle": "A diverse set of sensors and input will be needed, expanding the peripherals market 10–20× from today", "calloutText": "A diverse set of sensors and input will be needed, expanding the peripherals market 10–20× from today", "numberScale": null, "numberValue": 10, "metricFamily": "growth_rate", "numberCurrency": null } ], "tools": [ { "tool": { "name": "NxN matrix", "slug": "matrix-nxn", "status": "active", "bestFor": null, "canonId": "019de52d-2313-71fa-bb45-a7d1a4aae23a", "version": 1, "bodyDocId": null, "description": null, "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "860a8241-4e9c-464b-bfb7-657b3176e2dd", "evidence": "table/data: Type and Overview table for immersive technologies", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 21:17:56.913556+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 50, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 51, "type": "setup", "title": "The slide uses a matrix structure to compare AR and VR development stages over time.", "function": "present_framework", "rawType": "maturity_model", "block": null, "metadata": { "slideType": "maturity_model", "slideTypeCanon": null, "function": "present_framework", "functionCanon": { "name": "Present framework", "slug": "present_framework", "status": "active", "canonId": "019de52d-1403-7667-9100-d2ac6709f750", "version": 1, "description": null }, "density": "sparse", "densityScore": 8, "componentCount": 3, "textChars": 100, "nDataPoints": 0, "notes": "The slide uses a matrix structure to compare AR and VR development stages over time.", "elementsJson": [ "headline_text", "comparison_table", "photo" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:30.833+00", "seconds": 2.564, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/51", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-51", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.7, "w": 0.92, "x": 0.04, "y": 0.2 }, "kind": "framework", "text": "Maturity level matrix for AR and VR", "attrs": null, "canon": { "kind": { "name": "Framework", "slug": "framework", "status": "active", "canonId": "019de52c-fa18-77c6-b10a-ccb8277ac0fa", "version": 1, "description": "Named conceptual framework instance." }, "tool": null, "subkind": { "name": "Framework instance", "slug": "instance", "status": "active", "canonId": "019de52d-05a2-72af-be0b-7edc60708a03", "version": 1, "description": null }, "framework": null }, "subkind": "instance", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:30.833+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "723591a6-f224-403f-b9a5-346ecc8f9690", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.15, "x": 0.04, "y": 0.95 }, "kind": "source-note", "text": "Source: McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:30.833+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "618e0453-385d-4c90-9bcc-20e96cdab727", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.45, "x": 0.04, "y": 0.07 }, "kind": "title", "text": "What disruptions could the trend enable?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:30.833+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "21abe1fa-b940-48d8-9dc2-1d37bf6790f6", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "2x2 matrix", "slug": "matrix-2x2", "status": "active", "bestFor": null, "canonId": "019dd9e1-50ab-72d1-8afb-3ab0a38e32a8", "version": 1, "bodyDocId": null, "description": "BCG matrix, importance/urgency, any axes-and-quadrants frame.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "38857589-52ec-4f1e-9923-eed3b6c4e770", "evidence": "framework/instance: Maturity level matrix for AR and VR", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 21:17:56.983123+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 51, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [ { "matchId": "a637e7d7-8600-45ec-8443-2f8feeb5cfbd", "evidence": "The slide maps technology evolution across three distinct time horizons (near, medium, long term).", "framework": null, "confidence": 1, "extraction": { "at": "2026-05-02 19:18:30.833+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 51, "frameworkName": "maturity-model" } ], "arcBeats": [], "loops": [], "locked": true }, { "page": 52, "type": "resolution", "title": "The slide uses a bubble chart overlay on an illustrative city scene to represent worker counts by industry.", "function": "size_opportunity", "rawType": "market_sizing", "block": null, "metadata": { "slideType": "market_sizing", "slideTypeCanon": { "name": "Market sizing", "slug": "market_sizing", "status": "active", "canonId": "019de52d-08c8-756c-8664-733b73a7ee7b", "version": 1, "description": null }, "function": "size_opportunity", "functionCanon": { "name": "Size opportunity", "slug": "size_opportunity", "status": "active", "canonId": "019de52d-147b-7568-8828-a74a27697618", "version": 1, "description": null }, "density": "dense", "densityScore": 70, "componentCount": 7, "textChars": 912, "nDataPoints": 8, "notes": "The slide uses a bubble chart overlay on an illustrative city scene to represent worker counts by industry.", "elementsJson": [ "headline_text", "paragraph", "bubble_chart", "infographic", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:31.603+00", "seconds": 3.259, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/52", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-52", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "The world's 2.7 billion deskless workers, representing ~80% of the global workforce, are concentrated in 8 industries and present huge potential for scaling immersive-reality technology", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:23+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3ba-7150-b030-9e19b63c6c78", "parentComponentId": null }, { "bbox": { "h": 0.5, "w": 0.7, "x": 0.28, "y": 0.25 }, "kind": "chart", "text": "Bubble chart showing worker counts: Agriculture (858M), Manufacturing (427M), Retail (497M), Healthcare (148M), Restaurants/hospitality (122M), Education (226M), Construction/real estate (265M), Transportation and logistics (189M)", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Bubble chart", "slug": "bubble", "status": "active", "canonId": "019de52d-00a4-756f-8978-8d5e48905dbc", "version": 1, "description": null }, "framework": null }, "subkind": "bubble", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:31.603+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2c307058-6c64-4c2d-9676-128b6f48ac5b", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.2, "x": 0.05, "y": 0.95 }, "kind": "disclaimer", "text": "Source: \"The rise of the deskless workforce,\" Emergence, 2018; McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Disclaimer", "slug": "disclaimer", "status": "active", "canonId": "91173477-d91f-4024-bbaf-d4f93e3f82dc", "version": 1, "description": "Legal/cautionary text that occupies most of the body of its slide." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:31.603+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "3ff51f52-539d-40a9-9f7e-957225d88e5f", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.1, "x": 0.85, "y": 0.08 }, "kind": "legend", "text": "High expected impact (blue), Insignificant impact (grey)", "attrs": null, "canon": { "kind": { "name": "Legend", "slug": "legend", "status": "active", "canonId": "31361933-3d22-4c70-bbad-0801e9fffc0c", "version": 1, "description": "Color/symbol decoder placed adjacent to a chart or diagram." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:31.603+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7a728983-72a8-45b5-9f4f-72e915e0826c", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "Number of deskless workers: 2.7 billion", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": { "name": "Quantification", "slug": "quantification", "status": "active", "bestFor": null, "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88", "version": 1, "bodyDocId": null, "description": "Translating a claim into numbers, charts, or tables.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:23+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3ba-7150-b030-a12714c1395a", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.2, "x": 0.05, "y": 0.52 }, "kind": "paragraph", "text": "Overall, industries with a higher proportion of non-desk workers are leading in adoption. ~75% of deskless workers spend most of their time at work using some form of tech, with >60% reporting lack of satisfaction or feeling the need for improvement in the tech they use", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:31.603+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d4e1bc4b-ba1f-4ad4-b20c-40ad062c46c9", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.2, "x": 0.05, "y": 0.28 }, "kind": "title", "text": "What industries could be most affected by the trend?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:31.603+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "55ae7534-1f8b-4b03-a00c-71cb03998136", "parentComponentId": null } ], "metrics": [ { "metricRaw": "Number of deskless workers", "numberRaw": "2.7 billion", "numberKind": "plain", "actionTitle": null, "calloutText": "The world's 2.7 billion deskless workers, representing ~80% of the global workforce, are concentrated in 8 industries and present huge potential for scaling immersive-reality technology", "numberScale": "b", "numberValue": 2.7, "metricFamily": "volume_count", "numberCurrency": null } ], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 53, "type": "analysis", "title": "The slide uses a structured grid to map industries to specific use cases and quantitative impact metrics.", "function": "summarize", "rawType": "industry_trends", "block": null, "metadata": { "slideType": "industry_trends", "slideTypeCanon": { "name": "Industry trends", "slug": "industry_trends", "status": "active", "canonId": "019de52d-0b1d-7705-a0e0-c663199cd1fa", "version": 1, "description": null }, "function": "summarize", "functionCanon": { "name": "Summarize", "slug": "summarize", "status": "active", "canonId": "019de52d-1541-704f-b86f-bf7b75056373", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 87, "componentCount": 11, "textChars": 1088, "nDataPoints": 3, "notes": "The slide uses a structured grid to map industries to specific use cases and quantitative impact metrics.", "elementsJson": [ "headline_text", "data_table", "photo", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:35.984+00", "seconds": 7.459, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/53", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-53", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "Use cases are emerging both horizontally and vertically across industries", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:23+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3ba-7150-b030-81c207b9dfff", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.75, "x": 0.15, "y": 0.55 }, "kind": "image", "text": "Icons representing Education, Automotive, Retail, and Healthcare.", "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Illustration", "slug": "illustration", "status": "active", "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615", "version": 1, "description": null }, "framework": null }, "subkind": "illustration", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:35.984+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a45cdc3c-20ff-4fe6-92e5-527d85acb12c", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.18, "x": 0.34, "y": 0.75 }, "kind": "metric", "text": "~100% of design of physical products/spaces (eg, factories, warehouses) could be simulated in a synthetic environment", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": null, "subkind": { "name": "Big number", "slug": "big-number", "status": "active", "canonId": "019de52c-fc70-70c8-b965-0584548a9204", "version": 1, "description": null }, "framework": null }, "subkind": "big-number", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:35.984+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5841e7b5-2d9c-4eeb-a8ba-302097133ae5", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.18, "x": 0.56, "y": 0.75 }, "kind": "metric", "text": "~33% of customers who are active on the metaverse have purchased real-world items there", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": null, "subkind": { "name": "Big number", "slug": "big-number", "status": "active", "canonId": "019de52c-fc70-70c8-b965-0584548a9204", "version": 1, "description": null }, "framework": null }, "subkind": "big-number", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:35.984+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "931d7b05-bfbd-4c22-9327-196954d7f308", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.18, "x": 0.13, "y": 0.75 }, "kind": "metric", "text": "63% of companies that are metaverse adopters have undertaken learning and development for employees in the metaverse", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": null, "subkind": { "name": "Big number", "slug": "big-number", "status": "active", "canonId": "019de52c-fc70-70c8-b965-0584548a9204", "version": 1, "description": null }, "framework": null }, "subkind": "big-number", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:35.984+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "98612fed-a067-47ef-b362-c35633802efc", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "adoption/impact: 63%", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": { "name": "Quantification", "slug": "quantification", "status": "active", "bestFor": null, "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88", "version": 1, "bodyDocId": null, "description": "Translating a claim into numbers, charts, or tables.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:23+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3ba-7150-b030-84ed3a555f7b", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.18, "x": 0.78, "y": 0.75 }, "kind": "paragraph", "text": "Increasing efficacy of immersive-reality solutions in treating mental disorders", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:35.984+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2326bdc2-9570-4e46-95d8-667fbb4bed6e", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.6, "x": 0.04, "y": 0.95 }, "kind": "source-note", "text": "Source: Nilufar Baghaei et al., \"Extended reality for anxiety and depression therapy amidst mental disorders: A systematic review,\" ResearchGate, Mar 2022; \"Value creation in the metaverse: The real business of the virtual world,\" McKinsey, June 2022", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:35.984+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1216fc41-cac9-4cfe-87a1-333fec700fbf", "parentComponentId": null }, { "bbox": { "h": 0.35, "w": 0.92, "x": 0.04, "y": 0.25 }, "kind": "table", "text": "Industry, Education, Automotive and assembly; aerospace and defense, Retail, Healthcare systems and services. Example use cases listed for each.", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:35.984+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c92fa599-77fc-455c-b2aa-4e421b8b3ccb", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.5, "x": 0.04, "y": 0.13 }, "kind": "title", "text": "Use cases are emerging both horizontally and vertically across industries", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Action title", "slug": "action-title", "status": "active", "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d", "version": 1, "description": null }, "framework": null }, "subkind": "action-title", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:35.984+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8ed3651f-b360-4d02-9828-180429f607a6", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.6, "x": 0.04, "y": 0.08 }, "kind": "title", "text": "What industries could be most affected by the trend? (continued)", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:35.984+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0c2a4b33-cff9-4c94-9de2-5457da535318", "parentComponentId": null } ], "metrics": [ { "metricRaw": "adoption/impact", "numberRaw": "63%", "numberKind": "percent", "actionTitle": null, "calloutText": "Use cases are emerging both horizontally and vertically across industries", "numberScale": null, "numberValue": 63, "metricFamily": "share_penetration", "numberCurrency": null } ], "tools": [ { "tool": { "name": "2x2 matrix", "slug": "matrix-2x2", "status": "active", "bestFor": null, "canonId": "019dd9e1-50ab-72d1-8afb-3ab0a38e32a8", "version": 1, "bodyDocId": null, "description": "BCG matrix, importance/urgency, any axes-and-quadrants frame.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "44e3521e-cea7-4618-aaef-0640bcce21ac", "evidence": "table/data: Industry, Education, Automotive and assembly; aerospace and defense, Retail, Healthcare systems and services.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 03:16:26.752327+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 53, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 54, "type": "analysis", "title": "The slide uses a column-based layout to map industries to specific use cases for immersive reality.", "function": "summarize", "rawType": "industry_trends", "block": null, "metadata": { "slideType": "industry_trends", "slideTypeCanon": { "name": "Industry trends", "slug": "industry_trends", "status": "active", "canonId": "019de52d-0b1d-7705-a0e0-c663199cd1fa", "version": 1, "description": null }, "function": "summarize", "functionCanon": { "name": "Summarize", "slug": "summarize", "status": "active", "canonId": "019de52d-1541-704f-b86f-bf7b75056373", "version": 1, "description": null }, "density": "dense", "densityScore": 53, "componentCount": 7, "textChars": 507, "nDataPoints": 0, "notes": "The slide uses a column-based layout to map industries to specific use cases for immersive reality.", "elementsJson": [ "headline_text", "icon_grid", "paragraph" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:31.822+00", "seconds": 3.268, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/54", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-54", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.25, "w": 0.92, "x": 0.04, "y": 0.25 }, "kind": "image", "text": "Icons representing construction, real estate, energy, aviation, and media.", "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Icon grid", "slug": "icon-grid", "status": "active", "canonId": "019de52c-fdfe-749d-9990-1db465a3eed4", "version": 1, "description": null }, "framework": null }, "subkind": "icon-grid", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:31.822+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2cb9df68-f66a-498c-9418-65ba7575d531", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.92, "x": 0.04, "y": 0.45 }, "kind": "list", "text": "Construction and building materials; Real estate; Electric power, natural gas, and utilities; Aviation, travel, and logistics; Media and entertainment", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:31.822+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0b3c515a-034e-49e2-b677-af29d91644c1", "parentComponentId": null }, { "bbox": { "h": 0.3, "w": 0.92, "x": 0.04, "y": 0.58 }, "kind": "paragraph", "text": "Detailed descriptions of how immersive reality is applied in each of the five industries listed above.", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:31.822+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c36950db-045c-40b4-8577-bb4de05cd759", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.12, "x": 0.04, "y": 0.18 }, "kind": "source-note", "text": "Not exhaustive", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:31.822+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0066bc6f-571c-4748-87d4-07bb9b042b0e", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.15, "x": 0.04, "y": 0.95 }, "kind": "source-note", "text": "Source: McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:31.822+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "cca8f4dc-58e2-44ef-9712-f6541babc123", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.92, "x": 0.04, "y": 0.08 }, "kind": "title", "text": "What industries could be most affected by the trend? (continued)", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:31.822+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "36855eb4-36c3-44aa-bea7-42a945930707", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.65, "x": 0.04, "y": 0.13 }, "kind": "title", "text": "Immersive reality could change the way energy and materials industries operate", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Subtitle", "slug": "subtitle", "status": "active", "canonId": "019de52c-fb09-739d-900c-815b0d9ac526", "version": 1, "description": null }, "framework": null }, "subkind": "subtitle", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:31.822+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5bc97e9f-c482-4c1b-b892-fa354a0c3611", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 55, "type": "evidence", "function": "illustrate_case", "rawType": "client_example", "block": null, "metadata": { "slideType": "client_example", "slideTypeCanon": { "name": "Client example", "slug": "client_example", "status": "active", "canonId": "019de52d-0c87-77cb-9867-613ae22e95ac", "version": 1, "description": null }, "function": "illustrate_case", "functionCanon": { "name": "Illustrate case", "slug": "illustrate_case", "status": "active", "canonId": "019de52d-13b4-772c-bb73-1873612a7463", "version": 1, "description": null }, "density": "dense", "densityScore": 66, "componentCount": 7, "textChars": 787, "nDataPoints": 3, "notes": null, "elementsJson": [ "headline_text", "subtitle_text", "comparison_table", "photo" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:35.279+00", "seconds": 6.647, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/55", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-55", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.12, "w": 0.9, "x": 0.04, "y": 0.23 }, "kind": "list", "text": "Information technology and electronics: Fujitsu uses AR in the sales process to allow customers to see all product characteristics", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:35.279+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5ce824a3-c981-4925-bf76-ec9858428e92", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.9, "x": 0.04, "y": 0.68 }, "kind": "list", "text": "Automotive and assembly: Porsche has shortened operational time spent on addressing issues by 40% through the use of AR headsets to simulate virtual models of problem vehicles", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:35.279+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9aa5b0a0-b547-450e-b364-13681ad8d0d2", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.9, "x": 0.04, "y": 0.38 }, "kind": "list", "text": "Aerospace and defense: Boeing leverages AR to improve manufacturing process efficiency and has achieved a 90% quality increase and 30% speed increase on its pilot projects", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:35.279+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9f17e1c1-f3ec-4b0c-8979-d85b1e3c6caf", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.9, "x": 0.04, "y": 0.53 }, "kind": "list", "text": "Aviation, travel, and logistics: Japan Airlines is experimenting with Microsoft HoloLens AR as a technical training tool for its maintenance technicians", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:35.279+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b42fcd61-dc38-4ae5-8312-555d6cbc5d67", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.5, "x": 0.04, "y": 0.13 }, "kind": "paragraph", "text": "Many industries have started to experiment with AR applications", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:35.279+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "29492229-47e3-4508-96ee-77fb4ab0e442", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.15, "x": 0.04, "y": 0.95 }, "kind": "source-note", "text": "Source: Company websites", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:35.279+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5b9b7db3-e50a-4551-91db-b470752687e4", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.6, "x": 0.04, "y": 0.03 }, "kind": "title", "text": "Who has successfully created impact with immersive-reality technologies?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:35.279+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "02596c78-536d-48e4-b721-a98531560aa7", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "13491036-4ae4-4b6e-ba3d-1132ad9068ed", "evidence": "list/bullet: Automotive and assembly: Porsche has shortened operational time spent on addressing issues by 40% through the use of AR headsets to simulate virtual models of problem vehicles", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.6, "extraction": { "at": "2026-07-16 21:17:57.081607+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 55, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 56, "type": "analysis", "title": "The slide uses a split-screen layout to contrast positive and negative aspects of a technology trend.", "function": "diagnose", "rawType": "risk_register", "block": null, "metadata": { "slideType": "risk_register", "slideTypeCanon": { "name": "Risk register", "slug": "risk_register", "status": "active", "canonId": "019de52d-0dee-7220-9713-5179f9ebc41c", "version": 1, "description": null }, "function": "diagnose", "functionCanon": { "name": "Diagnose", "slug": "diagnose", "status": "active", "canonId": "019de52d-1657-7223-acc5-7437d878c850", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 88, "componentCount": 18, "textChars": 1868, "nDataPoints": 0, "notes": "The slide uses a split-screen layout to contrast positive and negative aspects of a technology trend.", "elementsJson": [ "headline_text", "bullet_list", "icon_grid", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:58.107+00", "seconds": 29.336, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/56", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-56", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.14, "w": 0.16, "x": 0.305, "y": 0.17 }, "kind": "image", "text": null, "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Illustration", "slug": "illustration", "status": "active", "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615", "version": 1, "description": null }, "framework": null }, "subkind": "illustration", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:58.107+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6028d838-1037-46ac-b9ce-90378c974936", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.45, "x": 0.04, "y": 0.34 }, "kind": "list", "text": "More efficient product prototyping and test simulations through the creation of digital twins to enable virtual walk-throughs of physical environments or new physical products", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:58.107+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0f83348c-21f7-4492-9600-be702e88cefe", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.45, "x": 0.53, "y": 0.81 }, "kind": "list", "text": "Concern about user's ability to control what data are collected and how data are processed or shared with third parties (eg, to what extent will users be surveilled?)", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:58.107+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2c69e43e-beca-4ff3-a6ad-6336ea9146f5", "parentComponentId": null }, { "bbox": { "h": 0.06, "w": 0.45, "x": 0.53, "y": 0.45 }, "kind": "list", "text": "Cost reductions required to make many more applications commercially viable and scalable", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:58.107+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "3079f838-4674-4b38-bd46-6b5b50400ff7", "parentComponentId": null }, { "bbox": { "h": 0.06, "w": 0.45, "x": 0.04, "y": 0.81 }, "kind": "list", "text": "Cost savings as a result of effective product development, improved processes, and scalable, quality-assured trainings", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:58.107+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "34b9c02d-ff8b-4d07-89a2-6898729d2e72", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.45, "x": 0.53, "y": 0.69 }, "kind": "list", "text": "Exposure to complex security vulnerabilities must be mitigated, as typical AR/VR applications need access to many technologies (eg, smartphones, body sensors, glasses) and may be linked with social-media accounts and external applications", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:58.107+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4d559066-556c-48f8-b4fc-881a37ca042e", "parentComponentId": null }, { "bbox": { "h": 0.06, "w": 0.45, "x": 0.53, "y": 0.53 }, "kind": "list", "text": "Uncertainty on whether consumer applications will target niche customer segments or focus broadly on mass markets", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:58.107+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "70b85e8d-90e5-4d68-a595-19cdeef28d0a", "parentComponentId": null }, { "bbox": { "h": 0.06, "w": 0.45, "x": 0.04, "y": 0.63 }, "kind": "list", "text": "Increased collaboration by facilitating more engaging virtual-team interactions, without the need of being physically present", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:58.107+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "77316929-b9fa-47fa-adf4-4c1a193824c7", "parentComponentId": null }, { "bbox": { "h": 0.06, "w": 0.45, "x": 0.53, "y": 0.61 }, "kind": "list", "text": "End-user devices could take multiple forms, from independent platforms to peripheral accessories for smartphones or a mix of both", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:58.107+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8c94677e-aa7a-49ab-a293-5f707d595dd2", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.45, "x": 0.04, "y": 0.45 }, "kind": "list", "text": "Process improvement through early-warning-detection mechanisms, risk management, improved quality assurance, on-the-job visual guidance, and more", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:58.107+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b6406912-0925-4533-9ad4-74cdf4acb75c", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.45, "x": 0.04, "y": 0.71 }, "kind": "list", "text": "Scalability of trainings by allowing users to develop hands-on skills, especially when simulating unusual situations, all while ensuring consistency in the quality of training provided", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:58.107+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c6adc932-a115-4ab5-b401-d138b724c879", "parentComponentId": null }, { "bbox": { "h": 0.06, "w": 0.45, "x": 0.04, "y": 0.55 }, "kind": "list", "text": "Introduction of new products and services by engaging consumers in new ways and enhancing customer experiences", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:58.107+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "cdb65717-e45b-4cb2-8821-137f01bb0dd8", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.45, "x": 0.53, "y": 0.34 }, "kind": "list", "text": "Pace of hardware improvements to enable miniaturization/weight reduction, ruggedness; sensor advances for increased precision, nausea mitigation, etc", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:58.107+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "fe57905b-4fbd-4eef-bb46-8bc4221f0a65", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.15, "x": 0.04, "y": 0.95 }, "kind": "source-note", "text": "Source: McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:58.107+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8222b8d4-df65-45fd-b46a-1d8ab0e71af9", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.1, "x": 0.04, "y": 0.295 }, "kind": "title", "text": "Benefits", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:58.107+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "3a53f414-67d8-4164-8834-a93679b7f9e2", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.25, "x": 0.53, "y": 0.295 }, "kind": "title", "text": "Risks and uncertainties", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:58.107+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "db306482-d786-436e-989a-bc05325bf3da", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.4, "x": 0.04, "y": 0.06 }, "kind": "title", "text": "What should leaders consider when engaging with the trend?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:58.107+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f04897d0-2203-4e43-b072-684d21bdbc98", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.1, "x": 0.04, "y": 0.18 }, "kind": "title", "text": "Not exhaustive", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Subtitle", "slug": "subtitle", "status": "active", "canonId": "019de52c-fb09-739d-900c-815b0d9ac526", "version": 1, "description": null }, "framework": null }, "subkind": "subtitle", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:58.107+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "85faf782-758a-4d94-a594-7c6764c66410", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "80567b02-eca4-404d-8940-8b05fe393613", "evidence": "list/bullet: Exposure to complex security vulnerabilities must be mitigated, as typical AR/VR applications need access to many technologies (eg, smartphones, body sensors, glasses) and may be linked with social-media acc", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.8, "extraction": { "at": "2026-07-17 03:16:26.862307+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 56, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 57, "type": "analysis", "title": "The slide uses a numbered list format to present distinct thematic challenges.", "function": "frame_problem", "rawType": "industry_trends", "block": null, "metadata": { "slideType": "industry_trends", "slideTypeCanon": { "name": "Industry trends", "slug": "industry_trends", "status": "active", "canonId": "019de52d-0b1d-7705-a0e0-c663199cd1fa", "version": 1, "description": null }, "function": "frame_problem", "functionCanon": { "name": "Frame problem", "slug": "frame_problem", "status": "active", "canonId": "019de52d-13db-753e-ad70-e9b2d0dab398", "version": 1, "description": null }, "density": "balanced", "densityScore": 39, "componentCount": 5, "textChars": 586, "nDataPoints": 0, "notes": "The slide uses a numbered list format to present distinct thematic challenges.", "elementsJson": [ "headline_text", "numbered_list", "paragraph", "other" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:31.58+00", "seconds": 2.718, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/57", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-57", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.3, "w": 0.25, "x": 0.02, "y": 0.65 }, "kind": "image", "text": null, "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Illustration", "slug": "illustration", "status": "active", "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615", "version": 1, "description": null }, "framework": null }, "subkind": "illustration", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:31.58+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "fe6a6302-a18c-4c24-8aaa-011c9d067ce5", "parentComponentId": null }, { "bbox": { "h": 0.85, "w": 0.63, "x": 0.33, "y": 0.07 }, "kind": "list", "text": "1. Ways of working: Will immersive reality shift the new wave of (remote) work? 2. Scalability: Will initial ideas continue to stall at proof of concept—or begin to break through to scale? 3. Enterprise architecture integration: How will consumer-oriented pioneering platforms integrate with enterprise tech architectures? 4. False information: To what extent can immersive reality facilitate the spread of false information? 5. Virtual crimes: How can virtual crimes be mitigated and regulated?", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Numbered list", "slug": "numbered", "status": "active", "canonId": "019de52c-fcc0-7718-a284-a4250c805df2", "version": 1, "description": null }, "framework": null }, "subkind": "numbered", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:31.58+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6ed20081-c276-4f27-856e-a6a7dcc16940", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.1, "x": 0.04, "y": 0.35 }, "kind": "paragraph", "text": "Not exhaustive", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:31.58+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d31d1a2a-98db-4a32-8886-f442f6c7a9d5", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.1, "x": 0.18, "y": 0.95 }, "kind": "source-note", "text": "Source: McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:31.58+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b9d5c187-9023-4105-a155-52e4891cd0d8", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.25, "x": 0.04, "y": 0.07 }, "kind": "title", "text": "What are some topics of debate related to the trend?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:31.58+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c6cb669b-9db9-4f3b-a298-4df61b601636", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "c7605141-8216-4ac4-99e1-c48b6efa6f8e", "evidence": "list/numbered: 1. Ways of working: Will immersive reality shift the new wave of (remote) work? 2. Scalability: Will initial ideas continue to stall at proof of concept—or begin to break through to scale? 3. Enterprise ar", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.8, "extraction": { "at": "2026-07-17 03:16:26.934011+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 57, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 58, "type": "appendix", "function": "appendix", "rawType": "appendix", "block": null, "metadata": { "slideType": "appendix", "slideTypeCanon": { "name": "Appendix", "slug": "appendix", "status": "active", "canonId": "019de52d-0762-71f8-b564-89ab863301cc", "version": 1, "description": null }, "function": "appendix", "functionCanon": { "name": "Appendix", "slug": "appendix", "status": "active", "canonId": "019de52d-138d-750b-83c3-49b4bc7a7a38", "version": 1, "description": null }, "density": "sparse", "densityScore": 15, "componentCount": 3, "textChars": 261, "nDataPoints": 0, "notes": null, "elementsJson": [ "headline_text", "bullet_list" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:31.335+00", "seconds": 2.146, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/58", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-58", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.25, "w": 0.65, "x": 0.045, "y": 0.31 }, "kind": "list", "text": "Augmented and virtual reality: The promise and peril of immersive technologies\nProduct development gets a makeover—with virtual reality\nMeet the metaverse: Creating real value in a virtual world\nValue creation in the metaverse", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:31.335+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "eb8405ea-c9d8-444b-b5e1-edf765cc5b14", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.15, "x": 0.045, "y": 0.25 }, "kind": "paragraph", "text": "Related reading", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:31.335+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1fe50271-4940-422e-a4d1-553b273512a8", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.25, "x": 0.045, "y": 0.075 }, "kind": "title", "text": "Additional resources", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:31.335+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c6b2a423-bc87-4573-8cd7-8930fe1e10b2", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 59, "type": "setup", "function": "front_matter", "rawType": "cover", "block": null, "metadata": { "slideType": "cover", "slideTypeCanon": { "name": "Cover", "slug": "cover", "status": "active", "canonId": "019de52d-05f2-729d-9f93-e0504f0a2410", "version": 1, "description": null }, "function": "front_matter", "functionCanon": { "name": "Front matter", "slug": "front_matter", "status": "active", "canonId": "019de52d-133d-73f0-9e26-201eda96b098", "version": 1, "description": null }, "density": "sparse", "densityScore": 21, "componentCount": 5, "textChars": 150, "nDataPoints": 0, "notes": null, "elementsJson": [ "headline_text", "photo" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:32.497+00", "seconds": 3.288, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/59", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-59", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.08, "w": 0.15, "x": 0.05, "y": 0.05 }, "kind": "image", "text": "McKinsey & Company logo", "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Logo", "slug": "logo", "status": "active", "canonId": "019de52c-fdaf-743d-94c4-d7c6a0e55302", "version": 1, "description": null }, "framework": null }, "subkind": "logo", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:32.497+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8e3cbab9-6066-4501-b312-929442b8903c", "parentComponentId": null }, { "bbox": { "h": 0.45, "w": 0.4, "x": 0.6, "y": 0.5 }, "kind": "image", "text": "Hands holding a tablet displaying data charts", "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Photo", "slug": "photo", "status": "active", "canonId": "019de52c-fd37-757f-b4a8-ca26d4888875", "version": 1, "description": null }, "framework": null }, "subkind": "photo", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:32.497+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1dcc37fa-5111-4881-a546-0dea3ddafe99", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.1, "x": 0.05, "y": 0.7 }, "kind": "paragraph", "text": "August 2022", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:32.497+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b65d7a1b-1cd8-4708-a29a-f0096abb45de", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.45, "x": 0.05, "y": 0.2 }, "kind": "title", "text": "McKinsey Technology Trends Outlook 2022", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:32.497+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d031a6c0-1c67-48e9-9c7e-44ef227ba776", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.4, "x": 0.05, "y": 0.55 }, "kind": "title", "text": "Industrializing machine learning", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Subtitle", "slug": "subtitle", "status": "active", "canonId": "019de52c-fb09-739d-900c-815b0d9ac526", "version": 1, "description": null }, "framework": null }, "subkind": "subtitle", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:32.497+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2a3d1cae-e084-46a2-9432-f5e21a3eb8dd", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Slide recipe: Cover", "slug": "cover-slide", "status": "active", "bestFor": null, "canonId": "019df269-2a08-767d-9128-e7431e6fe8a3", "version": 1, "bodyDocId": "019df269-29e5-7738-b5fa-6892e5dc8e65", "description": "The first ten seconds. Build it deliberately.", "familyLabel": "slide-recipe", "categoryName": "Slide", "categorySlug": "slide" }, "agent": "designer", "layer": "slide", "agents": [ "designer" ], "matchId": "3781524c-6d01-4498-8caf-00cf42dd4792", "evidence": "type: cover", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 21:17:57.148779+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 59, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 60, "type": "analysis", "title": "The slide uses a process flow diagram to illustrate the ML lifecycle from data management to live-model operations.", "function": "present_framework", "rawType": "industry_trends", "block": null, "metadata": { "slideType": "industry_trends", "slideTypeCanon": { "name": "Industry trends", "slug": "industry_trends", "status": "active", "canonId": "019de52d-0b1d-7705-a0e0-c663199cd1fa", "version": 1, "description": null }, "function": "present_framework", "functionCanon": { "name": "Present framework", "slug": "present_framework", "status": "active", "canonId": "019de52d-1403-7667-9100-d2ac6709f750", "version": 1, "description": null }, "density": "dense", "densityScore": 65, "componentCount": 7, "textChars": 1031, "nDataPoints": 0, "notes": "The slide uses a process flow diagram to illustrate the ML lifecycle from data management to live-model operations.", "elementsJson": [ "headline_text", "paragraph", "process_diagram", "callout_box" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:32.562+00", "seconds": 3.234, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/60", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-60", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.5, "w": 0.25, "x": 0.73, "y": 0.35 }, "kind": "callout", "text": "Future progression: ML production for organizations is delivered reliably and at scale, featuring: deployment scaled across networks, modular structure with high reuse, robust monitoring and testing, automation of common processes, low maintenance cost, lower risk, higher ROI", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:32.562+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "86837d65-02ac-4c28-9ad2-f99cb9baeacd", "parentComponentId": null }, { "bbox": null, "kind": "callout", "text": "ML production for organizations is delivered reliably and at scale, featuring: deployment scaled across networks, modular structure with high reuse, robust monitoring and testing, automation of common processes, low maintenance cost, lower risk, higher ROI.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:24+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3ba-7150-b031-216ca884a392", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.65, "x": 0.04, "y": 0.65 }, "kind": "diagram", "text": "Flow from Live data to Model sustained over time through various stages", "attrs": null, "canon": { "kind": { "name": "Diagram", "slug": "diagram", "status": "active", "canonId": "019de52c-f9f0-734a-81de-15382ff28c65", "version": 1, "description": "Schematic or relational diagram." }, "tool": null, "subkind": { "name": "Process flow", "slug": "process", "status": "active", "canonId": "019de52d-039c-718f-ad3a-efe9c4b3c838", "version": 1, "description": null }, "framework": null }, "subkind": "process", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:32.562+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "803240b2-01f7-4099-b977-18141c8cb7dd", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.65, "x": 0.04, "y": 0.44 }, "kind": "diagram", "text": "ML workflow: 1. Data management, 2. Model development, 3. Model deployment, 4. Live-model operations", "attrs": null, "canon": { "kind": { "name": "Diagram", "slug": "diagram", "status": "active", "canonId": "019de52c-f9f0-734a-81de-15382ff28c65", "version": 1, "description": "Schematic or relational diagram." }, "tool": null, "subkind": { "name": "Process flow", "slug": "process", "status": "active", "canonId": "019de52d-039c-718f-ad3a-efe9c4b3c838", "version": 1, "description": null }, "framework": null }, "subkind": "process", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:32.562+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c2712ae0-162d-422d-9406-6ec86aa63366", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.65, "x": 0.04, "y": 0.25 }, "kind": "paragraph", "text": "Machine learning (ML) workflows are the processes that bring AI and ML into production for real-world business use. Solutions industrializing ML provide the software and hardware technologies to scale ML workflows and ease the development and deployment of ML for organizations.", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:32.562+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "3b05b06b-e271-450e-9861-1ba81083f868", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.15, "x": 0.04, "y": 0.95 }, "kind": "source-note", "text": "Source: McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:32.562+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e49a5072-3e45-4c2d-8705-75c986914d67", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.3, "x": 0.04, "y": 0.08 }, "kind": "title", "text": "What is the trend about?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:32.562+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f7239345-3327-4722-8806-01360b2861eb", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Process flow", "slug": "process-flow", "status": "active", "bestFor": null, "canonId": "019dd9e1-4dca-76bc-8135-401836a1c4c0", "version": 1, "bodyDocId": null, "description": "Workflow, steps, sequential diagram.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "454dc21a-4706-4f2f-a4a5-ce3fc3439495", "evidence": "diagram/process: ML workflow: 1. Data management, 2. Model development, 3. Model deployment, 4. Live-model operations", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 21:17:57.215557+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 60, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [ { "matchId": "1bc8df55-3ee9-44c4-a21c-078779424188", "evidence": "The slide depicts the ML lifecycle as a sequential process flow.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 19:18:32.562+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 60, "frameworkName": "process" } ], "arcBeats": [], "loops": [], "locked": true }, { "page": 61, "type": "tension", "title": "The slide uses a classic 'opportunity vs. challenge' split-screen layout.", "function": "frame_problem", "rawType": "problem_statement", "block": null, "metadata": { "slideType": "problem_statement", "slideTypeCanon": { "name": "Problem statement", "slug": "problem_statement", "status": "active", "canonId": "019de52d-0879-768d-bba8-8da8a5a121d4", "version": 1, "description": null }, "function": "frame_problem", "functionCanon": { "name": "Frame problem", "slug": "frame_problem", "status": "active", "canonId": "019de52d-13db-753e-ad70-e9b2d0dab398", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 83, "componentCount": 10, "textChars": 877, "nDataPoints": 4, "notes": "The slide uses a classic 'opportunity vs. challenge' split-screen layout.", "elementsJson": [ "headline_text", "icon_grid", "big_number", "bullet_list" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:33.266+00", "seconds": 3.92, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/61", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-61", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "Solutions for industrializing ML address the technical challenges that prevent organizations from unlocking the full potential of AI and ML.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:25+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3ba-7150-b031-9aa04e228075", "parentComponentId": null }, { "bbox": { "h": 0.3, "w": 0.35, "x": 0.62, "y": 0.55 }, "kind": "list", "text": "Difficult transition from pilots to products\nModel failure in production\nStalling team productivity\nLimitations in protection against potential risks from unknown variables", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:33.266+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "44d1d58d-198d-492f-8025-65a96336b831", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.1, "x": 0.62, "y": 0.3 }, "kind": "metric", "text": "72%", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": null, "subkind": { "name": "Big number", "slug": "big-number", "status": "active", "canonId": "019de52c-fc70-70c8-b965-0584548a9204", "version": 1, "description": null }, "framework": null }, "subkind": "big-number", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:33.266+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2488b048-5c04-4487-8868-03dba6a9121c", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.05, "x": 0.45, "y": 0.5 }, "kind": "metric", "text": "5", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": null, "subkind": { "name": "Big number", "slug": "big-number", "status": "active", "canonId": "019de52c-fc70-70c8-b965-0584548a9204", "version": 1, "description": null }, "framework": null }, "subkind": "big-number", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:33.266+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "3656117e-d02a-43c2-bcb5-9c4bb333250b", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.15, "x": 0.45, "y": 0.3 }, "kind": "metric", "text": "$10T–$15T", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": null, "subkind": { "name": "Big number", "slug": "big-number", "status": "active", "canonId": "019de52c-fc70-70c8-b965-0584548a9204", "version": 1, "description": null }, "framework": null }, "subkind": "big-number", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:33.266+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ce722001-327d-4f30-ac6c-2784edc1a06b", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.08, "x": 0.45, "y": 0.7 }, "kind": "metric", "text": "2.5x", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": null, "subkind": { "name": "Big number", "slug": "big-number", "status": "active", "canonId": "019de52c-fc70-70c8-b965-0584548a9204", "version": 1, "description": null }, "framework": null }, "subkind": "big-number", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:33.266+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "fafc3498-11c6-454a-999a-991e3f4c2551", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "adoption failure rate: 72%", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": { "name": "Quantification", "slug": "quantification", "status": "active", "bestFor": null, "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88", "version": 1, "bodyDocId": null, "description": "Translating a claim into numbers, charts, or tables.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:25+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3ba-7150-b031-9f04f625d8df", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.9, "x": 0.04, "y": 0.9 }, "kind": "source-note", "text": "McKinsey survey with >1,000 company executives who launched transformations. Organizations get stalled in the pilot phase or during scaling, or they have limited impact despite scale.\nSource: “Notes from the AI frontier: Applications and value of deep learning,” McKinsey Global Institute, April 17, 2018; S&P Capital IQ (Oct 2020); McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:33.266+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c23fc3e8-c102-4fcb-954a-dd0cf629c9b0", "parentComponentId": null }, { "bbox": { "h": 0.06, "w": 0.9, "x": 0.04, "y": 0.1 }, "kind": "subtitle", "text": "Solutions for industrializing ML address the technical challenges that prevent organizations from unlocking the full potential of AI and ML", "attrs": null, "canon": { "kind": { "name": "Subtitle", "slug": "subtitle", "status": "active", "canonId": "82d821ee-2793-42e7-8f16-c6131385a3ce", "version": 1, "description": "Header-zone supporting text near the title (= ex body.description with bbox)." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:33.266+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "77f1740d-8f64-4d88-81d9-6894c64730a1", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.4, "x": 0.04, "y": 0.05 }, "kind": "title", "text": "Why should leaders pay attention?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:33.266+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f3da4793-89df-4042-ab31-77afeeb9d69f", "parentComponentId": null } ], "metrics": [ { "metricRaw": "adoption failure rate", "numberRaw": "72%", "numberKind": "percent", "actionTitle": "Why should leaders pay attention?", "calloutText": "Solutions for industrializing ML address the technical challenges that prevent organizations from unlocking the full potential of AI and ML.", "numberScale": null, "numberValue": 72, "metricFamily": "share_penetration", "numberCurrency": null } ], "tools": [ { "tool": { "name": "Problem Statement Canvas", "slug": "problem-statement-canvas", "status": "active", "bestFor": null, "canonId": "019dd956-839d-744b-ad11-9bf3e3642a18", "version": 1, "bodyDocId": null, "description": "Structured definition of the problem: What? Who? Where? When? Scale?", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Architect", "layer": "slide", "agents": [ "Architect" ], "matchId": "ca2969c6-8c03-4d47-8c47-bc1677344a2f", "evidence": "list/bullet: Difficult transition from pilots to products", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 03:16:27.040854+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 61, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 62, "type": "resolution", "title": "The slide uses a table-like structure to map specific value levers to quantitative impact metrics.", "function": "quantify_impact", "rawType": "impact_sizing", "block": null, "metadata": { "slideType": "impact_sizing", "slideTypeCanon": { "name": "Impact sizing", "slug": "impact_sizing", "status": "active", "canonId": "019de52d-0d26-773b-aeda-2d1930f5636d", "version": 1, "description": null }, "function": "quantify_impact", "functionCanon": { "name": "Quantify impact", "slug": "quantify_impact", "status": "active", "canonId": "019de52d-1630-720d-b57d-fa7f76bebd8d", "version": 1, "description": null }, "density": "dense", "densityScore": 52, "componentCount": 6, "textChars": 559, "nDataPoints": 4, "notes": "The slide uses a table-like structure to map specific value levers to quantitative impact metrics.", "elementsJson": [ "headline_text", "callout_box", "comparison_table", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:35.056+00", "seconds": 5.703, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/62", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-62", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "Industrializing ML has potential for impact on all industries by reducing hurdles to develop ML in a reliable manner", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:31+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3bb-700a-9d94-071c74f7f20e", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "Impact potential: 60%", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": { "name": "Quantification", "slug": "quantification", "status": "active", "bestFor": null, "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88", "version": 1, "bodyDocId": null, "description": "Translating a claim into numbers, charts, or tables.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:31+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3bb-700a-9d94-0b8dae7d9fb8", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.25, "x": 0.04, "y": 0.37 }, "kind": "paragraph", "text": "Industrializing ML has potential for impact on all industries by reducing hurdles to develop ML in a reliable manner", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:35.056+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a2ba77a4-474a-45a8-b1f0-458ae723dccd", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.5, "x": 0.04, "y": 0.9 }, "kind": "source-note", "text": "1Impact also associated with the applied-AI tech trend. 2Based on observations from ML operations deployment in 5 large-scale analytics transformations supported by McKinsey. Source: Expert input; McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:35.056+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "371f0749-2907-49b8-a497-8450f2c63bf5", "parentComponentId": null }, { "bbox": { "h": 0.65, "w": 0.65, "x": 0.3, "y": 0.22 }, "kind": "table", "text": "Value levers and Impact potential within 1 year", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:35.056+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "08dc3ee2-31d4-4b18-85fb-575730527ada", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.45, "x": 0.04, "y": 0.08 }, "kind": "title", "text": "Why should leaders pay attention? (continued)", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:35.056+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "071a3465-fd0b-431e-b611-69f70c4c6971", "parentComponentId": null } ], "metrics": [ { "metricRaw": "Impact potential", "numberRaw": "60%", "numberKind": "percent", "actionTitle": "Industrializing ML has potential for impact on all industries by reducing hurdles to develop ML in a reliable manner", "calloutText": "Industrializing ML has potential for impact on all industries by reducing hurdles to develop ML in a reliable manner", "numberScale": null, "numberValue": 60, "metricFamily": "cost_savings", "numberCurrency": null } ], "tools": [ { "tool": { "name": "Table data", "slug": "table-data", "status": "active", "bestFor": null, "canonId": "019dd9e1-4fab-7168-a82f-b847350a006d", "version": 1, "bodyDocId": null, "description": "Tabular layouts of structured data.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "a67abc8f-cb96-4b43-9920-9c00bf1852f6", "evidence": "table/data: Value levers and Impact potential within 1 year", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.8, "extraction": { "at": "2026-07-17 03:16:27.112401+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 62, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 63, "type": "setup", "title": "Uses a chevron-based process flow to categorize the comparison points.", "function": "compare_options", "rawType": "comparison_table", "block": null, "metadata": { "slideType": "comparison_table", "slideTypeCanon": { "name": "Comparison table", "slug": "comparison_table", "status": "active", "canonId": "019de52d-0a06-73f8-8813-fe022fab1de2", "version": 1, "description": null }, "function": "compare_options", "functionCanon": { "name": "Compare options", "slug": "compare_options", "status": "active", "canonId": "019de52d-167f-7038-aebc-70a9d2e0e33b", "version": 1, "description": null }, "density": "balanced", "densityScore": 36, "componentCount": 5, "textChars": 481, "nDataPoints": 0, "notes": "Uses a chevron-based process flow to categorize the comparison points.", "elementsJson": [ "headline_text", "comparison_table", "process_diagram" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:32.693+00", "seconds": 3.175, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/63", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-63", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "This emerging tech stack is moving toward simplicity, scalability, and interoperability across the full ML workflow life cycle", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:25+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3ba-7150-b031-d126a1d80c6b", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.2, "x": 0.04, "y": 0.95 }, "kind": "source-note", "text": "Source: Expert input; McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:32.693+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "507a64cc-84e5-49ae-8218-073d1db4a829", "parentComponentId": null }, { "bbox": { "h": 0.65, "w": 0.92, "x": 0.04, "y": 0.23 }, "kind": "table", "text": "Comparison of ML workflow stages: Overall, Data management, Model development, Model deployment, Live-model operations", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:32.693+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5ba5a8f1-76fc-447f-bd72-2173f5548f2d", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.8, "x": 0.04, "y": 0.12 }, "kind": "title", "text": "This emerging tech stack is moving toward simplicity, scalability, and interoperability across the full ML workflow life cycle", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Action title", "slug": "action-title", "status": "active", "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d", "version": 1, "description": null }, "framework": null }, "subkind": "action-title", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:32.693+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8ab9485a-09a2-4fb3-a9d8-4c91edc2c350", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.6, "x": 0.04, "y": 0.03 }, "kind": "title", "text": "Why are the technologies interesting, compared with what already exists?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:32.693+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6b7378d5-e881-4e24-8924-71f991a95c7f", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "93b737c3-2ea1-4810-a12f-8d51ba00bdaa", "evidence": "The slide explicitly structures content as 'From' vs 'To' to highlight the value proposition of the new technology.", "framework": null, "confidence": 1, "extraction": { "at": "2026-05-02 19:18:32.693+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 63, "frameworkName": "before-after-framing" } ], "arcBeats": [], "loops": [], "locked": true }, { "page": 64, "type": "analysis", "title": "The slide uses a process flow diagram to categorize ML technologies.", "function": "present_framework", "rawType": "market_landscape", "block": null, "metadata": { "slideType": "market_landscape", "slideTypeCanon": { "name": "Market landscape", "slug": "market_landscape", "status": "active", "canonId": "019de52d-0b6d-75db-a946-9ac362e3afc2", "version": 1, "description": null }, "function": "present_framework", "functionCanon": { "name": "Present framework", "slug": "present_framework", "status": "active", "canonId": "019de52d-1403-7667-9100-d2ac6709f750", "version": 1, "description": null }, "density": "balanced", "densityScore": 33, "componentCount": 6, "textChars": 246, "nDataPoints": 0, "notes": "The slide uses a process flow diagram to categorize ML technologies.", "elementsJson": [ "headline_text", "subtitle_text", "process_diagram", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:31.93+00", "seconds": 2.388, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/64", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-64", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "Plug-and-play end-to-end platforms", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:24+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3ba-7150-b031-51ec84e66810", "parentComponentId": null }, { "bbox": { "h": 0.18, "w": 0.78, "x": 0.18, "y": 0.24 }, "kind": "framework", "text": "ML workflow process flow", "attrs": null, "canon": { "kind": { "name": "Framework", "slug": "framework", "status": "active", "canonId": "019de52c-fa18-77c6-b10a-ccb8277ac0fa", "version": 1, "description": "Named conceptual framework instance." }, "tool": null, "subkind": { "name": "Framework instance", "slug": "instance", "status": "active", "canonId": "019de52d-05a2-72af-be0b-7edc60708a03", "version": 1, "description": null }, "framework": null }, "subkind": "instance", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:31.93+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "223b0e93-19b6-473f-8fc8-ff598a6fd50b", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.2, "x": 0.04, "y": 0.95 }, "kind": "source-note", "text": "Source: Expert input; McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:31.93+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5a84e2bd-29ad-49af-9fe8-30f14169961e", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.3, "x": 0.04, "y": 0.13 }, "kind": "subtitle", "text": "Software solutions across the ML workflow", "attrs": null, "canon": { "kind": { "name": "Subtitle", "slug": "subtitle", "status": "active", "canonId": "82d821ee-2793-42e7-8f16-c6131385a3ce", "version": 1, "description": "Header-zone supporting text near the title (= ex body.description with bbox)." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:31.93+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "dd89a2c0-4d30-43fd-8d65-a3c0201c048e", "parentComponentId": null }, { "bbox": { "h": 0.45, "w": 0.92, "x": 0.04, "y": 0.38 }, "kind": "table", "text": "Matrix of ML subprocesses and technology solutions across 4 stages", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:31.93+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1c026c2b-beae-47c0-a297-b45729c10f61", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.5, "x": 0.04, "y": 0.08 }, "kind": "title", "text": "What are the most noteworthy technologies?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:31.93+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6f76ef94-7ba7-4d87-833d-280ea8929e53", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "NxN matrix", "slug": "matrix-nxn", "status": "active", "bestFor": null, "canonId": "019de52d-2313-71fa-bb45-a7d1a4aae23a", "version": 1, "bodyDocId": null, "description": null, "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "a81d063d-c963-4c8d-ae59-9d4d574c2e5e", "evidence": "Matrix of ML subprocesses and technology solutions across 4 stages", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 03:16:26.527289+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 64, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [ { "matchId": "2033983e-006d-44b1-a63c-f02b5634c15d", "evidence": "The slide maps the ML workflow as a sequential 4-step process.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 19:18:31.93+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 64, "frameworkName": "process" } ], "arcBeats": [], "loops": [], "locked": true }, { "page": 65, "type": "analysis", "title": "The slide uses a two-column layout to contrast two distinct hardware approaches.", "function": "present_framework", "rawType": "industry_trends", "block": null, "metadata": { "slideType": "industry_trends", "slideTypeCanon": { "name": "Industry trends", "slug": "industry_trends", "status": "active", "canonId": "019de52d-0b1d-7705-a0e0-c663199cd1fa", "version": 1, "description": null }, "function": "present_framework", "functionCanon": { "name": "Present framework", "slug": "present_framework", "status": "active", "canonId": "019de52d-1403-7667-9100-d2ac6709f750", "version": 1, "description": null }, "density": "dense", "densityScore": 64, "componentCount": 8, "textChars": 643, "nDataPoints": 0, "notes": "The slide uses a two-column layout to contrast two distinct hardware approaches.", "elementsJson": [ "headline_text", "subtitle_text", "icon_grid", "paragraph", "footnote" ], "confidence": 0.95, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:32.646+00", "seconds": 3.022, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/65", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-65", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.12, "w": 0.06, "x": 0.44, "y": 0.235 }, "kind": "image", "text": null, "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Icon grid", "slug": "icon-grid", "status": "active", "canonId": "019de52c-fdfe-749d-9990-1db465a3eed4", "version": 1, "description": null }, "framework": null }, "subkind": "icon-grid", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:32.646+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5efb326e-ac3b-4d19-a2d3-1197d36cf6ef", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.06, "x": 0.08, "y": 0.235 }, "kind": "image", "text": null, "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Icon grid", "slug": "icon-grid", "status": "active", "canonId": "019de52c-fdfe-749d-9990-1db465a3eed4", "version": 1, "description": null }, "framework": null }, "subkind": "icon-grid", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:32.646+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "969becb3-b801-4fd3-974c-c5f278e955b8", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.35, "x": 0.04, "y": 0.375 }, "kind": "list", "text": "Integrated hardware: Solutions connecting physical hardware chips and software frameworks", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:32.646+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "13773410-a7e5-43b9-8425-f64baa441de7", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.55, "x": 0.4, "y": 0.375 }, "kind": "list", "text": "Heterogeneous computing: Solutions optimizing computational workloads by allocating different hardware chips based on specific task", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:32.646+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a2b6cfd3-f2a2-41fb-9c8d-ddc871db8611", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.6, "x": 0.04, "y": 0.88 }, "kind": "source-note", "text": "With the end approaching for Moore's law and Dennard's law, where computational growth grows exponentially, new solutions for optimizing computing are being explored. The solutions here are different computer chips that can be leveraged for different tasks.", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:32.646+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "62e8c526-0f42-4c3f-a6f6-f3d40f0f224d", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.2, "x": 0.04, "y": 0.95 }, "kind": "source-note", "text": "Source: Expert input; McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:32.646+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f60ec164-a0c5-4fe5-b5ad-5db2d95566e1", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.4, "x": 0.04, "y": 0.14 }, "kind": "subtitle", "text": "Hardware solutions for software interconnection and workload optimization", "attrs": null, "canon": { "kind": { "name": "Subtitle", "slug": "subtitle", "status": "active", "canonId": "82d821ee-2793-42e7-8f16-c6131385a3ce", "version": 1, "description": "Header-zone supporting text near the title (= ex body.description with bbox)." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:32.646+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "16605773-d0da-472e-82ea-7f2e4154a3bd", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.5, "x": 0.04, "y": 0.08 }, "kind": "title", "text": "What are the most noteworthy technologies? (continued)", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:32.646+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "965290ec-e280-4f06-bdb7-5c4f1478f35a", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 66, "type": "setup", "title": "The slide uses a split-screen layout to contrast positive outcomes (benefits) against negative considerations (risks).", "function": "compare_options", "rawType": "comparison_table", "block": null, "metadata": { "slideType": "comparison_table", "slideTypeCanon": { "name": "Comparison table", "slug": "comparison_table", "status": "active", "canonId": "019de52d-0a06-73f8-8813-fe022fab1de2", "version": 1, "description": null }, "function": "compare_options", "functionCanon": { "name": "Compare options", "slug": "compare_options", "status": "active", "canonId": "019de52d-167f-7038-aebc-70a9d2e0e33b", "version": 1, "description": null }, "density": "balanced", "densityScore": 42, "componentCount": 6, "textChars": 442, "nDataPoints": 0, "notes": "The slide uses a split-screen layout to contrast positive outcomes (benefits) against negative considerations (risks).", "elementsJson": [ "headline_text", "bullet_list", "icon_grid" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:35.488+00", "seconds": 5.827, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/66", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-66", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.4, "w": 0.4, "x": 0.04, "y": 0.42 }, "kind": "list", "text": "Accelerated AI adoption; Improved productivity; Easier collaboration; Scalability and interoperability; Reduced cost; Improved security and privacy.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:35.488+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2cbe7f1e-8b43-4d93-97ff-76d54a8c656c", "parentComponentId": null }, { "bbox": { "h": 0.4, "w": 0.4, "x": 0.54, "y": 0.42 }, "kind": "list", "text": "Upfront investment; Dependency on 3rd-party vendors; Fast-developing market; Increasing regulation and compliance; Increasing need for responsible and trustworthy ML.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:35.488+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c7cc5eb1-2e80-4139-a496-1e19546d4819", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.2, "x": 0.04, "y": 0.95 }, "kind": "source-note", "text": "Source: Expert input; McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:35.488+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "cfd7a575-bbcb-4140-9689-56da8343a76b", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.1, "x": 0.04, "y": 0.36 }, "kind": "title", "text": "Benefits", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:35.488+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8b3b629c-f6fa-429f-aff0-c59dec2e99ec", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.4, "x": 0.04, "y": 0.03 }, "kind": "title", "text": "What should leaders consider when engaging with the trend?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:35.488+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ab3f4cc3-855c-47af-b59f-1bab8a5048b0", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.25, "x": 0.54, "y": 0.36 }, "kind": "title", "text": "Risks and uncertainties", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:35.488+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f86090e2-e1de-411a-b382-728b6137c18d", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "ca8d54f8-ddd1-4bb2-b755-04cc04063b89", "evidence": "The slide explicitly contrasts benefits and risks in a side-by-side layout.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 19:18:35.488+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 66, "frameworkName": "comparison_frame" } ], "arcBeats": [], "loops": [], "locked": true }, { "page": 67, "type": "evidence", "title": "The slide uses a comparative table structure to highlight success stories across different industries.", "function": "illustrate_case", "rawType": "case_study", "block": null, "metadata": { "slideType": "case_study", "slideTypeCanon": { "name": "Case study", "slug": "case_study", "status": "active", "canonId": "019de52d-0b95-7344-8090-926f3b8e92c8", "version": 1, "description": null }, "function": "illustrate_case", "functionCanon": { "name": "Illustrate case", "slug": "illustrate_case", "status": "active", "canonId": "019de52d-13b4-772c-bb73-1873612a7463", "version": 1, "description": null }, "density": "dense", "densityScore": 53, "componentCount": 6, "textChars": 521, "nDataPoints": 18, "notes": "The slide uses a comparative table structure to highlight success stories across different industries.", "elementsJson": [ "comparison_table", "icon_grid" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:33.318+00", "seconds": 2.814, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/67", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-67", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "Solutions for industrializing ML have generated value for organization as part of large-scale analytics transformations.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:25+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3ba-7150-b031-b60a69056d99", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "Time to market: 1 month", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": { "name": "Quantification", "slug": "quantification", "status": "active", "bestFor": null, "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88", "version": 1, "bodyDocId": null, "description": "Translating a claim into numbers, charts, or tables.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:25+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3ba-7150-b031-b813bb796bad", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.35, "x": 0.04, "y": 0.91 }, "kind": "source-note", "text": "¹Diverse solutions used according to the technology type and subprocess. Source: Expert input; McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:33.318+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "73528726-4fdc-417c-a36c-706de68707d3", "parentComponentId": null }, { "bbox": { "h": 0.55, "w": 0.92, "x": 0.04, "y": 0.35 }, "kind": "table", "text": "Comparison table of three companies across Context, Technology used, and Impact achieved.", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:33.318+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "432ca659-c7ba-4475-89cc-21cb07baf6c3", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.6, "x": 0.04, "y": 0.08 }, "kind": "title", "text": "Who has successfully created impact by industrializing ML?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:33.318+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7e952d57-1a2b-4cde-96c1-c27d75288838", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.7, "x": 0.04, "y": 0.13 }, "kind": "title", "text": "Solutions for industrializing ML have generated value for organization as part of large-scale analytics transformations", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Subtitle", "slug": "subtitle", "status": "active", "canonId": "019de52c-fb09-739d-900c-815b0d9ac526", "version": 1, "description": null }, "framework": null }, "subkind": "subtitle", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:33.318+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4b173fd9-33fe-494f-b4ab-c893a11c5a4c", "parentComponentId": null } ], "metrics": [ { "metricRaw": "Time to market", "numberRaw": "1 month", "numberKind": "plain", "actionTitle": "Who has successfully created impact by industrializing ML?", "calloutText": "Solutions for industrializing ML have generated value for organization as part of large-scale analytics transformations.", "numberScale": null, "numberValue": 1, "metricFamily": "other", "numberCurrency": null } ], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 68, "type": "analysis", "function": "summarize", "rawType": "industry_trends", "block": null, "metadata": { "slideType": "industry_trends", "slideTypeCanon": { "name": "Industry trends", "slug": "industry_trends", "status": "active", "canonId": "019de52d-0b1d-7705-a0e0-c663199cd1fa", "version": 1, "description": null }, "function": "summarize", "functionCanon": { "name": "Summarize", "slug": "summarize", "status": "active", "canonId": "019de52d-1541-704f-b86f-bf7b75056373", "version": 1, "description": null }, "density": "balanced", "densityScore": 34, "componentCount": 4, "textChars": 618, "nDataPoints": 0, "notes": null, "elementsJson": [ "headline_text", "paragraph", "comparison_table", "icon_grid" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:32.682+00", "seconds": 1.956, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/68", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-68", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "A diverse set of stakeholders across a range of industries are experiencing implications from the industrialization of ML; impact from this trend is most expected in industries where accelerating production of ML application yields a competitive advantage", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:26+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3ba-7150-b032-075104f87849", "parentComponentId": null }, { "bbox": { "h": 0.06, "w": 0.91, "x": 0.044, "y": 0.205 }, "kind": "paragraph", "text": "A diverse set of stakeholders across a range of industries are experiencing implications from the industrialization of ML; impact from this trend is most expected in industries where accelerating production of ML application yields a competitive advantage", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:32.682+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f82fb510-28d3-4d82-8929-127b24b81996", "parentComponentId": null }, { "bbox": { "h": 0.6, "w": 0.91, "x": 0.044, "y": 0.28 }, "kind": "table", "text": "Industry affected and Examples of impact from tech trend", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:32.682+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "94e28861-758f-450d-b218-2f9896506f5f", "parentComponentId": null }, { "bbox": { "h": 0.035, "w": 0.52, "x": 0.044, "y": 0.085 }, "kind": "title", "text": "What industries could be most affected by the trend?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:32.682+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "972eb2cc-e331-4526-9c82-09cb955635b3", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 69, "type": "setup", "function": "summarize", "rawType": "key_messages", "block": null, "metadata": { "slideType": "key_messages", "slideTypeCanon": { "name": "Key messages", "slug": "key_messages", "status": "active", "canonId": "019de52d-0712-703f-89f5-bda6688faf3f", "version": 1, "description": null }, "function": "summarize", "functionCanon": { "name": "Summarize", "slug": "summarize", "status": "active", "canonId": "019de52d-1541-704f-b86f-bf7b75056373", "version": 1, "description": null }, "density": "sparse", "densityScore": 22, "componentCount": 4, "textChars": 329, "nDataPoints": 0, "notes": null, "elementsJson": [ "headline_text", "numbered_list", "paragraph", "bullet_list", "illustration" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:33.261+00", "seconds": 2.297, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/69", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-69", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.3, "w": 0.3, "x": 0.02, "y": 0.65 }, "kind": "image", "text": "Illustration of people working on a Kanban board with gears in the background.", "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Illustration", "slug": "illustration", "status": "active", "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615", "version": 1, "description": null }, "framework": null }, "subkind": "illustration", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:33.261+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "28e8d581-fe4d-4a91-ac3b-49350b010769", "parentComponentId": null }, { "bbox": { "h": 0.8, "w": 0.65, "x": 0.32, "y": 0.08 }, "kind": "list", "text": "1 Impact of ML industrialization on organizations and technical talent. 2 Selection criteria for solution that industrialize ML. 3 Accountability for AI and ML.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:33.261+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d97fccd7-008f-4c7a-80ab-9290316040a1", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.2, "x": 0.32, "y": 0.96 }, "kind": "source-note", "text": "Source: Expert input; McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:33.261+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0f9c78e9-9446-460a-ae7c-6475711d61cc", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.25, "x": 0.04, "y": 0.08 }, "kind": "title", "text": "What are some topics of debate related to the trend?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:33.261+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "31806d1e-0302-4f6f-a730-7673a346858c", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 70, "type": "appendix", "function": "appendix", "rawType": "appendix", "block": null, "metadata": { "slideType": "appendix", "slideTypeCanon": { "name": "Appendix", "slug": "appendix", "status": "active", "canonId": "019de52d-0762-71f8-b564-89ab863301cc", "version": 1, "description": null }, "function": "appendix", "functionCanon": { "name": "Appendix", "slug": "appendix", "status": "active", "canonId": "019de52d-138d-750b-83c3-49b4bc7a7a38", "version": 1, "description": null }, "density": "balanced", "densityScore": 26, "componentCount": 5, "textChars": 283, "nDataPoints": 0, "notes": null, "elementsJson": [ "headline_text", "bullet_list" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:33.191+00", "seconds": 2.208, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/70", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-70", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.2, "w": 0.55, "x": 0.305, "y": 0.522 }, "kind": "list", "text": "Scaling AI like a tech native: The CEO's role\nOperationalizing machine learning in processes\nTransforming advanced manufacturing through Industry 4.0\nDerisking machine learning and artificial intelligence", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:33.191+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "43d62a2b-83b8-4d1f-b4d0-91c8a70a0215", "parentComponentId": null }, { "bbox": { "h": 0.024, "w": 0.155, "x": 0.305, "y": 0.258 }, "kind": "paragraph", "text": "Knowledge center", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:33.191+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "08bf727a-3827-49a8-9d50-741b55801236", "parentComponentId": null }, { "bbox": { "h": 0.024, "w": 0.265, "x": 0.305, "y": 0.322 }, "kind": "paragraph", "text": "QuantumBlack, AI by McKinsey", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:33.191+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "19c61525-b345-4370-ba06-d3c1095df9f6", "parentComponentId": null }, { "bbox": { "h": 0.024, "w": 0.145, "x": 0.305, "y": 0.458 }, "kind": "paragraph", "text": "Related reading", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:33.191+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "da94bfab-f6cd-4b66-83f8-4878e9bde7fd", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.187, "x": 0.044, "y": 0.414 }, "kind": "title", "text": "Additional resources", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:33.191+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c0b86fa5-03a2-4381-928d-25d7a29cb136", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 71, "type": "setup", "function": "front_matter", "rawType": "cover", "block": null, "metadata": { "slideType": "cover", "slideTypeCanon": { "name": "Cover", "slug": "cover", "status": "active", "canonId": "019de52d-05f2-729d-9f93-e0504f0a2410", "version": 1, "description": null }, "function": "front_matter", "functionCanon": { "name": "Front matter", "slug": "front_matter", "status": "active", "canonId": "019de52d-133d-73f0-9e26-201eda96b098", "version": 1, "description": null }, "density": "sparse", "densityScore": 19, "componentCount": 5, "textChars": 104, "nDataPoints": 0, "notes": null, "elementsJson": [ "photo" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:33.415+00", "seconds": 2.214, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/71", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-71", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 1, "w": 0.5, "x": 0.5, "y": 0 }, "kind": "image", "text": null, "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Illustration", "slug": "illustration", "status": "active", "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615", "version": 1, "description": null }, "framework": null }, "subkind": "illustration", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:33.415+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "793dae6d-eb4c-409b-9b8f-02e9bf5503b9", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.15, "x": 0.05, "y": 0.05 }, "kind": "image", "text": "McKinsey & Company", "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Logo", "slug": "logo", "status": "active", "canonId": "019de52c-fdaf-743d-94c4-d7c6a0e55302", "version": 1, "description": null }, "framework": null }, "subkind": "logo", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:33.415+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8a6f4355-0c39-4f3b-9d8c-42229b7108cd", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.1, "x": 0.05, "y": 0.7 }, "kind": "paragraph", "text": "August 2022", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:33.415+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "62ecc917-71d8-4ad1-992f-36cb5752634c", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.4, "x": 0.05, "y": 0.2 }, "kind": "title", "text": "McKinsey Technology Trends Outlook 2022", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:33.415+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "58a4b900-def5-4391-a990-d6e887a5fe0a", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.3, "x": 0.05, "y": 0.5 }, "kind": "title", "text": "Next-generation software development", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Subtitle", "slug": "subtitle", "status": "active", "canonId": "019de52c-fb09-739d-900c-815b0d9ac526", "version": 1, "description": null }, "framework": null }, "subkind": "subtitle", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:33.415+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c03fc22e-bb43-4c95-96a3-9007e4032c02", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Slide recipe: Cover", "slug": "cover-slide", "status": "active", "bestFor": null, "canonId": "019df269-2a08-767d-9128-e7431e6fe8a3", "version": 1, "bodyDocId": "019df269-29e5-7738-b5fa-6892e5dc8e65", "description": "The first ten seconds. Build it deliberately.", "familyLabel": "slide-recipe", "categoryName": "Slide", "categorySlug": "slide" }, "agent": "designer", "layer": "slide", "agents": [ "designer" ], "matchId": "d7867842-74a3-48f8-87ff-83a7387f8bd0", "evidence": "McKinsey Technology Trends Outlook 2022", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-17 03:16:26.86081+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 71, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 72, "type": "analysis", "title": "The slide uses a matrix-like structure to show which technologies affect which stages of the SDLC.", "function": "present_framework", "rawType": "industry_trends", "block": null, "metadata": { "slideType": "industry_trends", "slideTypeCanon": { "name": "Industry trends", "slug": "industry_trends", "status": "active", "canonId": "019de52d-0b1d-7705-a0e0-c663199cd1fa", "version": 1, "description": null }, "function": "present_framework", "functionCanon": { "name": "Present framework", "slug": "present_framework", "status": "active", "canonId": "019de52d-1403-7667-9100-d2ac6709f750", "version": 1, "description": null }, "density": "dense", "densityScore": 51, "componentCount": 6, "textChars": 716, "nDataPoints": 0, "notes": "The slide uses a matrix-like structure to show which technologies affect which stages of the SDLC.", "elementsJson": [ "headline_text", "paragraph", "process_diagram", "bar_chart_horizontal" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:34.24+00", "seconds": 2.909, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/72", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-72", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "The next generation of software development involves tooling that aids in the development of software applications, improving processes and software quality across each stage of the software development life cycle.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:27+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3ba-7150-b032-4741fb4554d7", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.6, "x": 0.35, "y": 0.26 }, "kind": "diagram", "text": "Planning and analysis > Architecture design > Development and coding > Testing > Deployment and maintenance", "attrs": null, "canon": { "kind": { "name": "Diagram", "slug": "diagram", "status": "active", "canonId": "019de52c-f9f0-734a-81de-15382ff28c65", "version": 1, "description": "Schematic or relational diagram." }, "tool": null, "subkind": { "name": "Process flow", "slug": "process", "status": "active", "canonId": "019de52d-039c-718f-ad3a-efe9c4b3c838", "version": 1, "description": null }, "framework": null }, "subkind": "process", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:34.24+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2e93a094-117c-4c33-b2aa-3b38d2bafab3", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.7, "x": 0.045, "y": 0.18 }, "kind": "paragraph", "text": "The next generation of software development involves tooling that aids in the development of software applications, improving processes and software quality across each stage of the software development life cycle, including AI-enabled development and testing, as well as low-code/no-code tools", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:34.24+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "94760007-8f78-4b5b-a445-3f7e09513108", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.15, "x": 0.045, "y": 0.95 }, "kind": "source-note", "text": "Source: McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:34.24+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "cb9c5a93-309e-4292-a2f8-c7c6d79b2098", "parentComponentId": null }, { "bbox": { "h": 0.5, "w": 0.9, "x": 0.045, "y": 0.38 }, "kind": "table", "text": "Technology or tool kit mapping to life cycle stages", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:34.24+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9ce58c58-be38-4e60-ac0d-efa543934e49", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.35, "x": 0.045, "y": 0.08 }, "kind": "title", "text": "What is this trend about?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:34.24+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "05636fa1-2820-4527-a2c0-730c6c918047", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "2198c164-0916-4044-b6c1-a68e53941e72", "evidence": "The slide explicitly maps tools to 'Planning and analysis', 'Architecture design', 'Development and coding', 'Testing', and 'Deployment and maintenance'.", "framework": null, "confidence": 1, "extraction": { "at": "2026-05-02 19:18:34.24+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 72, "frameworkName": "Software Development Life Cycle (SDLC)" } ], "arcBeats": [], "loops": [], "locked": true }, { "page": 73, "type": "analysis", "title": "The slide uses a two-column layout to categorize trends into market growth and capability augmentation, with a supporting narrative on the right.", "function": "quantify_impact", "rawType": "industry_trends", "block": null, "metadata": { "slideType": "industry_trends", "slideTypeCanon": { "name": "Industry trends", "slug": "industry_trends", "status": "active", "canonId": "019de52d-0b1d-7705-a0e0-c663199cd1fa", "version": 1, "description": null }, "function": "quantify_impact", "functionCanon": { "name": "Quantify impact", "slug": "quantify_impact", "status": "active", "canonId": "019de52d-1630-720d-b57d-fa7f76bebd8d", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 86, "componentCount": 12, "textChars": 864, "nDataPoints": 6, "notes": "The slide uses a two-column layout to categorize trends into market growth and capability augmentation, with a supporting narrative on the right.", "elementsJson": [ "headline_text", "icon_grid", "callout_box" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:34.667+00", "seconds": 3.265, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/73", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-73", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "As repetitive tasks become automated and resource requirements to build digital products decrease, developers will focus on adding new, innovative features", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:27+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3bb-700a-9d93-1ecbf6741f64", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.06, "x": 0.43, "y": 0.48 }, "kind": "metric", "text": "~2x", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": null, "subkind": { "name": "Big number", "slug": "big-number", "status": "active", "canonId": "019de52c-fc70-70c8-b965-0584548a9204", "version": 1, "description": null }, "framework": null }, "subkind": "big-number", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:34.667+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "43ff2096-c91b-4351-9f9f-f1a8dea3a9f9", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.08, "x": 0.56, "y": 0.48 }, "kind": "metric", "text": "~37%", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": null, "subkind": { "name": "Big number", "slug": "big-number", "status": "active", "canonId": "019de52c-fc70-70c8-b965-0584548a9204", "version": 1, "description": null }, "framework": null }, "subkind": "big-number", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:34.667+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "59a83390-7cfd-431f-bddf-2588988f7f20", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.1, "x": 0.3, "y": 0.48 }, "kind": "metric", "text": "Up to ~90%", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": null, "subkind": { "name": "Big number", "slug": "big-number", "status": "active", "canonId": "019de52c-fc70-70c8-b965-0584548a9204", "version": 1, "description": null }, "framework": null }, "subkind": "big-number", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:34.667+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7ace64b6-6572-4a59-89b6-a741698ffc0c", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.08, "x": 0.04, "y": 0.48 }, "kind": "metric", "text": "~70%", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": null, "subkind": { "name": "Big number", "slug": "big-number", "status": "active", "canonId": "019de52c-fc70-70c8-b965-0584548a9204", "version": 1, "description": null }, "framework": null }, "subkind": "big-number", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:34.667+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9c63c202-5533-479a-8b2e-fa046a58e1cb", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.08, "x": 0.17, "y": 0.48 }, "kind": "metric", "text": "~21%", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": null, "subkind": { "name": "Big number", "slug": "big-number", "status": "active", "canonId": "019de52c-fc70-70c8-b965-0584548a9204", "version": 1, "description": null }, "framework": null }, "subkind": "big-number", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:34.667+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a537ed3b-a6be-4c4d-a56f-431eeff9e4cf", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.08, "x": 0.69, "y": 0.48 }, "kind": "metric", "text": "<1 day", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": null, "subkind": { "name": "Big number", "slug": "big-number", "status": "active", "canonId": "019de52c-fc70-70c8-b965-0584548a9204", "version": 1, "description": null }, "framework": null }, "subkind": "big-number", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:34.667+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c1d2b5eb-adaa-4741-946e-ed2a37fc2b00", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "Market growth: ~21%", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": { "name": "Quantification", "slug": "quantification", "status": "active", "bestFor": null, "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88", "version": 1, "bodyDocId": null, "description": "Translating a claim into numbers, charts, or tables.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:27+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3bb-700a-9d93-223b6d69728e", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.15, "x": 0.82, "y": 0.26 }, "kind": "paragraph", "text": "As repetitive tasks become automated and resource requirements to build digital products decrease, developers will focus on adding new, innovative features", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:34.667+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9f2909da-23ee-4edb-b6ec-b64e980f7548", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.75, "x": 0.04, "y": 0.94 }, "kind": "source-note", "text": "Source: Gartner; “Software development AI market overview,” IndustryARC; Intelligent process automation and the emergence of digital automation platforms, Red Hat, February 2018; A maturing DevSecOps landscape, GitLab, May 4, 2021; Forrester Analytics Business Technographics Developer Survey, 2020; Infrastructure as code security insights, Snyk, 2021", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:34.667+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "907b7579-b160-49ad-a06e-536b632980d8", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.85, "x": 0.04, "y": 0.14 }, "kind": "title", "text": "Developers will focus more on the capabilities their applications would enable than on the details of building the apps", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Action title", "slug": "action-title", "status": "active", "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d", "version": 1, "description": null }, "framework": null }, "subkind": "action-title", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:34.667+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "26531be5-4238-4393-ac30-da2ab60d671f", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.45, "x": 0.04, "y": 0.08 }, "kind": "title", "text": "Why should leaders pay attention?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:34.667+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "046ecc9d-8c37-4cd8-9bb2-2be772d50f81", "parentComponentId": null } ], "metrics": [ { "metricRaw": "Market growth", "numberRaw": "~21%", "numberKind": "percent", "actionTitle": "Why should leaders pay attention?", "calloutText": "As repetitive tasks become automated and resource requirements to build digital products decrease, developers will focus on adding new, innovative features", "numberScale": null, "numberValue": 21, "metricFamily": "growth_rate", "numberCurrency": null } ], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 74, "type": "setup", "title": "Uses a split-screen layout to contrast 'before' (left) and 'after' (right) states.", "function": "compare_options", "rawType": "comparison_table", "block": null, "metadata": { "slideType": "comparison_table", "slideTypeCanon": { "name": "Comparison table", "slug": "comparison_table", "status": "active", "canonId": "019de52d-0a06-73f8-8813-fe022fab1de2", "version": 1, "description": null }, "function": "compare_options", "functionCanon": { "name": "Compare options", "slug": "compare_options", "status": "active", "canonId": "019de52d-167f-7038-aebc-70a9d2e0e33b", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 88, "componentCount": 14, "textChars": 1737, "nDataPoints": 0, "notes": "Uses a split-screen layout to contrast 'before' (left) and 'after' (right) states.", "elementsJson": [ "headline_text", "bullet_list", "photo" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:41.432+00", "seconds": 9.824, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/74", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-74", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "Greater participation of 'citizen developers' (business users who have insignificant technical experience but are able to build business applications without involving technical teams) facilitates quick development of solutions more aligned to business needs", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:29+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3bb-700a-9d93-bf12969f13f6", "parentComponentId": null }, { "bbox": { "h": 0.3, "w": 0.36, "x": 0.32, "y": 0.35 }, "kind": "image", "text": "Illustration of a human shaking hands with a robot", "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Illustration", "slug": "illustration", "status": "active", "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615", "version": 1, "description": null }, "framework": null }, "subkind": "illustration", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:41.432+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1262cfdf-99c5-4dbb-8781-036097e02e15", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.3, "x": 0.04, "y": 0.8 }, "kind": "list", "text": "Development cycles are slow because teams experience interruptions, code has more defects, and time is spent on manual tasks", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:41.432+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "26a412f2-35d7-43a4-a810-a6b5026c8620", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.3, "x": 0.04, "y": 0.65 }, "kind": "list", "text": "Developers working together to write code as 'pair programmers' on the same workstation expend a high number of person-hours to build the program", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:41.432+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6fd99a77-e5fe-41f1-bfd9-ca4e022b88bb", "parentComponentId": null }, { "bbox": { "h": 0.06, "w": 0.3, "x": 0.66, "y": 0.8 }, "kind": "list", "text": "Fully automated CI/CD pipelines enable lower disruption, higher code quality, and drastically shorter development cycles", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:41.432+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7579470d-3850-4376-ab2a-20cc8024689b", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.3, "x": 0.04, "y": 0.48 }, "kind": "list", "text": "Manual infrastructure configuration and monitoring involve high mean time to restore (MTTR), security risks, and task repetition, leading to inefficient resource utilization", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:41.432+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7a0813c5-300b-4cd9-bae4-f364528901d2", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.3, "x": 0.04, "y": 0.28 }, "kind": "list", "text": "Reliance on dedicated developers to participate in every step of the development cycle, from planning to maintenance, contributes to higher costs and talent gaps", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:41.432+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "96e1c135-0c1c-4ff0-a79f-344857448ad0", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.3, "x": 0.66, "y": 0.48 }, "kind": "list", "text": "Automated configuration and monitoring through infrastructure-as-code reduces downtime and increases overall productivity and security", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:41.432+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b20f0ef4-018b-4d41-9370-f864ea8e77aa", "parentComponentId": null }, { "bbox": { "h": 0.06, "w": 0.3, "x": 0.66, "y": 0.65 }, "kind": "list", "text": "AI-based pair programmers are making solo developers more efficient and improving quality of code", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:41.432+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "bd595182-0180-4a2d-8500-0cabf839fa7f", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.3, "x": 0.66, "y": 0.28 }, "kind": "list", "text": "Greater participation of 'citizen developers' (business users who have insignificant technical experience but are able to build business applications without involving technical teams) facilitates quick development of solutions more aligned to business needs", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:41.432+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ed077a48-1801-418d-b7a3-caaccf4938db", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.1, "x": 0.04, "y": 0.95 }, "kind": "source-note", "text": "Source: McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:41.432+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2a8d6966-e904-4f64-9a39-07f313925ab3", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.4, "x": 0.04, "y": 0.04 }, "kind": "title", "text": "Why are the technologies interesting, compared with what already exists?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:41.432+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "769801f6-c297-42a2-828d-3a60d53cb7b0", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.3, "x": 0.66, "y": 0.2 }, "kind": "title", "text": "... to automated, simplified, and faster development techniques", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Subtitle", "slug": "subtitle", "status": "active", "canonId": "019de52c-fb09-739d-900c-815b0d9ac526", "version": 1, "description": null }, "framework": null }, "subkind": "subtitle", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:41.432+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "29036a3b-9f97-4ce2-a1dd-06437ec7a5dc", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.3, "x": 0.04, "y": 0.2 }, "kind": "title", "text": "From manual, time-intensive work flows and techniques ...", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Subtitle", "slug": "subtitle", "status": "active", "canonId": "019de52c-fb09-739d-900c-815b0d9ac526", "version": 1, "description": null }, "framework": null }, "subkind": "subtitle", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:41.432+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "863d6ba6-b8f5-4493-b30b-d01ec5f57eaf", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Before-After-Bridge", "slug": "before-after-bridge", "status": "active", "bestFor": null, "canonId": "019dd956-8604-7188-883f-42370288ad05", "version": 1, "bodyDocId": null, "description": "Narrative structure: Paint the before, show the after, explain the bridge", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "327e221b-be42-429b-96bf-4df4527cb0d1", "evidence": "From manual, time-intensive workflows and techniques ... to automated, simplified, and faster development techniques", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.6, "extraction": { "at": "2026-07-16 21:17:58.123812+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 74, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Comparison frame", "slug": "comparison-frame", "status": "active", "bestFor": null, "canonId": "019dd9e1-484b-7399-a4fc-d14644b99f93", "version": 1, "bodyDocId": null, "description": "Two or more states/subjects placed side by side to expose a gap.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "40e5e299-4296-4e55-9e02-12c19bd227da", "evidence": "Comparison of manual and automated development techniques", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 21:17:58.090734+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 74, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [ { "matchId": "b4af7e7a-a35e-42c5-9982-51aed1ad53a5", "evidence": "The slide explicitly contrasts 'manual, time-intensive' (before) with 'automated, simplified' (after) techniques.", "framework": null, "confidence": 1, "extraction": { "at": "2026-05-02 19:18:41.432+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 74, "frameworkName": "before-after-framing" } ], "arcBeats": [], "loops": [], "locked": true }, { "page": 75, "type": "analysis", "title": "The slide uses a process-oriented layout to map technologies to the SDLC.", "function": "present_framework", "rawType": "industry_trends", "block": null, "metadata": { "slideType": "industry_trends", "slideTypeCanon": { "name": "Industry trends", "slug": "industry_trends", "status": "active", "canonId": "019de52d-0b1d-7705-a0e0-c663199cd1fa", "version": 1, "description": null }, "function": "present_framework", "functionCanon": { "name": "Present framework", "slug": "present_framework", "status": "active", "canonId": "019de52d-1403-7667-9100-d2ac6709f750", "version": 1, "description": null }, "density": "dense", "densityScore": 65, "componentCount": 7, "textChars": 784, "nDataPoints": 1, "notes": "The slide uses a process-oriented layout to map technologies to the SDLC.", "elementsJson": [ "headline_text", "process_diagram", "bullet_list", "icon_grid" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:38.029+00", "seconds": 6.416, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/75", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-75", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "Across the entire software development life cycle, technologies are already improving developer velocity", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:27+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3ba-7150-b032-2cd961f97c27", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.92, "x": 0.04, "y": 0.23 }, "kind": "framework", "text": "1. Planning and analysis, 2. Architecture design, 3. Development and coding, 4. Testing, 5. Deployment and maintenance", "attrs": null, "canon": { "kind": { "name": "Framework", "slug": "framework", "status": "active", "canonId": "019de52c-fa18-77c6-b10a-ccb8277ac0fa", "version": 1, "description": "Named conceptual framework instance." }, "tool": null, "subkind": { "name": "Framework instance", "slug": "instance", "status": "active", "canonId": "019de52d-05a2-72af-be0b-7edc60708a03", "version": 1, "description": null }, "framework": null }, "subkind": "instance", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:38.029+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e67f10c5-f2d7-41ba-96c5-b2ea0f361a24", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.92, "x": 0.04, "y": 0.31 }, "kind": "list", "text": "Infrastructure-as-code, AI pair programmer, Microservices and APIs, AI-based testing, Automated code review", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:38.029+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2921aa7d-51e8-4a38-baa7-6e4a30b7c551", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.75, "x": 0.14, "y": 0.76 }, "kind": "paragraph", "text": "Low-code/no-code platforms: Standardized tools and processes that scale tech innovation via reuse of components; Acceleration application development through plug-and-play software components; Stronger business alignment; Automated deployment; Augmented monitoring.", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:38.029+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "99ed01e5-400e-4e76-b522-3a4380f74bc5", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.2, "x": 0.04, "y": 0.95 }, "kind": "source-note", "text": "Source: Expert interviews; McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:38.029+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "429bb3b5-b350-449f-a91e-ca4484c00305", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.75, "x": 0.04, "y": 0.13 }, "kind": "title", "text": "Across the entire software development life cycle, technologies are already improving developer velocity", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Action title", "slug": "action-title", "status": "active", "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d", "version": 1, "description": null }, "framework": null }, "subkind": "action-title", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:38.029+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "763701b3-fb9a-4320-9f67-3254165f4d2a", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.45, "x": 0.04, "y": 0.08 }, "kind": "title", "text": "What are the most noteworthy technologies?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:38.029+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "3c976b80-3516-4cd6-bf3c-67076fb86ce7", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "2x2 matrix", "slug": "matrix-2x2", "status": "active", "bestFor": null, "canonId": "019dd9e1-50ab-72d1-8afb-3ab0a38e32a8", "version": 1, "bodyDocId": null, "description": "BCG matrix, importance/urgency, any axes-and-quadrants frame.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "fba3dd27-47e7-4868-9544-36c39a06fff0", "evidence": "Framework/instance: 1. Planning and analysis, 2. Architecture design, 3. Development and coding, 4. Testing, 5. Deployment and maintenance", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.5, "extraction": { "at": "2026-07-16 21:17:58.193798+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 75, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [ { "matchId": "01b0d0ff-1a20-4a7c-8b8a-78bfe581213a", "evidence": "The slide maps technologies across the sequential stages of the software development life cycle.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 19:18:38.029+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 75, "frameworkName": "value-chain" } ], "arcBeats": [], "loops": [], "locked": true }, { "page": 76, "type": "analysis", "title": "The slide uses a table-like structure to map industries to examples and common qualities.", "function": "analyze_data", "rawType": "industry_trends", "block": null, "metadata": { "slideType": "industry_trends", "slideTypeCanon": { "name": "Industry trends", "slug": "industry_trends", "status": "active", "canonId": "019de52d-0b1d-7705-a0e0-c663199cd1fa", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "balanced", "densityScore": 38, "componentCount": 5, "textChars": 561, "nDataPoints": 0, "notes": "The slide uses a table-like structure to map industries to examples and common qualities.", "elementsJson": [ "headline_text", "paragraph", "comparison_table", "icon_grid" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:34.073+00", "seconds": 2.149, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/76", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-76", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "Many industries are already reaping the benefits of low-code/no-code platforms, given their common qualities and requirements.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:27+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3ba-7150-b032-5f2249a59d13", "parentComponentId": null }, { "bbox": { "h": 0.3, "w": 0.25, "x": 0.04, "y": 0.35 }, "kind": "paragraph", "text": "Beyond the information technology and electronics industry, these technologies will have an impact on software development across all industries by reducing digitization challenges. Many industries are already reaping the benefits of low-code/no-code platforms, given their common qualities and requirements", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:34.073+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b677db29-1e2c-4612-b152-3840d7c572c2", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.2, "x": 0.04, "y": 0.95 }, "kind": "source-note", "text": "Source: Expert interviews; McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:34.073+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "358b861a-c9fe-41f3-b6f8-899e4c0ea04d", "parentComponentId": null }, { "bbox": { "h": 0.7, "w": 0.65, "x": 0.3, "y": 0.18 }, "kind": "table", "text": "Industry, Examples, Common industry qualities", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:34.073+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4de52712-8f4b-4d3d-9ec0-f6bd1b61a0ff", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.25, "x": 0.04, "y": 0.2 }, "kind": "title", "text": "What industries could be most affected?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:34.073+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e92ef3f7-b978-4c0c-883b-224c55ab03cb", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 77, "type": "evidence", "title": "The slide uses a table format to map SDLC stages to specific technologies and corporate case studies.", "function": "illustrate_case", "rawType": "case_study", "block": null, "metadata": { "slideType": "case_study", "slideTypeCanon": { "name": "Case study", "slug": "case_study", "status": "active", "canonId": "019de52d-0b95-7344-8090-926f3b8e92c8", "version": 1, "description": null }, "function": "illustrate_case", "functionCanon": { "name": "Illustrate case", "slug": "illustrate_case", "status": "active", "canonId": "019de52d-13b4-772c-bb73-1873612a7463", "version": 1, "description": null }, "density": "dense", "densityScore": 53, "componentCount": 5, "textChars": 984, "nDataPoints": 2, "notes": "The slide uses a table format to map SDLC stages to specific technologies and corporate case studies.", "elementsJson": [ "headline_text", "comparison_table", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:35.18+00", "seconds": 3.251, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/77", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-77", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "Leading players across industries have already leveraged advanced DevOps tools to optimize their SDLC.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:27+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3bb-700a-9d93-4aef5a778b6e", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.2, "x": 0.04, "y": 0.95 }, "kind": "source-note", "text": "Source: Company websites; expert interviews", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:35.18+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7648cfa8-3f03-4b79-92cd-016d936c61e1", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.7, "x": 0.04, "y": 0.13 }, "kind": "subtitle", "text": "Leading players across industries have already leveraged advanced DevOps tools to optimize their SDLC", "attrs": null, "canon": { "kind": { "name": "Subtitle", "slug": "subtitle", "status": "active", "canonId": "82d821ee-2793-42e7-8f16-c6131385a3ce", "version": 1, "description": "Header-zone supporting text near the title (= ex body.description with bbox)." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:35.18+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "dc78f360-e8fd-4a04-aa80-0de27daca289", "parentComponentId": null }, { "bbox": { "h": 0.55, "w": 0.92, "x": 0.04, "y": 0.22 }, "kind": "table", "text": "Stage of SDLC | Technology | Example\nArchitecture design | Infrastructure-as-code | Decathlon used infrastructure-as-code to automate infrastructure deployment, reducing deployment time from weeks to 30 minutes\nDevelopment and coding | Automated CI/CD | Capital One leverages microservices and automated CI/CD to increase delivery speed\nTesting | AI-based test automation | Goldman Sachs uses the AI-based tool Diffblue Cover to generate unit tests for legacy software, leading to a 180x increase in the speed of writing tests\nDeployment and maintenance | AI-based code reviews | Atlassian uses AI-based tools by Amazon Web Services to improve code performance", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:35.18+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1395aa34-b55c-4953-b50a-203bf1dc7f4b", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.75, "x": 0.04, "y": 0.03 }, "kind": "title", "text": "Who has successfully created impact with next-generation software development?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:35.18+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5e4d0e36-c4f7-4163-93c3-008eb4c0b08f", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 78, "type": "analysis", "title": "The slide uses a structured grid to map specific risks/uncertainties to six distinct technology domains.", "function": "diagnose", "rawType": "diagnosis", "block": null, "metadata": { "slideType": "diagnosis", "slideTypeCanon": { "name": "Diagnosis", "slug": "diagnosis", "status": "active", "canonId": "019de52d-0cd7-7212-898f-0464041ff8d8", "version": 1, "description": null }, "function": "diagnose", "functionCanon": { "name": "Diagnose", "slug": "diagnose", "status": "active", "canonId": "019de52d-1657-7223-acc5-7437d878c850", "version": 1, "description": null }, "density": "dense", "densityScore": 72, "componentCount": 9, "textChars": 746, "nDataPoints": 0, "notes": "The slide uses a structured grid to map specific risks/uncertainties to six distinct technology domains.", "elementsJson": [ "headline_text", "icon_grid", "paragraph" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:35.137+00", "seconds": 2.873, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/78", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-78", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "Companies over-rely on automated testing/reviews when this tech scales; humans do not consistently check for errors in test and review outcomes.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:27+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3bb-700a-9d93-7a443d691708", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.2, "x": 0.05, "y": 0.95 }, "kind": "disclaimer", "text": "Source: Expert interviews; McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Disclaimer", "slug": "disclaimer", "status": "active", "canonId": "91173477-d91f-4024-bbaf-d4f93e3f82dc", "version": 1, "description": "Legal/cautionary text that occupies most of the body of its slide." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:35.137+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ebc954d9-8324-4662-8249-b7f02f37f5d1", "parentComponentId": null }, { "bbox": { "h": 0.5, "w": 0.14, "x": 0.85, "y": 0.35 }, "kind": "list", "text": "Automated code review: Inability to identify all defects and inefficiencies.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:35.137+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2623f18a-0dc2-4104-a905-4064661fdb97", "parentComponentId": null }, { "bbox": { "h": 0.5, "w": 0.14, "x": 0.21, "y": 0.35 }, "kind": "list", "text": "Infrastructure-as-code: Monitoring/version control requirements, fragmented vendor risks.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:35.137+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8109d73e-b1d0-4ae0-b38e-897b5b417232", "parentComponentId": null }, { "bbox": { "h": 0.5, "w": 0.14, "x": 0.37, "y": 0.35 }, "kind": "list", "text": "AI 'pair programmer': Unusable/inefficient code, security vulnerabilities, steering risks.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:35.137+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "81fc3cf7-4a29-4947-b349-031264069220", "parentComponentId": null }, { "bbox": { "h": 0.5, "w": 0.14, "x": 0.05, "y": 0.35 }, "kind": "list", "text": "Low-code/no-code platforms: Modest customization, difficult monitoring/debugging.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:35.137+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a1fab98a-8793-4806-8007-016da54db142", "parentComponentId": null }, { "bbox": { "h": 0.5, "w": 0.14, "x": 0.69, "y": 0.35 }, "kind": "list", "text": "AI-based testing: Specialized tools, over-reliance risks, lack of human oversight.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:35.137+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c599396a-22fa-4dec-8b6d-1dbd438b4509", "parentComponentId": null }, { "bbox": { "h": 0.5, "w": 0.14, "x": 0.53, "y": 0.35 }, "kind": "list", "text": "Microservices and APIs: Customization difficulty, security attack layers.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:35.137+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e95d165c-1079-4453-b815-962b66126e20", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.9, "x": 0.05, "y": 0.08 }, "kind": "title", "text": "What uncertainties must be resolved for the trend to achieve scale?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:35.137+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "eee7bbc9-1e95-43c7-8701-2ff8b563e878", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Issue Tree", "slug": "issue-tree", "status": "active", "bestFor": null, "canonId": "019dd956-82e3-775d-a2b6-318154564b53", "version": 1, "bodyDocId": null, "description": "Breaking down a problem into component parts systematically", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Architect", "layer": "slide", "agents": [ "Architect" ], "matchId": "5df0f475-401b-4266-9d7f-ae4b2c7ac520", "evidence": "List/bullet points for uncertainties and risks", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.6, "extraction": { "at": "2026-07-16 21:17:58.326643+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 78, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 79, "type": "setup", "title": "The slide uses a numbered list format to present four distinct questions and their associated context.", "function": "frame_problem", "rawType": "key_messages", "block": null, "metadata": { "slideType": "key_messages", "slideTypeCanon": { "name": "Key messages", "slug": "key_messages", "status": "active", "canonId": "019de52d-0712-703f-89f5-bda6688faf3f", "version": 1, "description": null }, "function": "frame_problem", "functionCanon": { "name": "Frame problem", "slug": "frame_problem", "status": "active", "canonId": "019de52d-13db-753e-ad70-e9b2d0dab398", "version": 1, "description": null }, "density": "balanced", "densityScore": 29, "componentCount": 4, "textChars": 485, "nDataPoints": 0, "notes": "The slide uses a numbered list format to present four distinct questions and their associated context.", "elementsJson": [ "headline_text", "numbered_list", "paragraph", "infographic" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:37.507+00", "seconds": 5.096, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/79", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-79", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.4, "w": 0.32, "x": 0.05, "y": 0.5 }, "kind": "image", "text": null, "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Illustration", "slug": "illustration", "status": "active", "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615", "version": 1, "description": null }, "framework": null }, "subkind": "illustration", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:37.507+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "55010096-6248-4703-b821-3395a6a26fd0", "parentComponentId": null }, { "bbox": { "h": 0.85, "w": 0.55, "x": 0.43, "y": 0.05 }, "kind": "list", "text": "1. To what extent can no-code tech reduce the need for traditional software developers? 2. From a cultural standpoint, will teams—both developers and non-developers—embrace or resist next-generation technologies? 3. What intellectual-property issues might affect code written by an AI application? 4. To what extent will business units take responsibility for the 'health' of applications?", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Numbered list", "slug": "numbered", "status": "active", "canonId": "019de52c-fcc0-7718-a284-a4250c805df2", "version": 1, "description": null }, "framework": null }, "subkind": "numbered", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:37.507+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6e74dd26-7b7e-4b46-8f2c-56b6a58fad6a", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.3, "x": 0.135, "y": 0.955 }, "kind": "source-note", "text": "Source: Expert interviews; McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:37.507+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "19167b1f-060d-48c2-bd88-32912643dcab", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.35, "x": 0.04, "y": 0.175 }, "kind": "title", "text": "What are some topics of debate related to the trend?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:37.507+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7e7f4b20-d9b0-450c-ae45-6ac4a593f751", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "88b3d8ab-6224-42a7-af40-42198257738b", "evidence": "List/numbered points for topics of debate", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 21:17:58.392949+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 79, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 80, "type": "appendix", "function": "appendix", "rawType": "appendix", "block": null, "metadata": { "slideType": "appendix", "slideTypeCanon": { "name": "Appendix", "slug": "appendix", "status": "active", "canonId": "019de52d-0762-71f8-b564-89ab863301cc", "version": 1, "description": null }, "function": "appendix", "functionCanon": { "name": "Appendix", "slug": "appendix", "status": "active", "canonId": "019de52d-138d-750b-83c3-49b4bc7a7a38", "version": 1, "description": null }, "density": "sparse", "densityScore": 15, "componentCount": 3, "textChars": 267, "nDataPoints": 0, "notes": null, "elementsJson": [ "headline_text", "bullet_list" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:34.991+00", "seconds": 2.575, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/80", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-80", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.15, "w": 0.75, "x": 0.045, "y": 0.31 }, "kind": "list", "text": "Developer Velocity: How software excellence fuels business performance\nSecurity as code: The best (and maybe only) path to securing cloud applications and systems\nDeveloper Velocity at work: Key lessons from industry digital leaders", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:34.991+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "fb374385-2d4c-42a3-856c-c274e60a22be", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.15, "x": 0.045, "y": 0.25 }, "kind": "paragraph", "text": "Related reading", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:34.991+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a79f17fc-76c8-4476-9999-7b182f2d486e", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.32, "x": 0.045, "y": 0.08 }, "kind": "title", "text": "Additional resources", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:34.991+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4b5dd85a-53ec-4ce3-907b-f8018aa9cff3", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 81, "type": "setup", "function": "front_matter", "rawType": "cover", "block": null, "metadata": { "slideType": "cover", "slideTypeCanon": { "name": "Cover", "slug": "cover", "status": "active", "canonId": "019de52d-05f2-729d-9f93-e0504f0a2410", "version": 1, "description": null }, "function": "front_matter", "functionCanon": { "name": "Front matter", "slug": "front_matter", "status": "active", "canonId": "019de52d-133d-73f0-9e26-201eda96b098", "version": 1, "description": null }, "density": "sparse", "densityScore": 19, "componentCount": 5, "textChars": 88, "nDataPoints": 0, "notes": null, "elementsJson": [ "photo" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:38.381+00", "seconds": 5.916, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/81", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-81", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.08, "w": 0.2, "x": 0.04, "y": 0.06 }, "kind": "image", "text": "McKinsey & Company", "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Logo", "slug": "logo", "status": "active", "canonId": "019de52c-fdaf-743d-94c4-d7c6a0e55302", "version": 1, "description": null }, "framework": null }, "subkind": "logo", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:38.381+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "760d61f8-2e0e-4d51-864e-333d9d18c051", "parentComponentId": null }, { "bbox": { "h": 0.8, "w": 0.4, "x": 0.6, "y": 0.2 }, "kind": "image", "text": null, "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Photo", "slug": "photo", "status": "active", "canonId": "019de52c-fd37-757f-b4a8-ca26d4888875", "version": 1, "description": null }, "framework": null }, "subkind": "photo", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:38.381+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "561e78ce-aa5b-4e77-b313-8070fbca941f", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.1, "x": 0.04, "y": 0.7 }, "kind": "paragraph", "text": "August 2022", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:38.381+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "eb234bf5-f3f0-46f9-9a77-8b205701ef74", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.45, "x": 0.04, "y": 0.225 }, "kind": "title", "text": "McKinsey Technology Trends Outlook 2022", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:38.381+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "368363ea-6ccb-409a-88b6-45b7d61345d4", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.3, "x": 0.04, "y": 0.55 }, "kind": "title", "text": "Quantum technologies", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Subtitle", "slug": "subtitle", "status": "active", "canonId": "019de52c-fb09-739d-900c-815b0d9ac526", "version": 1, "description": null }, "framework": null }, "subkind": "subtitle", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:38.381+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "538c6370-eda6-499c-a994-a993aad2b08c", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Slide recipe: Cover", "slug": "cover-slide", "status": "active", "bestFor": null, "canonId": "019df269-2a08-767d-9128-e7431e6fe8a3", "version": 1, "bodyDocId": "019df269-29e5-7738-b5fa-6892e5dc8e65", "description": "The first ten seconds. Build it deliberately.", "familyLabel": "slide-recipe", "categoryName": "Slide", "categorySlug": "slide" }, "agent": "designer", "layer": "slide", "agents": [ "designer" ], "matchId": "236e476c-b227-4152-9ff6-0175b3a84aae", "evidence": "McKinsey Technology Trends Outlook 2022: Quantum technologies", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 21:17:58.492532+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 81, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 82, "type": "analysis", "title": "The slide uses a split-layout to distinguish between legacy quantum applications and future-looking quantum infrastructure.", "function": "establish_context", "rawType": "industry_trends", "block": null, "metadata": { "slideType": "industry_trends", "slideTypeCanon": { "name": "Industry trends", "slug": "industry_trends", "status": "active", "canonId": "019de52d-0b1d-7705-a0e0-c663199cd1fa", "version": 1, "description": null }, "function": "establish_context", "functionCanon": { "name": "Establish context", "slug": "establish_context", "status": "active", "canonId": "019de52d-1314-74e6-9074-d213dc0bdcdf", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 82, "componentCount": 10, "textChars": 1219, "nDataPoints": 0, "notes": "The slide uses a split-layout to distinguish between legacy quantum applications and future-looking quantum infrastructure.", "elementsJson": [ "headline_text", "paragraph", "icon_grid" ], "confidence": 0.95, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:36.482+00", "seconds": 3.663, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/82", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-82", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "These futuristic technologies aspire to change our computational, networking, and sensory infrastructure in the coming decades, unlocking use cases and capabilities previously unimaginable.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:29+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3bb-700a-9d93-d3ec96ba6a83", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.15, "x": 0.04, "y": 0.48 }, "kind": "list", "text": "Lasers work using the quantum mechanical effect known as stimulated emission", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:36.482+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "19497c3e-9a85-4f7d-b3b5-9a21fd7a2aec", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.15, "x": 0.19, "y": 0.48 }, "kind": "list", "text": "Magnetic resonance imaging uses the quantum phenomenon known as magnetic resonance", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:36.482+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6342f628-6155-4ac0-b210-eb3f7f7b52d7", "parentComponentId": null }, { "bbox": { "h": 0.3, "w": 0.18, "x": 0.59, "y": 0.48 }, "kind": "list", "text": "Quantum communication is the transfer of encoded quantum information between distant locations based on an optical fiber network or satellites. A central feature is the quantum-secure connection through quantum encryption", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:36.482+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8266c3d4-bf1c-47bf-a6bf-00fbc8cad660", "parentComponentId": null }, { "bbox": { "h": 0.3, "w": 0.18, "x": 0.38, "y": 0.48 }, "kind": "list", "text": "Quantum computing uses quantum properties of particles to process information at a much higher rate than a classical computer can. For some computational problems, quantum technology could make computation exponentially faster than with classical computers", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:36.482+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d474b5db-ba77-4524-afc5-848c71ae9d36", "parentComponentId": null }, { "bbox": { "h": 0.3, "w": 0.18, "x": 0.79, "y": 0.48 }, "kind": "list", "text": "Quantum sensing could provide measurements of various physical quantities at a sensitivity that is orders of magnitude higher than classical sensors can achieve. Applications include radar, microscopy, and magnetometers", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:36.482+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f8ac44fe-728f-479a-b70f-04dfcb539460", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.3, "x": 0.04, "y": 0.18 }, "kind": "paragraph", "text": "Quantum technology has been around for a long time ...", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:36.482+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b5c3068b-eb13-4fec-ae91-331dbe620b48", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.5, "x": 0.38, "y": 0.18 }, "kind": "paragraph", "text": "... but a few emerging technologies merit our focus now", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:36.482+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d629cb51-3729-45b1-bdd6-1e7d2c0392b9", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.15, "x": 0.04, "y": 0.95 }, "kind": "source-note", "text": "Source: McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:36.482+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8925710b-558e-463e-8f79-5d3093bd5829", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.3, "x": 0.04, "y": 0.08 }, "kind": "title", "text": "What are the most noteworthy technologies?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:36.482+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d7995744-64c1-4224-a604-beb187ee021b", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 83, "type": "analysis", "title": "The slide uses a three-pillar structure to summarize the business case for quantum technology.", "function": "size_opportunity", "rawType": "market_landscape", "block": null, "metadata": { "slideType": "market_landscape", "slideTypeCanon": { "name": "Market landscape", "slug": "market_landscape", "status": "active", "canonId": "019de52d-0b6d-75db-a946-9ac362e3afc2", "version": 1, "description": null }, "function": "size_opportunity", "functionCanon": { "name": "Size opportunity", "slug": "size_opportunity", "status": "active", "canonId": "019de52d-147b-7568-8828-a74a27697618", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 82, "componentCount": 9, "textChars": 951, "nDataPoints": 6, "notes": "The slide uses a three-pillar structure to summarize the business case for quantum technology.", "elementsJson": [ "headline_text", "big_number", "paragraph", "icon_grid", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:35.92+00", "seconds": 2.992, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/83", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-83", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "However, quantum technology is still very much in its nascent phase, and it would be difficult to predict when or if this technology will mature and scale up", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:37+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3bb-700a-9d95-7477f73b3612", "parentComponentId": null }, { "bbox": { "h": 0.5, "w": 0.65, "x": 0.3, "y": 0.25 }, "kind": "diagram", "text": "Three-pillar structure showing investment, maturity, and market growth", "attrs": null, "canon": { "kind": { "name": "Diagram", "slug": "diagram", "status": "active", "canonId": "019de52c-f9f0-734a-81de-15382ff28c65", "version": 1, "description": "Schematic or relational diagram." }, "tool": null, "subkind": { "name": "Process flow", "slug": "process", "status": "active", "canonId": "019de52d-039c-718f-ad3a-efe9c4b3c838", "version": 1, "description": null }, "framework": null }, "subkind": "process", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:35.92+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4b5b0d05-24fc-4db1-b889-94b7583625e7", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.2, "x": 0.05, "y": 0.25 }, "kind": "metric", "text": "$300 billion–$700 billion", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": null, "subkind": { "name": "Big number", "slug": "big-number", "status": "active", "canonId": "019de52c-fc70-70c8-b965-0584548a9204", "version": 1, "description": null }, "framework": null }, "subkind": "big-number", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:35.92+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f6d55840-1785-4bee-9c28-05dd07b328bb", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "Value at stake: $300 billion–$700 billion", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": { "name": "Quantification", "slug": "quantification", "status": "active", "bestFor": null, "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88", "version": 1, "bodyDocId": null, "description": "Translating a claim into numbers, charts, or tables.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:37+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3bb-700a-9d95-798f2ac5d05f", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.2, "x": 0.05, "y": 0.37 }, "kind": "paragraph", "text": "Conservative estimate of the value at stake of quantum use cases in industries such as automotive, chemicals, finance, and pharmaceuticals", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:35.92+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "304bdd24-53c8-43a2-878f-64f62997779b", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.65, "x": 0.3, "y": 0.83 }, "kind": "paragraph", "text": "However, quantum technology is still very much in its nascent phase, and it would be difficult to predict when or if this technology will mature and scale up", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:35.92+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5cb313d7-98b5-468d-aa57-a33bd9a29543", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.2, "x": 0.05, "y": 0.82 }, "kind": "source-note", "text": "Source: Worldwide quantum computing forecast, 2021–25, IDC, Nov 2021; Quantum computing: An emerging ecosystem and industry use cases, McKinsey, Dec 2021; Frank Arute et al., “Quantum supremacy using a programmable superconducting processor,” Nature, 2019, Volume 574, pp. 505–10 (2019)", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:35.92+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "16c53647-faa3-4138-bb92-d5b466170f39", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.45, "x": 0.305, "y": 0.08 }, "kind": "title", "text": "Why should leaders pay attention?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:35.92+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "66cba2d3-2e0f-4fd9-ae6b-55a4c8243571", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.35, "x": 0.305, "y": 0.13 }, "kind": "title", "text": "The quantum age is just over the horizon ...", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Subtitle", "slug": "subtitle", "status": "active", "canonId": "019de52c-fb09-739d-900c-815b0d9ac526", "version": 1, "description": null }, "framework": null }, "subkind": "subtitle", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:35.92+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "999149e3-06f8-4955-8be7-58dfd80ec3d1", "parentComponentId": null } ], "metrics": [ { "metricRaw": "Value at stake", "numberRaw": "$300 billion–$700 billion", "numberKind": "money", "actionTitle": "Why should leaders pay attention?", "calloutText": "However, quantum technology is still very much in its nascent phase, and it would be difficult to predict when or if this technology will mature and scale up", "numberScale": "b", "numberValue": 300, "metricFamily": "market_size", "numberCurrency": "$" } ], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 84, "type": "setup", "title": "The slide uses a clear side-by-side comparison structure to highlight the fundamental differences and trade-offs between classical and quantum computing.", "function": "compare_options", "rawType": "comparison_table", "block": null, "metadata": { "slideType": "comparison_table", "slideTypeCanon": { "name": "Comparison table", "slug": "comparison_table", "status": "active", "canonId": "019de52d-0a06-73f8-8813-fe022fab1de2", "version": 1, "description": null }, "function": "compare_options", "functionCanon": { "name": "Compare options", "slug": "compare_options", "status": "active", "canonId": "019de52d-167f-7038-aebc-70a9d2e0e33b", "version": 1, "description": null }, "density": "sparse", "densityScore": 10, "componentCount": 3, "textChars": 151, "nDataPoints": 0, "notes": "The slide uses a clear side-by-side comparison structure to highlight the fundamental differences and trade-offs between classical and quantum computing.", "elementsJson": [ "comparison_table", "icon_grid" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:35.06+00", "seconds": 2.024, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/84", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-84", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.03, "w": 0.15, "x": 0.04, "y": 0.95 }, "kind": "source-note", "text": "Source: McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:35.06+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c4951dc7-c4bc-4e1e-835a-e43fda72b8b4", "parentComponentId": null }, { "bbox": { "h": 0.7, "w": 0.92, "x": 0.04, "y": 0.2 }, "kind": "table", "text": "Classical computer vs Quantum computer comparison table", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:35.06+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "38461eb8-76c8-4281-805b-83a3b7594237", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.8, "x": 0.04, "y": 0.03 }, "kind": "title", "text": "Why is quantum computing interesting compared with what already exists?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:35.06+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f5edcc21-3e4f-4995-b90e-b7e72cd45997", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "b4946392-2bc1-4fee-973b-753b8bf60158", "evidence": "The slide uses a structured comparison table to contrast two technologies.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 19:18:35.06+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 84, "frameworkName": "comparison_frame" } ], "arcBeats": [], "loops": [], "locked": true }, { "page": 85, "type": "analysis", "function": "present_solution", "rawType": "industry_trends", "block": null, "metadata": { "slideType": "industry_trends", "slideTypeCanon": { "name": "Industry trends", "slug": "industry_trends", "status": "active", "canonId": "019de52d-0b1d-7705-a0e0-c663199cd1fa", "version": 1, "description": null }, "function": "present_solution", "functionCanon": { "name": "Present solution", "slug": "present_solution", "status": "active", "canonId": "019de52d-15b8-71da-bd23-2b767850cbce", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 79, "componentCount": 10, "textChars": 984, "nDataPoints": 0, "notes": null, "elementsJson": [ "headline_text", "paragraph", "icon_grid", "bullet_list" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:36.171+00", "seconds": 3.072, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/85", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-85", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "Quantum communications enables major applications.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:36+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3bb-700a-9d95-067fc577c966", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.05, "x": 0.8, "y": 0.335 }, "kind": "image", "text": null, "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Icon grid", "slug": "icon-grid", "status": "active", "canonId": "019de52c-fdfe-749d-9990-1db465a3eed4", "version": 1, "description": null }, "framework": null }, "subkind": "icon-grid", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:36.171+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "43aacd58-cc31-4d87-a3f7-5d3f60fca9ea", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.05, "x": 0.45, "y": 0.335 }, "kind": "image", "text": null, "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Icon grid", "slug": "icon-grid", "status": "active", "canonId": "019de52c-fdfe-749d-9990-1db465a3eed4", "version": 1, "description": null }, "framework": null }, "subkind": "icon-grid", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:36.171+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "501d6288-4dcd-45c3-887c-b2e686aee316", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.24, "x": 0.04, "y": 0.315 }, "kind": "image", "text": null, "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Illustration", "slug": "illustration", "status": "active", "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615", "version": 1, "description": null }, "framework": null }, "subkind": "illustration", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:36.171+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a0a5d06b-96ed-4740-9100-b978e3f2dfba", "parentComponentId": null }, { "bbox": { "h": 0.35, "w": 0.31, "x": 0.64, "y": 0.465 }, "kind": "list", "text": "Enhanced quantum-computing power. Quantum communications enables distributed quantum processing, where 2 or more quantum computers are connected to enhance computing power; blind quantum computing, where a remote quantum computer is accessed such that it learns nothing about the performed operation", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:36.171+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4a09bce9-d3d5-40a9-a1cc-4a6361910470", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.24, "x": 0.04, "y": 0.465 }, "kind": "list", "text": "The ambition of quantum communications is to offer transfer of encoded quantum information between distant locations through a universal quantum-communication network", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:36.171+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8c6cd4c5-e53f-46b2-b023-415789defb45", "parentComponentId": null }, { "bbox": { "h": 0.35, "w": 0.31, "x": 0.31, "y": 0.465 }, "kind": "list", "text": "Enhanced security based on quantum mechanics. Secure quantum communications guarantees full security of information transfer in the presence of a quantum computer. It will enable the following: verified randomness for generating shared keys, quantum encryption, tamperproof communications", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:36.171+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b0218ad6-749d-4a8a-83b4-10c2364fbafd", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.38, "x": 0.31, "y": 0.235 }, "kind": "paragraph", "text": "Quantum communications enables major applications", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:36.171+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d6112741-3bd6-48b7-92e9-80773c8cde75", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.2, "x": 0.04, "y": 0.95 }, "kind": "source-note", "text": "Source: Expert interviews; McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:36.171+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9ef7b808-6917-416f-9294-67e9088ace0f", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.92, "x": 0.04, "y": 0.03 }, "kind": "title", "text": "Why is quantum communications interesting compared with what already exists? (continued)", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:36.171+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c8b7f63e-e069-44d6-9b60-f5abc2c66218", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "0e31e01e-f6c7-41ed-a53e-cd530f8434de", "evidence": "List/bullet points for applications of quantum communications", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.6, "extraction": { "at": "2026-07-16 21:17:58.660263+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 85, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 86, "type": "analysis", "title": "The slide uses a structured list format to categorize quantum computing applications into four distinct archetypes.", "function": "present_framework", "rawType": "industry_trends", "block": null, "metadata": { "slideType": "industry_trends", "slideTypeCanon": { "name": "Industry trends", "slug": "industry_trends", "status": "active", "canonId": "019de52d-0b1d-7705-a0e0-c663199cd1fa", "version": 1, "description": null }, "function": "present_framework", "functionCanon": { "name": "Present framework", "slug": "present_framework", "status": "active", "canonId": "019de52d-1403-7667-9100-d2ac6709f750", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 76, "componentCount": 8, "textChars": 1646, "nDataPoints": 0, "notes": "The slide uses a structured list format to categorize quantum computing applications into four distinct archetypes.", "elementsJson": [ "headline_text", "paragraph", "icon_grid" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:36.77+00", "seconds": 3.647, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/86", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-86", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "Quantum computing could unleash significant business value across industries, but achieving this will require extensive research and development.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:36+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3bb-700a-9d94-8234d727abff", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.7, "x": 0.27, "y": 0.58 }, "kind": "list", "text": "Quantum optimization: Real-time optimization by compressing computation times from hours to seconds, enabling use cases such as generative design, traffic management, and portfolio optimization in almost every industry; current quantum-optimization approaches yield only a quadratic speedup, which when accounting for the overhead of using quantum versus traditional computing does not yet yield a significant performance improvement", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:36.77+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8569d48e-86c5-4a55-a0ab-330682143159", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.7, "x": 0.27, "y": 0.28 }, "kind": "list", "text": "Quantum simulation: Simulation of quantum-mechanical systems such as molecules, chemical reactions, or electrons to enable use cases such as lead identification in drug discovery or simulation of proteins in pharmaceuticals and agriculture", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:36.77+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9eedbfbf-a71d-4e51-82d7-dc71208119b5", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.7, "x": 0.27, "y": 0.44 }, "kind": "list", "text": "Quantum linear algebra: Algorithms that can provide an exponential speedup over conventional algorithms and be used in tasks such as providing financial advice, autonomous driving, automated trading, and predictive maintenance", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:36.77+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c31f9ac2-6120-4280-b62f-813ff451c3e6", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.7, "x": 0.27, "y": 0.8 }, "kind": "list", "text": "Quantum factorization: The earliest identified application of quantum computing, efficient quantum factorization is readily applicable to breaking RSA encryption, the basis of most of today’s secure data-transfer protocols; achieving this will require managing many more high-quality qubits than have currently been done", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:36.77+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ecb1cf80-93f7-4f73-a13e-1e2c31c28f2f", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.22, "x": 0.04, "y": 0.19 }, "kind": "paragraph", "text": "Quantum computing could unleash significant business value across industries, but achieving this will require extensive research and development", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:36.77+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7e5d154c-4a58-41f3-ba93-95f8485d708b", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.4, "x": 0.04, "y": 0.95 }, "kind": "source-note", "text": "Source: Quantum computing: An emerging ecosystem and industry use cases, McKinsey, Dec 2021", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:36.77+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e00d04ea-244e-44e6-8bd3-475557fc37c1", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.5, "x": 0.04, "y": 0.08 }, "kind": "title", "text": "What disruptions could quantum computing enable?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:36.77+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "14f1ea49-44a2-44fa-95da-8ccee229a88e", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "b281991d-046b-451d-81a9-839f9e70d0d9", "evidence": "The slide contains a list/bullet points with text.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 21:18:38.095688+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 86, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 87, "type": "analysis", "function": "present_solution", "rawType": "industry_trends", "block": null, "metadata": { "slideType": "industry_trends", "slideTypeCanon": { "name": "Industry trends", "slug": "industry_trends", "status": "active", "canonId": "019de52d-0b1d-7705-a0e0-c663199cd1fa", "version": 1, "description": null }, "function": "present_solution", "functionCanon": { "name": "Present solution", "slug": "present_solution", "status": "active", "canonId": "019de52d-15b8-71da-bd23-2b767850cbce", "version": 1, "description": null }, "density": "dense", "densityScore": 60, "componentCount": 7, "textChars": 746, "nDataPoints": 0, "notes": null, "elementsJson": [ "headline_text", "paragraph", "photo", "process_diagram" ], "confidence": 0.9, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:36.016+00", "seconds": 2.474, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/87", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-87", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "Quantum communications enables secure communication of quantum information across distant locations.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:36+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3bb-700a-9d94-edb3b8797efb", "parentComponentId": null }, { "bbox": { "h": 0.3, "w": 0.23, "x": 0.75, "y": 0.24 }, "kind": "list", "text": "Quantum internet: Quantum communication infrastructure, Quantum-information exchange across global distances for long-distance secure communication and distributed quantum computing", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:36.016+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "26b92d56-7102-470e-b219-7855346472a1", "parentComponentId": null }, { "bbox": { "h": 0.3, "w": 0.23, "x": 0.5, "y": 0.24 }, "kind": "list", "text": "Quantum cryptography: Quantum encryption protocols, Secure communication enabled by a quantum-generated confidential key (QKD, BB84)", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:36.016+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "488d6d36-8d17-46a4-8e13-02d2c21b3306", "parentComponentId": null }, { "bbox": { "h": 0.3, "w": 0.23, "x": 0.25, "y": 0.24 }, "kind": "list", "text": "Quantum-enhanced (classical) cryptography: Quantum random-number generators (QRNG), Enhanced security of classical cryptography protocols", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:36.016+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a67bbd1a-1812-4879-b148-c48d6abe508c", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.2, "x": 0.04, "y": 0.24 }, "kind": "paragraph", "text": "Quantum communications enables secure communication of quantum information across distant locations", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:36.016+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b8615f33-47fc-401e-a265-e4a7b32966bb", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.2, "x": 0.04, "y": 0.95 }, "kind": "source-note", "text": "Source: Expert interviews; McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:36.016+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "88a38cfc-88c2-4eba-978c-9b04adc29a5f", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.6, "x": 0.04, "y": 0.08 }, "kind": "title", "text": "What disruptions could quantum communications enable?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:36.016+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5764f559-b2a2-4cbf-a4b6-aee97826ddab", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "cc11f2d8-44ef-4da3-b2cd-285f8582a409", "evidence": "The slide contains a list/bullet points with text.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 21:18:38.165233+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 87, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 88, "type": "evidence", "function": "illustrate_case", "rawType": "client_example", "block": null, "metadata": { "slideType": "client_example", "slideTypeCanon": { "name": "Client example", "slug": "client_example", "status": "active", "canonId": "019de52d-0c87-77cb-9867-613ae22e95ac", "version": 1, "description": null }, "function": "illustrate_case", "functionCanon": { "name": "Illustrate case", "slug": "illustrate_case", "status": "active", "canonId": "019de52d-13b4-772c-bb73-1873612a7463", "version": 1, "description": null }, "density": "balanced", "densityScore": 30, "componentCount": 4, "textChars": 415, "nDataPoints": 1, "notes": null, "elementsJson": [ "headline_text", "comparison_table" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:38.596+00", "seconds": 5.047, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/88", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-88", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.02, "w": 0.3, "x": 0.04, "y": 0.95 }, "kind": "source-note", "text": "Source: Company websites; expert interviews; McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:38.596+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ba4eb6bc-147e-4f24-a9a1-987ada0e2273", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.92, "x": 0.04, "y": 0.14 }, "kind": "subtitle", "text": "Recently, many public and private entities have made announcements regarding their early applications of quantum technologies", "attrs": null, "canon": { "kind": { "name": "Subtitle", "slug": "subtitle", "status": "active", "canonId": "82d821ee-2793-42e7-8f16-c6131385a3ce", "version": 1, "description": "Header-zone supporting text near the title (= ex body.description with bbox)." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:38.596+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "51caabad-fda2-4ff2-8ece-bcb31ca352e0", "parentComponentId": null }, { "bbox": { "h": 0.65, "w": 0.92, "x": 0.04, "y": 0.24 }, "kind": "table", "text": "Quantum communications: USTC 4,600km network, Toshiba/Cambridge encryption. Quantum computing: Alibaba/Amazon/Google/IBM cloud, BMW ML/routing, Pfizer drug discovery.", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:38.596+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7ea6af63-11e9-464e-b9e7-557fee446248", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.92, "x": 0.04, "y": 0.08 }, "kind": "title", "text": "Who has successfully created impact with quantum technologies?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:38.596+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9f617442-9870-4473-8704-34ef94734fd1", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Table data", "slug": "table-data", "status": "active", "bestFor": null, "canonId": "019dd9e1-4fab-7168-a82f-b847350a006d", "version": 1, "bodyDocId": null, "description": "Tabular layouts of structured data.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "1b9d8c3d-4fb3-4e08-94f3-2496f667a465", "evidence": "The slide contains a table/data with text.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 21:18:38.237311+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 88, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 89, "type": "analysis", "function": "analyze_data", "rawType": "industry_trends", "block": null, "metadata": { "slideType": "industry_trends", "slideTypeCanon": { "name": "Industry trends", "slug": "industry_trends", "status": "active", "canonId": "019de52d-0b1d-7705-a0e0-c663199cd1fa", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "balanced", "densityScore": 42, "componentCount": 4, "textChars": 1012, "nDataPoints": 0, "notes": null, "elementsJson": [ "headline_text", "paragraph", "comparison_table", "photo" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:36.648+00", "seconds": 3.003, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/89", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-89", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.15, "w": 0.9, "x": 0.04, "y": 0.18 }, "kind": "paragraph", "text": "Quantum computing is still in the nascent stage, with few, isolated examples of players adopting it for solving optimization challenges\nQuantum communications is relatively more mature, with several players globally establishing networks with QKD and reaping the benefits of this technology", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:36.648+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0065ec5d-019d-4c48-8874-0592134b6530", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.15, "x": 0.04, "y": 0.95 }, "kind": "source-note", "text": "Source: McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:36.648+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "06af9fbe-7ef6-468b-8f1a-e13400208490", "parentComponentId": null }, { "bbox": { "h": 0.5, "w": 0.9, "x": 0.04, "y": 0.38 }, "kind": "table", "text": "Industries affected | Example impact of tech trend\nInformation technology and electronics | Improving network security through QKD technology; providing capabilities or forming partnerships to offer quantum-computing services\nMetals and mining; oil and gas | Increasing the efficiency of companies' exploration and extraction activities\nAerospace and defense | Using quantum technologies to enable tamperproof communication systems and develop augmented navigation systems\nChemicals; pharmaceuticals and medical products | Leveraging quantum computers for molecular simulations involved in creating new materials and identifying potential drugs", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:36.648+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "bbef8a30-4f6f-439a-b3b9-b7604ab69626", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.5, "x": 0.04, "y": 0.08 }, "kind": "title", "text": "What industries could be most affected by the trend ?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:36.648+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "3b6de303-ca56-401a-acec-74e68b1b5151", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Table data", "slug": "table-data", "status": "active", "bestFor": null, "canonId": "019dd9e1-4fab-7168-a82f-b847350a006d", "version": 1, "bodyDocId": null, "description": "Tabular layouts of structured data.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "f37539f1-874a-4ab1-9519-239c7eeb8274", "evidence": "The slide contains a table/data with text.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 21:18:38.332179+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 89, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 90, "type": "analysis", "title": "The slide contrasts immediate hybrid computing benefits with long-term R&D goals for quantum processors.", "function": "summarize", "rawType": "industry_trends", "block": null, "metadata": { "slideType": "industry_trends", "slideTypeCanon": { "name": "Industry trends", "slug": "industry_trends", "status": "active", "canonId": "019de52d-0b1d-7705-a0e0-c663199cd1fa", "version": 1, "description": null }, "function": "summarize", "functionCanon": { "name": "Summarize", "slug": "summarize", "status": "active", "canonId": "019de52d-1541-704f-b86f-bf7b75056373", "version": 1, "description": null }, "density": "dense", "densityScore": 72, "componentCount": 8, "textChars": 756, "nDataPoints": 3, "notes": "The slide contrasts immediate hybrid computing benefits with long-term R&D goals for quantum processors.", "elementsJson": [ "headline_text", "paragraph", "bullet_list", "photo" ], "confidence": 0.95, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:37.07+00", "seconds": 3.328, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/90", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-90", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "Initially, incremental value from quantum technologies will be created through hybrid solutions with high-performance computing.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:37+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3bb-700a-9d95-367f38e33326", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.2, "x": 0.68, "y": 0.25 }, "kind": "image", "text": null, "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Illustration", "slug": "illustration", "status": "active", "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615", "version": 1, "description": null }, "framework": null }, "subkind": "illustration", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:37.07+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b9dc1c4d-5f09-467c-81c0-1f568a0ff487", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.2, "x": 0.16, "y": 0.25 }, "kind": "image", "text": null, "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Illustration", "slug": "illustration", "status": "active", "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615", "version": 1, "description": null }, "framework": null }, "subkind": "illustration", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:37.07+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "fe07d76e-a057-4ca8-aeb2-659d36ba172d", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.45, "x": 0.52, "y": 0.63 }, "kind": "list", "text": "Improved processors: Create stand-alone, fully capable quantum processors; Market-ready tech stack: Overcome engineering challenges and build a technology stack", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:37.07+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6556beeb-a38c-477f-98ab-001e4101e7a0", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.45, "x": 0.04, "y": 0.63 }, "kind": "list", "text": "Solving business-relevant optimization problems in certain niches would be 10% faster than previously possible; Simulating the properties of small molecules with 5% higher accuracy; Better data sampling to train AI gives 20% better answers", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:37.07+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "bdcc29fb-a372-4de9-a615-91bb4e39fd57", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.7, "x": 0.04, "y": 0.17 }, "kind": "paragraph", "text": "Initially, incremental value from quantum technologies will be created through hybrid solutions with high-performance computing", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:37.07+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "34ac8fd8-63b3-41de-9566-adc7d4750d4c", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.2, "x": 0.04, "y": 0.95 }, "kind": "source-note", "text": "Source: Expert interviews, McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:37.07+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "705013fa-b959-4bea-93f7-ce976027d20c", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.6, "x": 0.04, "y": 0.08 }, "kind": "title", "text": "What should leaders consider when engaging with the trend?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:37.07+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b2d8ba28-bf04-4f24-8326-23dddec31703", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "082ccfae-93a3-41a1-ac07-dee2fe60f2c2", "evidence": "The slide contains a list/bullet points with text.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 21:18:38.399563+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 90, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 91, "type": "appendix", "function": "diagnose", "rawType": "other", "block": null, "metadata": { "slideType": "other", "slideTypeCanon": { "name": "Other (fallback)", "slug": "other", "status": "active", "canonId": "019de52d-0af5-71ed-83de-d51ae245fc43", "version": 1, "description": null }, "function": "diagnose", "functionCanon": { "name": "Diagnose", "slug": "diagnose", "status": "active", "canonId": "019de52d-1657-7223-acc5-7437d878c850", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 76, "componentCount": 8, "textChars": 1496, "nDataPoints": 0, "notes": null, "elementsJson": [ "headline_text", "bullet_list", "icon_grid" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:42.825+00", "seconds": 9.084, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/91", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-91", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.08, "w": 0.05, "x": 0.42, "y": 0.185 }, "kind": "image", "text": null, "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Icon grid", "slug": "icon-grid", "status": "active", "canonId": "019de52c-fdfe-749d-9990-1db465a3eed4", "version": 1, "description": null }, "framework": null }, "subkind": "icon-grid", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:42.825+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "38a740b8-f33f-4edd-aac1-c3fb98806a66", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.05, "x": 0.92, "y": 0.185 }, "kind": "image", "text": null, "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Icon grid", "slug": "icon-grid", "status": "active", "canonId": "019de52c-fdfe-749d-9990-1db465a3eed4", "version": 1, "description": null }, "framework": null }, "subkind": "icon-grid", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:42.825+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c2e47dc2-16fc-4cab-ab34-33c247786b50", "parentComponentId": null }, { "bbox": { "h": 0.35, "w": 0.45, "x": 0.04, "y": 0.31 }, "kind": "list", "text": "Early-mover advantage: Organizations can begin investing in talent and infrastructure, establish or join quantum-technology ecosystems early, and prepare for upcoming disruption by identifying relevant use cases for their businesses while the technology matures through fundamental scientific research. Short-term applications: Many industries stand to gain from the benefits of quantum computing in the very short term, even if it needs to be paired with traditional high-power computation.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:42.825+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6e63984f-40f0-4ff9-969b-6079f59602e6", "parentComponentId": null }, { "bbox": { "h": 0.6, "w": 0.45, "x": 0.54, "y": 0.31 }, "kind": "list", "text": "Technical challenges: This includes the ability to manage a sufficient quantity and quality of qubits over enough time to derive meaningful computational results. Cost-effectiveness: Most calculations performed by enterprise quantum computers can be performed reasonably well by traditional supercomputers and at a much lower cost; this is expected to change once quantum advantage is achieved and general-purpose quantum computers take center stage. Uncertain road map: Current advancements in quantum technologies paint a promising future, but there may be potential barriers to adoption (eg, regulatory, technological, financial) that are not yet apparent. Nascent ecosystem: Only a handful of proven hardware platforms are commercially available, and talent skilled in quantum computing is exceedingly rare; this may change as the technology matures and adoption increases.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:42.825+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e3dc72a0-8251-4ae8-9e8b-2d678f42ba5f", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.15, "x": 0.04, "y": 0.95 }, "kind": "source-note", "text": "Source: McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:42.825+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "539d54ad-4abe-4316-a4ef-f68d27f1dfa9", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.16, "x": 0.04, "y": 0.24 }, "kind": "title", "text": "Advantages", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:42.825+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a3e13bb1-516c-4f1f-b272-f0162a6280c7", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.32, "x": 0.54, "y": 0.24 }, "kind": "title", "text": "Uncertainties and risks", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:42.825+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d6be16c1-dca0-4283-815c-38e01c9aeb06", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.45, "x": 0.04, "y": 0.04 }, "kind": "title", "text": "What should leaders consider when engaging with the trend? (continued)", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:42.825+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d757fea8-6ad9-4b78-99c3-255bb0d6cf72", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "52044620-2721-4a19-ba62-f19118343274", "evidence": "The slide contains a list/bullet points with text.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 21:18:38.488437+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 91, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 92, "type": "analysis", "title": "The slide uses a structured list format to present complex industry uncertainties.", "function": "frame_problem", "rawType": "industry_trends", "block": null, "metadata": { "slideType": "industry_trends", "slideTypeCanon": { "name": "Industry trends", "slug": "industry_trends", "status": "active", "canonId": "019de52d-0b1d-7705-a0e0-c663199cd1fa", "version": 1, "description": null }, "function": "frame_problem", "functionCanon": { "name": "Frame problem", "slug": "frame_problem", "status": "active", "canonId": "019de52d-13db-753e-ad70-e9b2d0dab398", "version": 1, "description": null }, "density": "balanced", "densityScore": 49, "componentCount": 6, "textChars": 632, "nDataPoints": 0, "notes": "The slide uses a structured list format to present complex industry uncertainties.", "elementsJson": [ "headline_text", "paragraph", "numbered_list", "icon_grid" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:36.671+00", "seconds": 2.873, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/92", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-92", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "Quantum technologies are nascent, with many unanswered questions; despite generally optimistic outlooks, these technologies still face an uncertain future.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:36+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3bb-700a-9d94-b82e1ebc54c3", "parentComponentId": null }, { "bbox": { "h": 0.35, "w": 0.25, "x": 0.05, "y": 0.55 }, "kind": "image", "text": null, "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Illustration", "slug": "illustration", "status": "active", "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615", "version": 1, "description": null }, "framework": null }, "subkind": "illustration", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:36.671+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "90a24d95-fd4a-477b-b04d-8ea9aa79a3ef", "parentComponentId": null }, { "bbox": { "h": 0.85, "w": 0.6, "x": 0.38, "y": 0.06 }, "kind": "list", "text": "1. Technology readiness: Will quantum tech be ready in the next 10 years? 2. Impact and disruption: Will quantum tech be as disruptive as projected? 3. Organizational preparedness: How should companies prepare for quantum tech?", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:36.671+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "00f6a777-0eaa-4f84-958f-a785f803cc36", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.33, "x": 0.04, "y": 0.29 }, "kind": "paragraph", "text": "Quantum technologies are nascent, with many unanswered questions; despite generally optimistic outlooks, these technologies still face an uncertain future", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:36.671+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "394025a7-0dd4-4199-96d4-1f77d6784af1", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.2, "x": 0.04, "y": 0.95 }, "kind": "source-note", "text": "Source: Expert interviews; McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:36.671+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "59dba18a-6843-49b6-9516-dab8408fd13a", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.33, "x": 0.04, "y": 0.06 }, "kind": "title", "text": "What are some topics of debate related to the trend?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:36.671+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9d5d5440-72aa-4c24-81ab-79d337e84bcb", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "3600eb69-992c-493c-a210-977f3158a156", "evidence": "The slide contains a list/bullet points with text.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 21:18:38.582314+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 92, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 93, "type": "appendix", "function": "appendix", "rawType": "appendix", "block": null, "metadata": { "slideType": "appendix", "slideTypeCanon": { "name": "Appendix", "slug": "appendix", "status": "active", "canonId": "019de52d-0762-71f8-b564-89ab863301cc", "version": 1, "description": null }, "function": "appendix", "functionCanon": { "name": "Appendix", "slug": "appendix", "status": "active", "canonId": "019de52d-138d-750b-83c3-49b4bc7a7a38", "version": 1, "description": null }, "density": "sparse", "densityScore": 13, "componentCount": 2, "textChars": 293, "nDataPoints": 0, "notes": null, "elementsJson": [ "headline_text", "bullet_list" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:36.246+00", "seconds": 2.272, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/93", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-93", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.508, "w": 0.643, "x": 0.044, "y": 0.258 }, "kind": "list", "text": "Knowledge center\nThe Rise of Quantum Computing\nRelated reading\nQuantum computing use cases are getting real—what you need to know\nA game plan for quantum computing\nThe growing potential of quantum computing\nShaping the long race in quantum communication and quantum sensing", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:36.246+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8a690011-b621-4b78-b581-af4ad3b6964d", "parentComponentId": null }, { "bbox": { "h": 0.035, "w": 0.325, "x": 0.044, "y": 0.083 }, "kind": "title", "text": "Additional resources", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:36.246+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "00f5d73b-9f4a-4c4f-a755-01b084da3d42", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 94, "type": "setup", "function": "front_matter", "rawType": "cover", "block": null, "metadata": { "slideType": "cover", "slideTypeCanon": { "name": "Cover", "slug": "cover", "status": "active", "canonId": "019de52d-05f2-729d-9f93-e0504f0a2410", "version": 1, "description": null }, "function": "front_matter", "functionCanon": { "name": "Front matter", "slug": "front_matter", "status": "active", "canonId": "019de52d-133d-73f0-9e26-201eda96b098", "version": 1, "description": null }, "density": "sparse", "densityScore": 12, "componentCount": 4, "textChars": 90, "nDataPoints": 0, "notes": null, "elementsJson": [ "photo" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:36.312+00", "seconds": 1.96, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/94", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-94", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 1, "w": 0.5, "x": 0.5, "y": 0 }, "kind": "image", "text": null, "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Illustration", "slug": "illustration", "status": "active", "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615", "version": 1, "description": null }, "framework": null }, "subkind": "illustration", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:36.312+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ac19308a-4f36-42ac-b4ac-ead43e835723", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.1, "x": 0.05, "y": 0.7 }, "kind": "paragraph", "text": "August 2022", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:36.312+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9b7533fe-7844-4d1d-87c1-f46689ee52d4", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.4, "x": 0.05, "y": 0.2 }, "kind": "title", "text": "McKinsey Technology Trends Outlook 2022", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:36.312+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "35f08738-8d96-4828-9f4d-16b0006f93ed", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.3, "x": 0.05, "y": 0.5 }, "kind": "title", "text": "Trust architectures and digital identity", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Subtitle", "slug": "subtitle", "status": "active", "canonId": "019de52c-fb09-739d-900c-815b0d9ac526", "version": 1, "description": null }, "framework": null }, "subkind": "subtitle", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:36.312+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4c2d011e-c394-4e76-a0fa-8222ce5b0dbe", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Slide recipe: Cover", "slug": "cover-slide", "status": "active", "bestFor": null, "canonId": "019df269-2a08-767d-9128-e7431e6fe8a3", "version": 1, "bodyDocId": "019df269-29e5-7738-b5fa-6892e5dc8e65", "description": "The first ten seconds. Build it deliberately.", "familyLabel": "slide-recipe", "categoryName": "Slide", "categorySlug": "slide" }, "agent": "designer", "layer": "slide", "agents": [ "designer" ], "matchId": "cc34ba77-8e79-42c8-b3fc-5fb3cfae116e", "evidence": "McKinsey Technology Trends Outlook 2022: Trust architectures and digital identity", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-17 03:16:27.06919+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 94, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 95, "type": "analysis", "title": "The slide defines four key pillars of digital trust technologies in the context of cybersecurity.", "function": "summarize", "rawType": "industry_trends", "block": null, "metadata": { "slideType": "industry_trends", "slideTypeCanon": { "name": "Industry trends", "slug": "industry_trends", "status": "active", "canonId": "019de52d-0b1d-7705-a0e0-c663199cd1fa", "version": 1, "description": null }, "function": "summarize", "functionCanon": { "name": "Summarize", "slug": "summarize", "status": "active", "canonId": "019de52d-1541-704f-b86f-bf7b75056373", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 81, "componentCount": 9, "textChars": 1691, "nDataPoints": 0, "notes": "The slide defines four key pillars of digital trust technologies in the context of cybersecurity.", "elementsJson": [ "headline_text", "paragraph", "icon_grid" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:41.985+00", "seconds": 7.3, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/95", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-95", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.04, "w": 0.72, "x": 0.14, "y": 0.85 }, "kind": "callout", "text": "Digital trust addresses digital risk across data, cloud, AI and analytics, and risk culture", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:41.985+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2c7e944e-40d2-46b9-89f0-0b0f5678fe1f", "parentComponentId": null }, { "bbox": { "h": 0.35, "w": 0.22, "x": 0.52, "y": 0.45 }, "kind": "list", "text": "Privacy engineering: Techniques used to enable oversight, implementation, operation, and maintenance of privacy. Includes reducing risks to data privacy, resource allocation, and embedding privacy enablement into existing systems.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:41.985+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2549de35-ed74-424f-b175-2a9962ab39f2", "parentComponentId": null }, { "bbox": { "h": 0.35, "w": 0.22, "x": 0.28, "y": 0.45 }, "kind": "list", "text": "Digital identity: Mechanisms for providing full information that characterizes and distinguishes an individual entity (eg, system, person, organization) in the digital space. Entities’ identities consist of distinguishing attributes (eg, name, identifier, characteristics).", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:41.985+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d71ba162-8255-41db-a6a2-21a304d92fa0", "parentComponentId": null }, { "bbox": { "h": 0.35, "w": 0.22, "x": 0.76, "y": 0.45 }, "kind": "list", "text": "Explainable artificial intelligence (XAI): Techniques for building understanding of and trust in AI models for real-world deployment. Addresses fairness, accountability, responsibility, transparency, and ethics.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:41.985+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e4a216fa-efe3-45da-8203-34d4459b9e1c", "parentComponentId": null }, { "bbox": { "h": 0.35, "w": 0.22, "x": 0.04, "y": 0.45 }, "kind": "list", "text": "Zero-trust architecture (ZTA): IT security system design where all entities, inside and outside the organization’s computer network, cannot be trusted by default and need to prove trustworthiness. Includes access management, device protection, network security, data encryption, continuous monitoring, and more.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:41.985+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f1b81afd-e680-4205-bb8c-bfe7b728b9aa", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.92, "x": 0.04, "y": 0.18 }, "kind": "paragraph", "text": "Increasing cyberattacks and data breaches continually pose new challenges by leveraging trending technology (eg, quantum computing for encryption breaking). Digital-trust technologies empower organizations to gain a competitive advantage by building, scaling, and maintaining the trust of stakeholders (eg, customers, regulators) in the use of their data and digital-enabled products and services.", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:41.985+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2a1066f5-d86d-4c22-8ce4-8af298600990", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.45, "x": 0.04, "y": 0.92 }, "kind": "source-note", "text": "Technology areas and specific technologies are not exhaustive of all developments in cybersecurity. Source: McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:41.985+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f9c4c736-3535-4110-9e3f-3c8ba642d124", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.4, "x": 0.04, "y": 0.08 }, "kind": "title", "text": "What is the tech trend about?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:41.985+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "449b31a5-356c-43d3-8631-29781874350d", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.25, "x": 0.04, "y": 0.31 }, "kind": "title", "text": "High-growth technologies", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Subtitle", "slug": "subtitle", "status": "active", "canonId": "019de52c-fb09-739d-900c-815b0d9ac526", "version": 1, "description": null }, "framework": null }, "subkind": "subtitle", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:41.985+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4fae1c09-5ebc-4270-8b93-8592a82a1753", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "a805f2a1-5d42-4ad6-a7a1-09ec913204af", "evidence": "The slide contains a list/bullet points with text.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 21:18:38.652181+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 95, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 96, "type": "tension", "title": "The slide uses a split-layout to contrast the 'problem' (left) with the 'solution/opportunity' (right).", "function": "frame_problem", "rawType": "problem_statement", "block": null, "metadata": { "slideType": "problem_statement", "slideTypeCanon": { "name": "Problem statement", "slug": "problem_statement", "status": "active", "canonId": "019de52d-0879-768d-bba8-8da8a5a121d4", "version": 1, "description": null }, "function": "frame_problem", "functionCanon": { "name": "Frame problem", "slug": "frame_problem", "status": "active", "canonId": "019de52d-13db-753e-ad70-e9b2d0dab398", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 90, "componentCount": 13, "textChars": 1073, "nDataPoints": 8, "notes": "The slide uses a split-layout to contrast the 'problem' (left) with the 'solution/opportunity' (right).", "elementsJson": [ "headline_text", "icon_grid", "big_number", "paragraph", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:41.243+00", "seconds": 6.03, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/96", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-96", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "Digital-trust technologies can reduce risk and potential negative impact from cyberattacks", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:37+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3bb-700a-9d95-94f9620bc57f", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.1, "x": 0.56, "y": 0.65 }, "kind": "list", "text": "85% share of small and midsize enterprises that intend to increase IT security spending", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:41.243+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "02799e73-b176-46be-b771-7aa85eff80b4", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.1, "x": 0.29, "y": 0.35 }, "kind": "list", "text": "Rising costs and losses from cyberattacks (~$10.5 trillion)", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:41.243+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "373e9266-fffe-4ca2-9dd5-7f24f45ae224", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.1, "x": 0.83, "y": 0.65 }, "kind": "list", "text": "~85% share of companies that are victims of digital-identity-related fraud each year", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:41.243+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "3d35e368-acc3-4992-a941-df7eb5f4b6a7", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.12, "x": 0.04, "y": 0.35 }, "kind": "list", "text": "1 out of 3 global organizations experienced a cyberattack in 2019 (+36% vs prior year)", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:41.243+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "62ae9060-0b34-469f-adcc-e2867bbb623f", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.1, "x": 0.83, "y": 0.35 }, "kind": "list", "text": "3-13% predicted economic benefits of digital identity by 2030", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:41.243+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "68075c6d-98fd-4bc9-8f22-12a242ca190f", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.1, "x": 0.42, "y": 0.35 }, "kind": "list", "text": "Growing regulation in the US and globally (+31 new policies)", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:41.243+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8565e208-82f1-44e0-b573-2e13f9a97d7f", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.1, "x": 0.56, "y": 0.35 }, "kind": "list", "text": "$101.5 billion projected spending on service providers in digital trust by 2025", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:41.243+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "92e2b2f5-4351-4503-9cfc-38ce60db6a4a", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.1, "x": 0.16, "y": 0.35 }, "kind": "list", "text": "Increasing complexity and frequency of cyberattacks", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:41.243+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ae2a84ca-1b19-4570-b208-e988599668ab", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "Projected spending on service providers in digital trust: $101.5 billion", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": { "name": "Quantification", "slug": "quantification", "status": "active", "bestFor": null, "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88", "version": 1, "bodyDocId": null, "description": "Translating a claim into numbers, charts, or tables.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:37+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3bb-700a-9d95-9b88c7a71278", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.6, "x": 0.04, "y": 0.95 }, "kind": "source-note", "text": "Source: Center for Strategic International Studies; IBM; Identity Theft Resource Center; Kaspersky Lab; National Cyber Security Centre; PurpleSec data survey; Statista; McKinsey Cyber Market Map, McKinsey Global Institute", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:41.243+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c386e0e5-7477-4355-8c3c-67da926c0354", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.7, "x": 0.04, "y": 0.17 }, "kind": "title", "text": "Digital-trust technologies can reduce risk and potential negative impact from cyberattacks", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Action title", "slug": "action-title", "status": "active", "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d", "version": 1, "description": null }, "framework": null }, "subkind": "action-title", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:41.243+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ae278be8-d0f3-4c30-b0fb-7fd6999cab6c", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.4, "x": 0.04, "y": 0.08 }, "kind": "title", "text": "Why should leaders pay attention?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:41.243+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "98b01761-51b9-4836-a060-146b784e77ce", "parentComponentId": null } ], "metrics": [ { "metricRaw": "Projected spending on service providers in digital trust", "numberRaw": "$101.5 billion", "numberKind": "money", "actionTitle": "Why should leaders pay attention?", "calloutText": "Digital-trust technologies can reduce risk and potential negative impact from cyberattacks", "numberScale": "b", "numberValue": 101.5, "metricFamily": "cost_savings", "numberCurrency": "$" } ], "tools": [ { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "8d7a9272-3107-4774-a2b7-3281f8319569", "evidence": "The slide contains a list/bullet points with text.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 21:18:38.720182+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 96, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 97, "type": "setup", "title": "The slide uses a three-column structure to contrast opportunities, complications, and resulting value.", "function": "summarize", "rawType": "key_messages", "block": null, "metadata": { "slideType": "key_messages", "slideTypeCanon": { "name": "Key messages", "slug": "key_messages", "status": "active", "canonId": "019de52d-0712-703f-89f5-bda6688faf3f", "version": 1, "description": null }, "function": "summarize", "functionCanon": { "name": "Summarize", "slug": "summarize", "status": "active", "canonId": "019de52d-1541-704f-b86f-bf7b75056373", "version": 1, "description": null }, "density": "dense", "densityScore": 68, "componentCount": 8, "textChars": 802, "nDataPoints": 0, "notes": "The slide uses a three-column structure to contrast opportunities, complications, and resulting value.", "elementsJson": [ "headline_text", "bullet_list", "paragraph", "icon_grid" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:40.088+00", "seconds": 4.856, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/97", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-97", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "Digital trust offers value creation, enabling organizations to scale faster and become more effective", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:36+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3bb-700a-9d94-a0f5c66254a2", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.15, "x": 0.04, "y": 0.95 }, "kind": "disclaimer", "text": "Source: McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Disclaimer", "slug": "disclaimer", "status": "active", "canonId": "91173477-d91f-4024-bbaf-d4f93e3f82dc", "version": 1, "description": "Legal/cautionary text that occupies most of the body of its slide." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:40.088+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "3d6cbbcd-e88a-47ea-9fd0-a7dd9e88c91e", "parentComponentId": null }, { "bbox": { "h": 0.4, "w": 0.05, "x": 0.65, "y": 0.45 }, "kind": "image", "text": null, "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Icon grid", "slug": "icon-grid", "status": "active", "canonId": "019de52c-fdfe-749d-9990-1db465a3eed4", "version": 1, "description": null }, "framework": null }, "subkind": "icon-grid", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:40.088+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e9a38857-6fbd-40dc-bb83-2537a06b4cbd", "parentComponentId": null }, { "bbox": { "h": 0.55, "w": 0.32, "x": 0.65, "y": 0.35 }, "kind": "list", "text": "... leading to economic impact and value ... Build a strong foundation, Leverage digital trust to scale, Advance strategic position", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:40.088+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "12ebae63-a62e-4f07-bca5-ee51beddad54", "parentComponentId": null }, { "bbox": { "h": 0.55, "w": 0.28, "x": 0.33, "y": 0.35 }, "kind": "list", "text": "... in a landscape of complications and pitfalls ... Increasingly aggressive regulatory scrutiny, Heavy reliance on legacy governance, Hard-to-understand AI algorithms, Growing scrutiny, Increasing global uncertainty", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:40.088+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8e4b955d-b268-4b76-a57a-90284bd167e6", "parentComponentId": null }, { "bbox": { "h": 0.35, "w": 0.25, "x": 0.04, "y": 0.35 }, "kind": "list", "text": "Increasing opportunities ... Exponential potential for stacked wins, Increased speed of digitization, High potential-market-value advantage, Better ability to engage in risk reduction", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:40.088+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f6e0a882-582e-4f08-8aea-2cf9e000f22b", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.55, "x": 0.04, "y": 0.22 }, "kind": "paragraph", "text": "Digital trust offers value creation, enabling organizations to scale faster and become more effective", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:40.088+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "69af19e0-e3c6-4f43-9dcf-00bee29ad3ae", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.45, "x": 0.04, "y": 0.04 }, "kind": "title", "text": "Why should leaders pay attention? (continued)", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:40.088+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "74a4ca04-a431-4fa2-acc9-f029a39be62a", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Before-After-Bridge", "slug": "before-after-bridge", "status": "active", "bestFor": null, "canonId": "019dd956-8604-7188-883f-42370288ad05", "version": 1, "bodyDocId": null, "description": "Narrative structure: Paint the before, show the after, explain the bridge", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "fac06804-6ad0-421b-b2a4-f6116863b175", "evidence": "list/bullet: Increasing opportunities ... Exponential potential for stacked wins, Increased speed of digitization, High potential-market-value advantage, Better ability to engage in risk reduction", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.6, "extraction": { "at": "2026-07-17 03:16:19.613507+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 97, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Problem-Agitate-Solve (PAS)", "slug": "problem-agitate-solve-pas", "status": "active", "bestFor": null, "canonId": "019dd956-869f-7564-8d42-de54ed29ab90", "version": 1, "bodyDocId": null, "description": "Identify problem, agitate the pain, present the solution", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "e3eff5c7-32dc-4265-9d8f-317fcff06166", "evidence": "list/bullet: ... in a landscape of complications and pitfalls ... Increasingly aggressive regulatory scrutiny, Heavy reliance on legacy governance, Hard-to-understand AI algorithms, Growing scrutiny, Increasing global un", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 03:16:19.579493+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 97, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 98, "type": "setup", "title": "The slide uses a before-after framing to explain the transition to zero-trust architecture.", "function": "compare_options", "rawType": "comparison_table", "block": null, "metadata": { "slideType": "comparison_table", "slideTypeCanon": { "name": "Comparison table", "slug": "comparison_table", "status": "active", "canonId": "019de52d-0a06-73f8-8813-fe022fab1de2", "version": 1, "description": null }, "function": "compare_options", "functionCanon": { "name": "Compare options", "slug": "compare_options", "status": "active", "canonId": "019de52d-167f-7038-aebc-70a9d2e0e33b", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 77, "componentCount": 9, "textChars": 1052, "nDataPoints": 0, "notes": "The slide uses a before-after framing to explain the transition to zero-trust architecture.", "elementsJson": [ "headline_text", "paragraph", "bullet_list", "process_diagram" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:40.408+00", "seconds": 5.044, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/98", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-98", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "Zero-trust architecture assumes “zero trust” for more robust and secure data flow across technical systems.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:36+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3bb-700a-9d94-d0075e9c793d", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.3, "x": 0.04, "y": 0.24 }, "kind": "diagram", "text": "From: Traditional, perimeter-based architecture", "attrs": null, "canon": { "kind": { "name": "Diagram", "slug": "diagram", "status": "active", "canonId": "019de52c-f9f0-734a-81de-15382ff28c65", "version": 1, "description": "Schematic or relational diagram." }, "tool": null, "subkind": null, "framework": null }, "subkind": "other", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:40.408+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5e3861b8-39f5-4024-8662-fc5d74418199", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.3, "x": 0.4, "y": 0.24 }, "kind": "diagram", "text": "To: Zero-trust architecture", "attrs": null, "canon": { "kind": { "name": "Diagram", "slug": "diagram", "status": "active", "canonId": "019de52c-f9f0-734a-81de-15382ff28c65", "version": 1, "description": "Schematic or relational diagram." }, "tool": null, "subkind": null, "framework": null }, "subkind": "other", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:40.408+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c21e6c46-67d9-4379-9e34-2a25db481c4c", "parentComponentId": null }, { "bbox": { "h": 0.42, "w": 0.34, "x": 0.04, "y": 0.46 }, "kind": "image", "text": "Diagram of traditional network architecture", "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Illustration", "slug": "illustration", "status": "active", "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615", "version": 1, "description": null }, "framework": null }, "subkind": "illustration", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:40.408+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7e5be138-2f9b-4f30-84a0-24bc4dff9602", "parentComponentId": null }, { "bbox": { "h": 0.36, "w": 0.32, "x": 0.4, "y": 0.52 }, "kind": "image", "text": "Diagram of zero-trust network architecture", "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Illustration", "slug": "illustration", "status": "active", "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615", "version": 1, "description": null }, "framework": null }, "subkind": "illustration", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:40.408+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b23f8996-072a-430d-8407-99168879014f", "parentComponentId": null }, { "bbox": { "h": 0.6, "w": 0.22, "x": 0.74, "y": 0.28 }, "kind": "list", "text": "Increased security and reduced risk from increased controls across organizational network and customer data; Cost reduction as losses from cyberattacks decrease; Increased visibility and understanding of user access and traffic across the network from continuous monitoring; Upskilled workforce and streamlined technical stack provide companies with stronger, faster technical capabilities and mitigate technical complexity, priming the company for incorporation of other cybersecurity technologies; Improved reputation (due to fewer breaches in security and stronger technical stack), which can attract customers", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:40.408+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "613cb265-51b4-4c9d-b553-dc77f61109c0", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.8, "x": 0.04, "y": 0.18 }, "kind": "paragraph", "text": "Zero-trust architecture assumes “zero trust” for more robust and secure data flow across technical systems", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:40.408+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e78be1fd-9cf4-46cd-b5c5-324df816d2d7", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.1, "x": 0.04, "y": 0.95 }, "kind": "source-note", "text": "Source: McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:40.408+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f29d8e76-5422-44f8-aa39-210839225e3a", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.5, "x": 0.04, "y": 0.08 }, "kind": "title", "text": "What are the most noteworthy technologies?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:40.408+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8990be46-a196-419c-8b7e-cfd4944c611b", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "343e89d6-fb3b-4da1-8846-bde61533acd9", "evidence": "The slide explicitly contrasts 'From: Traditional' and 'To: Zero-trust architecture'.", "framework": null, "confidence": 1, "extraction": { "at": "2026-05-02 19:18:40.408+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 98, "frameworkName": "before-after-framing" } ], "arcBeats": [], "loops": [], "locked": true }, { "page": 99, "type": "setup", "title": "The slide uses a table structure to contrast two digital identity technologies.", "function": "compare_options", "rawType": "comparison_table", "block": null, "metadata": { "slideType": "comparison_table", "slideTypeCanon": { "name": "Comparison table", "slug": "comparison_table", "status": "active", "canonId": "019de52d-0a06-73f8-8813-fe022fab1de2", "version": 1, "description": null }, "function": "compare_options", "functionCanon": { "name": "Compare options", "slug": "compare_options", "status": "active", "canonId": "019de52d-167f-7038-aebc-70a9d2e0e33b", "version": 1, "description": null }, "density": "balanced", "densityScore": 46, "componentCount": 6, "textChars": 552, "nDataPoints": 0, "notes": "The slide uses a table structure to contrast two digital identity technologies.", "elementsJson": [ "headline_text", "process_diagram", "comparison_table", "icon_grid" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:39.52+00", "seconds": 4.137, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/99", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-99", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "Digital identity is enabling decentralization and new forms of verification – examples of innovation", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:37+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3bb-700a-9d95-e877d4c156f0", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.6, "x": 0.04, "y": 0.14 }, "kind": "paragraph", "text": "Digital identity is enabling decentralization and new forms of verification – examples of innovation", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:39.52+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4e8e6745-ed58-41d3-bf37-c79eeeae9d2a", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.5, "x": 0.04, "y": 0.91 }, "kind": "source-note", "text": "Diagram adapted from Alex Brown, “Passwordless authentication: A complete guide [2022],” Transmit Security, Jan 13, 2022.", "attrs": { "numbered": true }, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:39.52+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6c1f1b45-4c0d-4491-ad04-19e4f68f40a7", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.2, "x": 0.04, "y": 0.95 }, "kind": "source-note", "text": "Source: Expert input; McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:39.52+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "94b1086a-daf5-4497-823c-0ea4f7e5accf", "parentComponentId": null }, { "bbox": { "h": 0.65, "w": 0.92, "x": 0.04, "y": 0.22 }, "kind": "table", "text": "Comparison table between Self-sovereign identity (SSI) and Passwordless identity across Diagram, Description, Functionality, and Benefits.", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:39.52+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e7b606a8-356e-4bfb-8f3e-b2fefaf91c27", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.5, "x": 0.04, "y": 0.08 }, "kind": "title", "text": "What are the most noteworthy technologies? (continued)", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:39.52+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "08b816b7-0750-4677-8fd5-3eea83a71397", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 100, "type": "setup", "function": "compare_options", "rawType": "comparison_table", "block": null, "metadata": { "slideType": "comparison_table", "slideTypeCanon": { "name": "Comparison table", "slug": "comparison_table", "status": "active", "canonId": "019de52d-0a06-73f8-8813-fe022fab1de2", "version": 1, "description": null }, "function": "compare_options", "functionCanon": { "name": "Compare options", "slug": "compare_options", "status": "active", "canonId": "019de52d-167f-7038-aebc-70a9d2e0e33b", "version": 1, "description": null }, "density": "balanced", "densityScore": 41, "componentCount": 5, "textChars": 645, "nDataPoints": 0, "notes": null, "elementsJson": [ "headline_text", "comparison_table", "icon_grid" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:37.909+00", "seconds": 2.433, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/100", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-100", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "Privacy engineering governs data privacy protection, while XAI builds trust in AI models", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:37+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3bb-700a-9d96-053ce102ff35", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.7, "x": 0.04, "y": 0.95 }, "kind": "source-note", "text": "Source: Alejandro Barredo Arrieta et al., “Explainable artificial intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI,” Information Fusion, Volume 58, June 2020; Katherine Miller, “Should AI models be explainable? That depends,” Stanford University Human-Centered Artificial Intelligence, Mar 16, 2021; McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:37.909+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d6a8077b-8369-4158-bb57-7140e5708d06", "parentComponentId": null }, { "bbox": { "h": 0.65, "w": 0.92, "x": 0.04, "y": 0.25 }, "kind": "table", "text": "Privacy engineering vs Explainable AI comparison table", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:37.909+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "97ac36d0-301e-479f-a45b-80d8ebb4f1e6", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.7, "x": 0.04, "y": 0.17 }, "kind": "title", "text": "Privacy engineering governs data privacy protection, while XAI builds trust in AI models", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Action title", "slug": "action-title", "status": "active", "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d", "version": 1, "description": null }, "framework": null }, "subkind": "action-title", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:37.909+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8e3df924-13ab-44f1-b7ad-5953a2861382", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.8, "x": 0.04, "y": 0.08 }, "kind": "title", "text": "What are the most noteworthy technologies? (continued)", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:37.909+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "789f7814-027d-4244-8363-d2b6ad7cb0bd", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 101, "type": "analysis", "title": "The slide uses a table-like structure to map industries to specific impacts of digital-trust technologies.", "function": "summarize", "rawType": "industry_trends", "block": null, "metadata": { "slideType": "industry_trends", "slideTypeCanon": { "name": "Industry trends", "slug": "industry_trends", "status": "active", "canonId": "019de52d-0b1d-7705-a0e0-c663199cd1fa", "version": 1, "description": null }, "function": "summarize", "functionCanon": { "name": "Summarize", "slug": "summarize", "status": "active", "canonId": "019de52d-1541-704f-b86f-bf7b75056373", "version": 1, "description": null }, "density": "balanced", "densityScore": 43, "componentCount": 5, "textChars": 699, "nDataPoints": 0, "notes": "The slide uses a table-like structure to map industries to specific impacts of digital-trust technologies.", "elementsJson": [ "headline_text", "paragraph", "comparison_table", "photo", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:38.922+00", "seconds": 3.343, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/101", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-101", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "Information technology and electronics and financial services are leading adoption, followed by industries managing highly sensitive and regulated data (eg, healthcare, retail)", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:37+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3bb-700a-9d95-b7e72de9b25e", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.92, "x": 0.04, "y": 0.16 }, "kind": "paragraph", "text": "Digital-trust technologies could affect all industries leveraging digital technology via reduced risk. Information technology and electronics and financial services are leading adoption, followed by industries managing highly sensitive and regulated data (eg, healthcare, retail)", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:38.922+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "909e7547-5b4e-4a5c-8cfe-9caaf94ddbdf", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.3, "x": 0.04, "y": 0.92 }, "kind": "source-note", "text": "Not exhaustive; focused on industries leading business adoption. Source: McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:38.922+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d6a4f56e-92c5-4c3b-bedd-89976abe27b7", "parentComponentId": null }, { "bbox": { "h": 0.6, "w": 0.92, "x": 0.04, "y": 0.3 }, "kind": "table", "text": "Industry affected and Impact from technology trend for IT, Financial Services, Healthcare, and Retail.", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:38.922+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7e4dcc33-dc33-4aca-a68e-36caedb5ea21", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.5, "x": 0.04, "y": 0.08 }, "kind": "title", "text": "What industries could be most affected by the trend?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:38.922+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9634673a-a431-4d2c-808c-a409f1a16388", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 102, "type": "analysis", "title": "The slide uses a list-based table format to map industries to specific technology impacts.", "function": "summarize", "rawType": "industry_trends", "block": null, "metadata": { "slideType": "industry_trends", "slideTypeCanon": { "name": "Industry trends", "slug": "industry_trends", "status": "active", "canonId": "019de52d-0b1d-7705-a0e0-c663199cd1fa", "version": 1, "description": null }, "function": "summarize", "functionCanon": { "name": "Summarize", "slug": "summarize", "status": "active", "canonId": "019de52d-1541-704f-b86f-bf7b75056373", "version": 1, "description": null }, "density": "balanced", "densityScore": 34, "componentCount": 5, "textChars": 447, "nDataPoints": 0, "notes": "The slide uses a list-based table format to map industries to specific technology impacts.", "elementsJson": [ "headline_text", "paragraph", "comparison_table", "icon_grid" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:37.945+00", "seconds": 2.362, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/102", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-102", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "Digital-trust technologies could affect all industries leveraging digital technology via reduced risk.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:37+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3bb-700a-9d95-d310accb24f4", "parentComponentId": null }, { "bbox": { "h": 0.056, "w": 0.695, "x": 0.044, "y": 0.144 }, "kind": "paragraph", "text": "Digital-trust technologies could affect all industries leveraging digital technology via reduced risk. The following industries also demonstrate high value-creation potential from digital-trust technologies.", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:37.945+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b3fec743-f312-4960-998f-1a853f67a9c7", "parentComponentId": null }, { "bbox": { "h": 0.014, "w": 0.145, "x": 0.044, "y": 0.951 }, "kind": "source-note", "text": "Source: McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:37.945+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9235aa91-a641-436d-be9c-a562c79b2567", "parentComponentId": null }, { "bbox": { "h": 0.667, "w": 0.912, "x": 0.044, "y": 0.244 }, "kind": "table", "text": "Industry affected vs Impact from technology trend", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:37.945+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "53ca2058-02b0-429f-bc2e-0bcae39c7f13", "parentComponentId": null }, { "bbox": { "h": 0.035, "w": 0.635, "x": 0.044, "y": 0.083 }, "kind": "title", "text": "What industries could be most affected by the trend? (continued)", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:37.945+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "aea02b3b-4284-4609-b2d0-63087665aa99", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 103, "type": "resolution", "title": "The slide is divided into a white background section for specific technology trends and a dark blue sidebar for overarching risks.", "function": "summarize", "rawType": "key_takeaways", "block": null, "metadata": { "slideType": "key_takeaways", "slideTypeCanon": { "name": "Key takeaways", "slug": "key_takeaways", "status": "active", "canonId": "019de52d-06e7-7674-a891-9f7de3b11b6d", "version": 1, "description": null }, "function": "summarize", "functionCanon": { "name": "Summarize", "slug": "summarize", "status": "active", "canonId": "019de52d-1541-704f-b86f-bf7b75056373", "version": 1, "description": null }, "density": "dense", "densityScore": 70, "componentCount": 8, "textChars": 861, "nDataPoints": 0, "notes": "The slide is divided into a white background section for specific technology trends and a dark blue sidebar for overarching risks.", "elementsJson": [ "headline_text", "icon_grid", "paragraph" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:38.71+00", "seconds": 3.022, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/103", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-103", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "Implementation complexity will be significant given resource requirements, talent scarcity, lack of shared taxonomies, coordination challenges across multiple parties, and required shifts in organizational norms and practices needed to achieve effective deployments.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:38+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3bb-700a-9d96-4b9c51e6be9c", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.25, "x": 0.04, "y": 0.65 }, "kind": "list", "text": "Privacy engineering: Inherent tension between privacy and fairness.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:38.71+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "41c00353-bd67-4486-930e-2dd667631998", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.25, "x": 0.33, "y": 0.65 }, "kind": "list", "text": "Explainable AI: Lack of standardization; Deciphering the 'black box' is challenging.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:38.71+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "906455f2-c19d-4c32-8fdb-b6cd44c2d115", "parentComponentId": null }, { "bbox": { "h": 0.3, "w": 0.25, "x": 0.04, "y": 0.2 }, "kind": "list", "text": "Zero-trust architecture: Long-term effort with incremental progress; Performance efficiency and scalability.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:38.71+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "dffce7c9-7db2-41de-8e6c-d0a800c0f223", "parentComponentId": null }, { "bbox": { "h": 0.3, "w": 0.25, "x": 0.33, "y": 0.2 }, "kind": "list", "text": "Digital identity: Nascent ecosystem; Various dependencies; Concerns over privacy of biometric data.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:38.71+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f4e432cd-214f-4d86-b491-9d0b53bb5e4f", "parentComponentId": null }, { "bbox": { "h": 0.6, "w": 0.3, "x": 0.65, "y": 0.25 }, "kind": "paragraph", "text": "Overarching risks and uncertainties: Implementation complexity, compatibility challenges, evolving regulations, and tensions between privacy and fairness.", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:38.71+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4c46f155-cf67-4698-ae1f-a5b5d5c526f3", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.15, "x": 0.04, "y": 0.95 }, "kind": "source-note", "text": "Source: McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:38.71+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8b199252-277d-46f8-81f5-148bb6bb6388", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.5, "x": 0.04, "y": 0.04 }, "kind": "title", "text": "What should leaders consider when engaging with the trend?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:38.71+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "05a55cf3-20a1-495d-b18d-a5e16f9383b5", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 104, "type": "evidence", "title": "The slide uses a list-based structure to categorize examples by technology domain.", "function": "illustrate_case", "rawType": "client_example", "block": null, "metadata": { "slideType": "client_example", "slideTypeCanon": { "name": "Client example", "slug": "client_example", "status": "active", "canonId": "019de52d-0c87-77cb-9867-613ae22e95ac", "version": 1, "description": null }, "function": "illustrate_case", "functionCanon": { "name": "Illustrate case", "slug": "illustrate_case", "status": "active", "canonId": "019de52d-13b4-772c-bb73-1873612a7463", "version": 1, "description": null }, "density": "dense", "densityScore": 62, "componentCount": 6, "textChars": 1116, "nDataPoints": 1, "notes": "The slide uses a list-based structure to categorize examples by technology domain.", "elementsJson": [ "headline_text", "icon_grid", "paragraph" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:39.554+00", "seconds": 3.606, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/104", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-104", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.65, "w": 0.1, "x": 0.04, "y": 0.25 }, "kind": "image", "text": null, "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Icon grid", "slug": "icon-grid", "status": "active", "canonId": "019de52c-fdfe-749d-9990-1db465a3eed4", "version": 1, "description": null }, "framework": null }, "subkind": "icon-grid", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:39.554+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "fe3bfbae-0bd8-40e2-9050-992795afb0f6", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.92, "x": 0.04, "y": 0.25 }, "kind": "list", "text": "Zero-trust architecture: A Latin American oil and gas company with a small IT estate began maturing its capabilities before establishing a ZTA rollout plan; rollout of the security update occurred on a system-by-system basis, targeting high-risk assets first, with the first full ZTA proof of concept implemented 1 year following rollout start date", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:39.554+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "564d9e6e-56a4-4839-a9f8-25380223ab18", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.92, "x": 0.04, "y": 0.69 }, "kind": "list", "text": "Passwordless identity: Apple has been working toward passwordless sign-ins, such as with Touch ID (ie, thumbprint) and Face ID (ie, facial recognition); As of May 2022, numerous technology companies and service providers, including Google and Microsoft, are working with the FIDO Alliance and World Wide Web Consortium to support passwordless sign-in standards", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:39.554+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6db45f08-024c-49f1-9bc2-8db543373186", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.92, "x": 0.04, "y": 0.47 }, "kind": "list", "text": "Self-sovereign identity: BankID is a digital-identification service providing users in Sweden a single source of ID through their mobile phones; with BankID, users can make payments, participate in financial services, log in to government platforms, and access their medical records.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:39.554+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "843ed574-a6be-4c58-8d03-2c7f59353cec", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.2, "x": 0.04, "y": 0.95 }, "kind": "source-note", "text": "Source: Company websites; McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:39.554+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "27150381-523e-47b7-b75c-d1b03b5f4107", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.92, "x": 0.04, "y": 0.05 }, "kind": "title", "text": "Who has successfully created impact with trust architectures and digital identity?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:39.554+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b9ffa588-76c5-4afc-bbf1-c92614783abf", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 105, "type": "analysis", "title": "The slide uses a numbered list format to structure complex industry debates.", "function": "frame_problem", "rawType": "industry_trends", "block": null, "metadata": { "slideType": "industry_trends", "slideTypeCanon": { "name": "Industry trends", "slug": "industry_trends", "status": "active", "canonId": "019de52d-0b1d-7705-a0e0-c663199cd1fa", "version": 1, "description": null }, "function": "frame_problem", "functionCanon": { "name": "Frame problem", "slug": "frame_problem", "status": "active", "canonId": "019de52d-13db-753e-ad70-e9b2d0dab398", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 86, "componentCount": 9, "textChars": 1957, "nDataPoints": 1, "notes": "The slide uses a numbered list format to structure complex industry debates.", "elementsJson": [ "headline_text", "numbered_list", "paragraph", "photo", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:41.856+00", "seconds": 5.492, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/105", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-105", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "In one study, 97% of people surveyed expressed concern that businesses and the government might misuse their data.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:39+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3bb-700a-9d96-8a608bd70776", "parentComponentId": null }, { "bbox": { "h": 0.35, "w": 0.25, "x": 0.05, "y": 0.55 }, "kind": "image", "text": null, "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Illustration", "slug": "illustration", "status": "active", "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615", "version": 1, "description": null }, "framework": null }, "subkind": "illustration", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:41.856+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "28bf3e0a-6584-4311-a00c-2429812c6390", "parentComponentId": null }, { "bbox": { "h": 0.7, "w": 0.15, "x": 0.32, "y": 0.1 }, "kind": "list", "text": "1. Stakeholder expectations\n2. Data and privacy regulation\n3. Risk area identification", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Numbered list", "slug": "numbered", "status": "active", "canonId": "019de52c-fcc0-7718-a284-a4250c805df2", "version": 1, "description": null }, "framework": null }, "subkind": "numbered", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:41.856+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8b50bfe9-f683-45b8-a826-2ea61d3ca24c", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.48, "x": 0.48, "y": 0.1 }, "kind": "paragraph", "text": "How are the expectations of customers, employees, and communities changing in terms of data (especially privacy), transparency and outcomes of analytics, and technology security and resilience? As new technologies seek to personalize the user experience, stakeholders will expect a balance between privacy (a priority that calls for not collecting demographic data) and fairness (a priority that can use demographic data to test for and correct biases). In one study, 97% of people surveyed expressed concern that businesses and the government might misuse their data.", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:41.856+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "3bb85867-6718-4788-9f00-f6b88f2e328d", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.48, "x": 0.48, "y": 0.7 }, "kind": "paragraph", "text": "Where are companies typically most exposed to digital and analytics risk? Improperly-decommissioned legacy systems, breaches to 3rd-party partners, and poorly configured database links, for example, are vulnerabilities that hackers can exploit. The right risk-management approach will require companies to define a mature enterprise-risk framework and conduct formal, holistic risk assessments tailored to their individual systems.", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:41.856+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "47c76ff7-e54f-44ea-978a-b939618c018f", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.48, "x": 0.48, "y": 0.4 }, "kind": "paragraph", "text": "How do regulators reconcile past standards with rising technologies that have inherent conflicts? Existing data privacy regulations can be at odds with emerging Web3 technologies. For example, the “right to be forgotten” from the General Data Protection Regulation in the EU enforces people’s right to have their data deleted. Storing data on the blockchain, however, creates the potential for an immutable ledger from which past data cannot be “deleted.”", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:41.856+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9810e6f2-6f8b-4ac9-a205-9c2e9a02cf9f", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.25, "x": 0.05, "y": 0.35 }, "kind": "paragraph", "text": "Development of digital trust depends on other trending technologies and the overall ecosystem, raising questions about its path forward.", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:41.856+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b12b1c52-dfe7-46a2-acb0-f1f9f1a9f07b", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.6, "x": 0.35, "y": 0.95 }, "kind": "source-note", "text": "1Theodore Forbath et al., “Customer data: Designing for transparency and trust,” Harvard Business Review, May 2015.", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:41.856+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6d12ca7d-9a43-4690-b023-3d4bcc5b357f", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.25, "x": 0.05, "y": 0.1 }, "kind": "title", "text": "What are some topics of debate related to the trend?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:41.856+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "de08230c-3e80-49bb-ad6c-5de0b46b2062", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 106, "type": "appendix", "function": "appendix", "rawType": "appendix", "block": null, "metadata": { "slideType": "appendix", "slideTypeCanon": { "name": "Appendix", "slug": "appendix", "status": "active", "canonId": "019de52d-0762-71f8-b564-89ab863301cc", "version": 1, "description": null }, "function": "appendix", "functionCanon": { "name": "Appendix", "slug": "appendix", "status": "active", "canonId": "019de52d-138d-750b-83c3-49b4bc7a7a38", "version": 1, "description": null }, "density": "sparse", "densityScore": 15, "componentCount": 3, "textChars": 274, "nDataPoints": 0, "notes": null, "elementsJson": [ "bullet_list" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:39.682+00", "seconds": 3.299, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/106", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-106", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.167, "w": 0.436, "x": 0.044, "y": 0.503 }, "kind": "list", "text": "Related reading: Getting to know—and manage—your biggest AI risks, Derisking digital and analytics transformations, Cybersecurity trends: Looking over the horizon", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:39.682+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2e7c2f9b-f5e1-431c-bdef-51d4bffcb287", "parentComponentId": null }, { "bbox": { "h": 0.111, "w": 0.333, "x": 0.044, "y": 0.258 }, "kind": "list", "text": "Knowledge centers: McKinsey Risk and Resilience Practice, McKinsey Technology: Cybersecurity", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:39.682+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "3a54fb34-7aab-413c-bcbc-46970361d3a1", "parentComponentId": null }, { "bbox": { "h": 0.038, "w": 0.325, "x": 0.044, "y": 0.083 }, "kind": "title", "text": "Additional resources", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:39.682+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "926de052-cb02-4626-91d3-c0952ac57053", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 107, "type": "setup", "function": "front_matter", "rawType": "cover", "block": null, "metadata": { "slideType": "cover", "slideTypeCanon": { "name": "Cover", "slug": "cover", "status": "active", "canonId": "019de52d-05f2-729d-9f93-e0504f0a2410", "version": 1, "description": null }, "function": "front_matter", "functionCanon": { "name": "Front matter", "slug": "front_matter", "status": "active", "canonId": "019de52d-133d-73f0-9e26-201eda96b098", "version": 1, "description": null }, "density": "sparse", "densityScore": 20, "componentCount": 5, "textChars": 127, "nDataPoints": 0, "notes": null, "elementsJson": [ "logo_grid", "headline_text" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:39.119+00", "seconds": 2.661, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/107", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-107", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.08, "w": 0.15, "x": 0.05, "y": 0.05 }, "kind": "image", "text": "McKinsey & Company logo", "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Logo", "slug": "logo", "status": "active", "canonId": "019de52c-fdaf-743d-94c4-d7c6a0e55302", "version": 1, "description": null }, "framework": null }, "subkind": "logo", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:39.119+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e8364209-457a-4a4f-9b21-360de8fd8af0", "parentComponentId": null }, { "bbox": { "h": 0.6, "w": 0.5, "x": 0.5, "y": 0.4 }, "kind": "image", "text": "Hands holding a tablet displaying financial charts", "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Photo", "slug": "photo", "status": "active", "canonId": "019de52c-fd37-757f-b4a8-ca26d4888875", "version": 1, "description": null }, "framework": null }, "subkind": "photo", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:39.119+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6e2cb9ee-4c0b-4f2f-bee3-9b3e09b52c84", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.1, "x": 0.05, "y": 0.65 }, "kind": "paragraph", "text": "August 2022", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:39.119+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "309748d0-ee1f-4b6c-a967-b762ff96155e", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.4, "x": 0.05, "y": 0.2 }, "kind": "title", "text": "McKinsey Technology Trends Outlook 2022", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:39.119+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1eee640d-6c87-40a3-918c-ce231cfb65af", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.1, "x": 0.05, "y": 0.55 }, "kind": "title", "text": "Web3", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Subtitle", "slug": "subtitle", "status": "active", "canonId": "019de52c-fb09-739d-900c-815b0d9ac526", "version": 1, "description": null }, "framework": null }, "subkind": "subtitle", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:39.119+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7195a643-9021-4cc2-b7cc-051e94cc3b98", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 108, "type": "setup", "title": "The slide uses a split-screen layout to contrast the current state (Web2) with the emerging state (Web3).", "function": "compare_options", "rawType": "comparison_table", "block": null, "metadata": { "slideType": "comparison_table", "slideTypeCanon": { "name": "Comparison table", "slug": "comparison_table", "status": "active", "canonId": "019de52d-0a06-73f8-8813-fe022fab1de2", "version": 1, "description": null }, "function": "compare_options", "functionCanon": { "name": "Compare options", "slug": "compare_options", "status": "active", "canonId": "019de52d-167f-7038-aebc-70a9d2e0e33b", "version": 1, "description": null }, "density": "dense", "densityScore": 61, "componentCount": 7, "textChars": 791, "nDataPoints": 0, "notes": "The slide uses a split-screen layout to contrast the current state (Web2) with the emerging state (Web3).", "elementsJson": [ "headline_text", "paragraph", "comparison_table", "photo" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:51.746+00", "seconds": 15.208, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/108", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-108", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "Web3 includes platforms and applications that enable shifts toward a future, decentralized internet with open standards and protocols while protecting digital ownership rights, providing users greater data ownership and control over how their data is monetized, and catalyzing new business models.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:45+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3bb-700a-9d99-4a3e75db938c", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.2, "x": 0.15, "y": 0.28 }, "kind": "image", "text": "Web2 illustration", "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Illustration", "slug": "illustration", "status": "active", "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615", "version": 1, "description": null }, "framework": null }, "subkind": "illustration", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:51.746+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c802dc63-49b6-41b8-bb71-3cf33a4d712f", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.2, "x": 0.55, "y": 0.25 }, "kind": "image", "text": "Web3 illustration", "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Illustration", "slug": "illustration", "status": "active", "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615", "version": 1, "description": null }, "framework": null }, "subkind": "illustration", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:51.746+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c9f6b78c-2fd5-40a2-95ba-bd18adf2c8fb", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.4, "x": 0.05, "y": 0.17 }, "kind": "paragraph", "text": "Web3 includes platforms and applications that enable shifts toward a future, decentralized internet with open standards and protocols while protecting digital ownership rights, providing users greater data ownership and control over how their data is monetized, and catalyzing new business models", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:51.746+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c7faa4fa-a10b-410d-956c-da63b3217b8b", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.2, "x": 0.05, "y": 0.95 }, "kind": "source-note", "text": "Source: Expert input; McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:51.746+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a6d73b86-bd06-4432-91f3-2a65a5ad2ab9", "parentComponentId": null }, { "bbox": { "h": 0.45, "w": 0.9, "x": 0.05, "y": 0.45 }, "kind": "table", "text": "Comparison table of Web2 vs Web3 across Highlights, Business model, and Technical infrastructure", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:51.746+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "97831b27-cd60-4cc5-aee9-b9ea3dd8dbd6", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.4, "x": 0.05, "y": 0.08 }, "kind": "title", "text": "What is the tech trend about?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:51.746+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "52a54ae6-8b14-48f2-9ff4-6dfabc48fd5b", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "ea178160-d693-4cfc-aaa5-cf85cdb5286a", "evidence": "Side-by-side comparison of Web2 and Web3 attributes", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 19:18:51.746+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 108, "frameworkName": "comparison_frame" } ], "arcBeats": [], "loops": [], "locked": true }, { "page": 109, "type": "setup", "title": "The slide uses a horizontal list of five pillars to explain the strategic importance of Web3.", "function": "summarize", "rawType": "key_messages", "block": null, "metadata": { "slideType": "key_messages", "slideTypeCanon": { "name": "Key messages", "slug": "key_messages", "status": "active", "canonId": "019de52d-0712-703f-89f5-bda6688faf3f", "version": 1, "description": null }, "function": "summarize", "functionCanon": { "name": "Summarize", "slug": "summarize", "status": "active", "canonId": "019de52d-1541-704f-b86f-bf7b75056373", "version": 1, "description": null }, "density": "balanced", "densityScore": 41, "componentCount": 5, "textChars": 648, "nDataPoints": 0, "notes": "The slide uses a horizontal list of five pillars to explain the strategic importance of Web3.", "elementsJson": [ "headline_text", "paragraph", "icon_grid" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:39.1+00", "seconds": 2.489, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/109", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-109", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "Web3 is based on a more decentralized, community-governed set of protocols that could represent a paradigm shift of authority and ownership to individuals with potentially far-reaching implications.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:39+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3bb-700a-9d97-268d10762942", "parentComponentId": null }, { "bbox": { "h": 0.55, "w": 0.92, "x": 0.04, "y": 0.3 }, "kind": "list", "text": "Disruption of existing business models; Rapid innovation through open protocols; Increased access and inclusion; Opportunity to build new infrastructure; Unified customer experience", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:39.1+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "32310f86-aae2-44af-a77e-ca7bb400fc7a", "parentComponentId": null }, { "bbox": { "h": 0.07, "w": 0.92, "x": 0.04, "y": 0.18 }, "kind": "paragraph", "text": "Web3 is based on a more decentralized, community-governed set of protocols that could represent a paradigm shift of authority and ownership to individuals with potentially far-reaching implications", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:39.1+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2be740d4-cd7c-4a27-8b18-1d0dd9b74168", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.2, "x": 0.04, "y": 0.95 }, "kind": "source-note", "text": "Source: Expert input; McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:39.1+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "77eb65e1-d029-49a6-8b91-0a17f9bb64c7", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.4, "x": 0.04, "y": 0.08 }, "kind": "title", "text": "Why should leaders pay attention?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:39.1+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9374f945-3ed2-4f14-9774-13a6f931e2a8", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 110, "type": "analysis", "title": "The slide uses a combination of a line chart for talent and a bar chart for capital to show growth trends.", "function": "quantify_impact", "rawType": "industry_trends", "block": null, "metadata": { "slideType": "industry_trends", "slideTypeCanon": { "name": "Industry trends", "slug": "industry_trends", "status": "active", "canonId": "019de52d-0b1d-7705-a0e0-c663199cd1fa", "version": 1, "description": null }, "function": "quantify_impact", "functionCanon": { "name": "Quantify impact", "slug": "quantify_impact", "status": "active", "canonId": "019de52d-1630-720d-b57d-fa7f76bebd8d", "version": 1, "description": null }, "density": "dense", "densityScore": 71, "componentCount": 9, "textChars": 480, "nDataPoints": 14, "notes": "The slide uses a combination of a line chart for talent and a bar chart for capital to show growth trends.", "elementsJson": [ "headline_text", "paragraph", "line_chart", "bar_chart_vertical", "big_number", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:39.911+00", "seconds": 3.22, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/110", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-110", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "Talent and investment have rapidly increased in the past year, with continued expectations of long-term growth", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:39+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3bb-700a-9d97-5ef036db390e", "parentComponentId": null }, { "bbox": { "h": 0.3, "w": 0.45, "x": 0.51, "y": 0.4 }, "kind": "chart", "text": "PE and VC investments in Web3 deals, 2017-21", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Vertical bar chart", "slug": "bar-vertical", "status": "active", "canonId": "019de52c-fe9d-70f2-b3b7-a9ae294f5917", "version": 1, "description": null }, "framework": null }, "subkind": "bar-vertical", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:39.911+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "08d5a8fb-d49e-4f6e-bf19-82c46c86ed2b", "parentComponentId": null }, { "bbox": { "h": 0.3, "w": 0.45, "x": 0.04, "y": 0.4 }, "kind": "chart", "text": "Number of developers contributing to Web3 projects, 2015-21", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Line chart", "slug": "line", "status": "active", "canonId": "019de52c-ff62-778f-8f6c-a952ceae8677", "version": 1, "description": null }, "framework": null }, "subkind": "line", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:39.911+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0f49e340-7c1a-4406-8c13-9ed2211f7f1b", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.15, "x": 0.65, "y": 0.75 }, "kind": "metric", "text": "~70% per year", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": null, "subkind": { "name": "Big number", "slug": "big-number", "status": "active", "canonId": "019de52c-fc70-70c8-b965-0584548a9204", "version": 1, "description": null }, "framework": null }, "subkind": "big-number", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:39.911+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0fe1d6b3-d130-4b03-86ff-4f44a8d69ddc", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.15, "x": 0.2, "y": 0.75 }, "kind": "metric", "text": ">34,000", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": null, "subkind": { "name": "Big number", "slug": "big-number", "status": "active", "canonId": "019de52c-fc70-70c8-b965-0584548a9204", "version": 1, "description": null }, "framework": null }, "subkind": "big-number", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:39.911+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7cb30b94-efff-4271-af65-b628c162111a", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "Web3 investment growth: ~70%", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": { "name": "Quantification", "slug": "quantification", "status": "active", "bestFor": null, "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88", "version": 1, "bodyDocId": null, "description": "Translating a claim into numbers, charts, or tables.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:39+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3bb-700a-9d97-63b13744cb80", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.9, "x": 0.04, "y": 0.2 }, "kind": "paragraph", "text": "Talent and investment have rapidly increased in the past year, with continued expectations of long-term growth", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:39.911+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a163487e-b1fb-4d7d-8b1f-f78670c4ae65", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.3, "x": 0.04, "y": 0.95 }, "kind": "source-note", "text": "Source: Dovemetrics; Electric Capital; GitHub; PitchBook; The Block Research", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:39.911+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "cb07b28d-c05c-4915-9a7c-8cdefb213db0", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.4, "x": 0.04, "y": 0.08 }, "kind": "title", "text": "Why is there enthusiasm for Web3?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:39.911+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "06e0a19d-9585-4d27-a1ca-8bd9b1a63697", "parentComponentId": null } ], "metrics": [ { "metricRaw": "Web3 investment growth", "numberRaw": "~70%", "numberKind": "percent", "actionTitle": "Why is there enthusiasm for Web3?", "calloutText": "Talent and investment have rapidly increased in the past year, with continued expectations of long-term growth", "numberScale": null, "numberValue": 70, "metricFamily": "growth_rate", "numberCurrency": null } ], "tools": [ { "tool": { "name": "AIDA Model", "slug": "aida-model", "status": "active", "bestFor": null, "canonId": "019dd956-86fc-773c-813f-d416714b8413", "version": 1, "bodyDocId": null, "description": "Attention, Interest, Desire, Action - classic persuasion sequence", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "b4626e07-636b-4ada-87bd-73cf1ae7690a", "evidence": "The slide presents a clear attention-grabbing headline, interest-piquing data points, and a call to action to learn more, following the AIDA model (Attention, Interest, Desire, Action)", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 21:17:59.464432+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 110, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 111, "type": "analysis", "title": "Uses a layered framework to distinguish between underlying tech (blockchain, smart contracts, assets) and top-level applications (DeFi, DAO, etc.).", "function": "present_framework", "rawType": "market_landscape", "block": null, "metadata": { "slideType": "market_landscape", "slideTypeCanon": { "name": "Market landscape", "slug": "market_landscape", "status": "active", "canonId": "019de52d-0b6d-75db-a946-9ac362e3afc2", "version": 1, "description": null }, "function": "present_framework", "functionCanon": { "name": "Present framework", "slug": "present_framework", "status": "active", "canonId": "019de52d-1403-7667-9100-d2ac6709f750", "version": 1, "description": null }, "density": "dense", "densityScore": 72, "componentCount": 8, "textChars": 1050, "nDataPoints": 0, "notes": "Uses a layered framework to distinguish between underlying tech (blockchain, smart contracts, assets) and top-level applications (DeFi, DAO, etc.).", "elementsJson": [ "headline_text", "icon_grid", "paragraph", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:40.486+00", "seconds": 3.536, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/111", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-111", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "Web3 can be decomposed by its foundational technologies and applications.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:45+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3bb-700a-9d99-609ab5482761", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.34, "x": 0.16, "y": 0.28 }, "kind": "diagram", "text": "Web3 applications and use cases grid", "attrs": null, "canon": { "kind": { "name": "Diagram", "slug": "diagram", "status": "active", "canonId": "019de52c-f9f0-734a-81de-15382ff28c65", "version": 1, "description": "Schematic or relational diagram." }, "tool": null, "subkind": null, "framework": null }, "subkind": "other", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:40.486+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d48acd56-d512-40d3-9b8f-07664543f433", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.45, "x": 0.52, "y": 0.31 }, "kind": "list", "text": "Applications and use cases built on top of Web3 technologies, including notable use cases in decentralized finance (DeFi), entertainment (art and gaming), and retail, among others. Connection of these virtual experiences is sometimes referred to as the metaverse", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:40.486+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "390ea6b9-695e-4899-9f12-aac7465e0a52", "parentComponentId": null }, { "bbox": { "h": 0.35, "w": 0.45, "x": 0.52, "y": 0.55 }, "kind": "list", "text": "Digital assets: Digitally native intangible items such as native cryptocurrencies, governance tokens, stablecoins, NFTs, and tokenized assets. Smart contracts: Software programs established in immutable code on a blockchain, which are automatically executed when specified conditions are met. Blockchain: Digitally distributed, decentralized data ledger that exists across a network of computers.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:40.486+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e654870e-8302-4ba1-baa8-54e86c8228ef", "parentComponentId": null }, { "bbox": { "h": 0.35, "w": 0.34, "x": 0.16, "y": 0.55 }, "kind": "list", "text": "1. Blockchain, 2. Smart contracts, 3. Digital assets and tokens", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Numbered list", "slug": "numbered", "status": "active", "canonId": "019de52c-fcc0-7718-a284-a4250c805df2", "version": 1, "description": null }, "framework": null }, "subkind": "numbered", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:40.486+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "25dd60ae-495c-4d6c-a430-9901af402b33", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.3, "x": 0.04, "y": 0.94 }, "kind": "source-note", "text": "¹Decentralized finance. ²Nonfungible tokens. Source: Expert input; McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:40.486+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1c28f49e-c523-4f57-9886-bcd0ddfa7d9e", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.5, "x": 0.04, "y": 0.18 }, "kind": "subtitle", "text": "Web3 can be decomposed by its foundational technologies and applications", "attrs": null, "canon": { "kind": { "name": "Subtitle", "slug": "subtitle", "status": "active", "canonId": "82d821ee-2793-42e7-8f16-c6131385a3ce", "version": 1, "description": "Header-zone supporting text near the title (= ex body.description with bbox)." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:40.486+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ab6bafb5-350f-40aa-a679-3cef88145b24", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.6, "x": 0.04, "y": 0.06 }, "kind": "title", "text": "What are the most noteworthy technologies and areas of interest?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:40.486+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a0ae0a12-4612-4b48-befe-fd6ac7efa104", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "2x2 matrix", "slug": "matrix-2x2", "status": "active", "bestFor": null, "canonId": "019dd9e1-50ab-72d1-8afb-3ab0a38e32a8", "version": 1, "bodyDocId": null, "description": "BCG matrix, importance/urgency, any axes-and-quadrants frame.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "e3d83476-1b67-4ae3-9da8-10721eb9cb50", "evidence": "The slide features a grid diagram showing Web3 applications and use cases, which can be interpreted as a 2x2 matrix", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.8, "extraction": { "at": "2026-07-16 21:17:59.534545+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 111, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [ { "matchId": "655ab40b-c144-4dbe-81ac-231d85e1a8a8", "evidence": "The slide explicitly states 'Web3 can be decomposed by its foundational technologies and applications'", "framework": null, "confidence": 1, "extraction": { "at": "2026-05-02 19:18:40.486+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 111, "frameworkName": "decomposition" } ], "arcBeats": [], "loops": [], "locked": true }, { "page": 112, "type": "analysis", "function": "summarize", "rawType": "industry_trends", "block": null, "metadata": { "slideType": "industry_trends", "slideTypeCanon": { "name": "Industry trends", "slug": "industry_trends", "status": "active", "canonId": "019de52d-0b1d-7705-a0e0-c663199cd1fa", "version": 1, "description": null }, "function": "summarize", "functionCanon": { "name": "Summarize", "slug": "summarize", "status": "active", "canonId": "019de52d-1541-704f-b86f-bf7b75056373", "version": 1, "description": null }, "density": "dense", "densityScore": 51, "componentCount": 6, "textChars": 694, "nDataPoints": 0, "notes": null, "elementsJson": [ "headline_text", "subtitle_text", "icon_grid", "paragraph", "callout_box", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:40.152+00", "seconds": 3.181, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/112", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-112", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.25, "w": 0.2, "x": 0.75, "y": 0.58 }, "kind": "callout", "text": "Industries leading adoption include financial services, media and entertainment, retail, and information technology and electronics. Emerging industries include blockchain-based identity, logistics, carbon markets, and public sector", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:40.152+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c702eae4-ad2f-4d15-8668-0cc40f92da5e", "parentComponentId": null }, { "bbox": null, "kind": "callout", "text": "Industries leading adoption include financial services, media and entertainment, retail, and information technology and electronics", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:39+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3bb-700a-9d96-de4b55f9886c", "parentComponentId": null }, { "bbox": { "h": 0.6, "w": 0.9, "x": 0.04, "y": 0.2 }, "kind": "list", "text": "Media and entertainment: Gaming; Retail; Financial services; IT and electronics; Media and entertainment: Digital art and media", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:40.152+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "cdb61f06-aced-4aa6-ad52-014f8164e3e6", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.2, "x": 0.04, "y": 0.95 }, "kind": "source-note", "text": "Source: Expert input; McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:40.152+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "fff79629-2ea8-470c-911c-d87a7b99299d", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.7, "x": 0.04, "y": 0.13 }, "kind": "subtitle", "text": "Many use cases across industries are being identified and built, especially as the tech infrastructure improves", "attrs": null, "canon": { "kind": { "name": "Subtitle", "slug": "subtitle", "status": "active", "canonId": "82d821ee-2793-42e7-8f16-c6131385a3ce", "version": 1, "description": "Header-zone supporting text near the title (= ex body.description with bbox)." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:40.152+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "942550d8-3ce4-4628-9241-0aa21ad0ef3e", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.6, "x": 0.04, "y": 0.08 }, "kind": "title", "text": "What industries are beginning to adopt and shape Web3?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:40.152+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "edb11dcf-979a-4fe8-ab0a-d99cfa7274a5", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "bc3fa617-7c03-4df8-b21c-8612ea395508", "evidence": "The slide presents information in a list/bullet format, making it easy to scan and understand", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 21:17:59.60165+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 112, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 113, "type": "evidence", "title": "The slide uses a split-layout design to contrast positive innovations against potential risks in the gaming sector.", "function": "illustrate_case", "rawType": "case_study", "block": null, "metadata": { "slideType": "case_study", "slideTypeCanon": { "name": "Case study", "slug": "case_study", "status": "active", "canonId": "019de52d-0b95-7344-8090-926f3b8e92c8", "version": 1, "description": null }, "function": "illustrate_case", "functionCanon": { "name": "Illustrate case", "slug": "illustrate_case", "status": "active", "canonId": "019de52d-13b4-772c-bb73-1873612a7463", "version": 1, "description": null }, "density": "dense", "densityScore": 68, "componentCount": 8, "textChars": 790, "nDataPoints": 0, "notes": "The slide uses a split-layout design to contrast positive innovations against potential risks in the gaming sector.", "elementsJson": [ "headline_text", "paragraph", "bullet_list", "icon_grid", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:39.766+00", "seconds": 2.795, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/113", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-113", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "Web3 represents a new business paradigm in the gaming industry's revenue models: from pay-to-play and free-to-play today to play-and-earn.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:39+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3bb-700a-9d96-a9a9667d6c16", "parentComponentId": null }, { "bbox": { "h": 0.45, "w": 0.4, "x": 0.55, "y": 0.48 }, "kind": "list", "text": "High barriers of entry; Low-fidelity gaming experience; Incentive-driven player base; Controversy in the traditional gaming community; Nascency of infrastructure; Regulatory uncertainty", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:39.766+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1ba7fa97-e941-4456-94fc-8659821ace2c", "parentComponentId": null }, { "bbox": { "h": 0.35, "w": 0.4, "x": 0.04, "y": 0.48 }, "kind": "list", "text": "Incentives for players in a play-and-earn model; Distributed ownership opportunities; Community-based development; Different business model for gaming companies", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:39.766+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a5bac8c2-6c9c-4309-955b-317513ea15b5", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.4, "x": 0.04, "y": 0.2 }, "kind": "paragraph", "text": "Web3 represents a new business paradigm in the gaming industry's revenue models: from pay-to-play and free-to-play today to play-and-earn", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:39.766+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "33376c22-8194-4046-b41b-22014f89d29c", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.2, "x": 0.04, "y": 0.95 }, "kind": "source-note", "text": "Source: Expert input; McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:39.766+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c63b37b8-cbc0-4767-916d-befacdc4744a", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.4, "x": 0.55, "y": 0.18 }, "kind": "title", "text": "Media and entertainment: Gaming", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:39.766+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0cee0d69-fc7e-4bca-ac4f-56f007e8cd7c", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.4, "x": 0.04, "y": 0.04 }, "kind": "title", "text": "What are the examples of business disruption that Web3 could cause?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:39.766+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "974de097-bf79-4e3a-815f-6c456053ba16", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.4, "x": 0.55, "y": 0.43 }, "kind": "title", "text": "Potential risks and uncertainties", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:39.766+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b58d1a57-9812-44fe-a296-8d86ea57c8b5", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Problem-Agitate-Solve (PAS)", "slug": "problem-agitate-solve-pas", "status": "active", "bestFor": null, "canonId": "019dd956-869f-7564-8d42-de54ed29ab90", "version": 1, "bodyDocId": null, "description": "Identify problem, agitate the pain, present the solution", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "c624092f-119b-4ad5-a79b-0571917f94ad", "evidence": "The slide highlights problems in the gaming industry and presents Web3 as a potential solution", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.6, "extraction": { "at": "2026-07-16 21:17:59.668793+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 113, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 114, "type": "analysis", "title": "The slide is split into two columns: left for innovations and right for risks, specifically focusing on the retail industry.", "function": "diagnose", "rawType": "industry_trends", "block": null, "metadata": { "slideType": "industry_trends", "slideTypeCanon": { "name": "Industry trends", "slug": "industry_trends", "status": "active", "canonId": "019de52d-0b1d-7705-a0e0-c663199cd1fa", "version": 1, "description": null }, "function": "diagnose", "functionCanon": { "name": "Diagnose", "slug": "diagnose", "status": "active", "canonId": "019de52d-1657-7223-acc5-7437d878c850", "version": 1, "description": null }, "density": "dense", "densityScore": 61, "componentCount": 7, "textChars": 792, "nDataPoints": 0, "notes": "The slide is split into two columns: left for innovations and right for risks, specifically focusing on the retail industry.", "elementsJson": [ "headline_text", "bullet_list", "icon_grid" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:43.85+00", "seconds": 6.849, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/114", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-114", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "In retail, engagement channels and data ownership will shift away from business-centric to consumer-centric", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:39+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3bb-700a-9d96-fb382b26d54f", "parentComponentId": null }, { "bbox": { "h": 0.35, "w": 0.42, "x": 0.54, "y": 0.48 }, "kind": "list", "text": "Unclear long-term viability of specific digital assets... Immature user experience and security... Considerations on how to retain control over brand identity... Evolving regulatory environment...", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:43.85+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "506aa3db-31d5-4867-b95e-9c329f201b6c", "parentComponentId": null }, { "bbox": { "h": 0.35, "w": 0.45, "x": 0.04, "y": 0.48 }, "kind": "list", "text": "New model for consumer data ownership and access... New channels and methods for customer acquisition... New product categories... New digital environments... New value exchange models... Provable authenticity...", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:43.85+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "95bc954c-bc24-490e-88e6-fd8a31f7b745", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.45, "x": 0.04, "y": 0.2 }, "kind": "paragraph", "text": "In retail, engagement channels and data ownership will shift away from business-centric to consumer-centric", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:43.85+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f488d1d2-9bdb-45dd-8a9d-17ae63f4b72d", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.45, "x": 0.04, "y": 0.92 }, "kind": "source-note", "text": "¹The EU's General Data Protection Regulation. Source: Expert input; McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:43.85+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5e0dc946-0772-4ee6-9adf-843b8d7dbb7e", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.05, "x": 0.91, "y": 0.18 }, "kind": "title", "text": "Retail", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:43.85+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a74c798f-df56-4fb6-a654-37a3e665465f", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.45, "x": 0.04, "y": 0.04 }, "kind": "title", "text": "What are the examples of business disruption that Web3 could cause? (continued)", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:43.85+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c0d17899-c253-4ef8-b892-e482a68d748e", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Before-After-Bridge", "slug": "before-after-bridge", "status": "active", "bestFor": null, "canonId": "019dd956-8604-7188-883f-42370288ad05", "version": 1, "bodyDocId": null, "description": "Narrative structure: Paint the before, show the after, explain the bridge", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "5090f993-0ace-4b48-838d-c19a6c13f5a7", "evidence": "The slide describes a potential future state for retail with Web3, implying a before-after scenario", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.6, "extraction": { "at": "2026-07-16 21:17:59.740588+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 114, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 115, "type": "analysis", "title": "The slide uses a split-screen layout to contrast positive innovations against negative risks and uncertainties.", "function": "diagnose", "rawType": "industry_trends", "block": null, "metadata": { "slideType": "industry_trends", "slideTypeCanon": { "name": "Industry trends", "slug": "industry_trends", "status": "active", "canonId": "019de52d-0b1d-7705-a0e0-c663199cd1fa", "version": 1, "description": null }, "function": "diagnose", "functionCanon": { "name": "Diagnose", "slug": "diagnose", "status": "active", "canonId": "019de52d-1657-7223-acc5-7437d878c850", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 75, "componentCount": 9, "textChars": 904, "nDataPoints": 0, "notes": "The slide uses a split-screen layout to contrast positive innovations against negative risks and uncertainties.", "elementsJson": [ "headline_text", "bullet_list", "icon_grid" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:40.566+00", "seconds": 3.364, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/115", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-115", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "Web3 offers the promise of decentralization and potential disintermediation throughout financial services, offering better price and generating cost efficiencies.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:39+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3bb-700a-9d97-3a54651dca4e", "parentComponentId": null }, { "bbox": { "h": 0.45, "w": 0.45, "x": 0.04, "y": 0.45 }, "kind": "list", "text": "Greater cost efficiency through employing smart contracts... Interest revenues and trading fees returned to users... Broader investor base... Greater transparency... Low credit risk... Facility for providing always-on financial services", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:40.566+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "870d24e1-e23c-415c-b155-0e8c1225f521", "parentComponentId": null }, { "bbox": { "h": 0.45, "w": 0.42, "x": 0.54, "y": 0.45 }, "kind": "list", "text": "Unsettled regulatory picture... Limited or absent consumer protections... Immature user experience... Security concerns... Nascent technology, lacking traditional data privacy", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:40.566+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ac01bac6-520d-4fe7-978b-7f2cc3b349e5", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.45, "x": 0.04, "y": 0.2 }, "kind": "paragraph", "text": "Web3 offers the promise of decentralization and potential disintermediation throughout financial services, offering better price and generating cost efficiencies", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:40.566+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "fca580c2-2b4f-4d6f-94d4-2391212fa9fd", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.2, "x": 0.04, "y": 0.95 }, "kind": "source-note", "text": "Source: Expert input; McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:40.566+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "088be006-b268-4cb6-8b65-096a830ff910", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.25, "x": 0.54, "y": 0.4 }, "kind": "title", "text": "Risks and uncertainties", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:40.566+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7e697f13-8bfe-4817-b6e2-422e5176f83d", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.12, "x": 0.84, "y": 0.18 }, "kind": "title", "text": "Financial services", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:40.566+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "840f55f2-23d0-4a2b-be9d-a7991bd1a8d7", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.45, "x": 0.04, "y": 0.04 }, "kind": "title", "text": "What are the examples of business disruption that Web3 could cause? (continued)", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:40.566+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d2ef5339-f899-4103-ac3e-853faa31a1c2", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.15, "x": 0.04, "y": 0.4 }, "kind": "title", "text": "Innovations", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:40.566+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ff0c623a-2a6c-4bd9-bc4e-1d85c532aa22", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Analytical method", "slug": "analytical-method", "status": "active", "bestFor": null, "canonId": "b42c4911-7946-49b5-951c-5f3d23f4e2bd", "version": 1, "bodyDocId": null, "description": "Diagnostic / structuring methods (5-whys, fishbone, issue tree, hypothesis-driven).", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "f693f95f-61a3-4b9f-9022-ce630817328f", "evidence": "The slide presents a detailed analysis of Web3's potential impact on financial services, including benefits and risks", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 21:17:59.809655+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 115, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 116, "type": "tension", "title": "The slide uses a 3x2 grid layout to present distinct categories of uncertainty.", "function": "frame_problem", "rawType": "problem_statement", "block": null, "metadata": { "slideType": "problem_statement", "slideTypeCanon": { "name": "Problem statement", "slug": "problem_statement", "status": "active", "canonId": "019de52d-0879-768d-bba8-8da8a5a121d4", "version": 1, "description": null }, "function": "frame_problem", "functionCanon": { "name": "Frame problem", "slug": "frame_problem", "status": "active", "canonId": "019de52d-13db-753e-ad70-e9b2d0dab398", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 83, "componentCount": 10, "textChars": 941, "nDataPoints": 1, "notes": "The slide uses a 3x2 grid layout to present distinct categories of uncertainty.", "elementsJson": [ "headline_text", "bullet_list", "icon_grid" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:45.577+00", "seconds": 8.103, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/116", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-116", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.6, "w": 0.5, "x": 0.04, "y": 0.23 }, "kind": "image", "text": null, "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Icon grid", "slug": "icon-grid", "status": "active", "canonId": "019de52c-fdfe-749d-9990-1db465a3eed4", "version": 1, "description": null }, "framework": null }, "subkind": "icon-grid", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:45.577+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "51b21336-cfcf-4d7c-8203-c5d30424bdc0", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.3, "x": 0.13, "y": 0.54 }, "kind": "list", "text": "User experience and value proposition of Web3 alternatives compared with incumbent systems are often either poor, unclear, or poorly understood.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:45.577+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "038dce55-3829-4d59-a282-4147fc354914", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.3, "x": 0.13, "y": 0.235 }, "kind": "list", "text": "Evolving regulation as authorities choose approaches to governing issues such as consumer and investor protection, asset classification, and AML standards.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:45.577+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9b068618-a08b-4bf7-a188-f78b420d0f49", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.3, "x": 0.59, "y": 0.73 }, "kind": "list", "text": "Sustainability differences among Web3 platforms—relative to conventional alternatives—are shifting, given the high-energy consumption of older systems.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:45.577+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9b327c6e-5c91-49b9-8f63-e3a53c775b27", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.3, "x": 0.59, "y": 0.54 }, "kind": "list", "text": "Robustness of new technologies that depend on code or data is improving but has experienced some notable failures.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:45.577+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a96a7774-a069-4f76-a21c-17e8939860a4", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.3, "x": 0.59, "y": 0.235 }, "kind": "list", "text": "Consumer protection is increasingly becoming a focal point for regulators, especially during times of failure of several nascent Web3 projects.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:45.577+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "bb69a8e5-64fc-4369-9ab9-ae42b623c3a1", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.3, "x": 0.13, "y": 0.73 }, "kind": "list", "text": "Ecosystem infrastructure is nascent and will continue to mature as business models and value chains are tested and refined or discarded.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:45.577+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "cbf75464-ecd6-4aed-937d-95039623c924", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.1, "x": 0.04, "y": 0.95 }, "kind": "source-note", "text": "Source: McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:45.577+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "49bac247-2dfe-4e2b-9400-aa283a5bcea0", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.1, "x": 0.04, "y": 0.18 }, "kind": "subtitle", "text": "Nonexhaustive", "attrs": null, "canon": { "kind": { "name": "Subtitle", "slug": "subtitle", "status": "active", "canonId": "82d821ee-2793-42e7-8f16-c6131385a3ce", "version": 1, "description": "Header-zone supporting text near the title (= ex body.description with bbox)." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:45.577+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "903d9621-044a-4425-b907-851f669351cb", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.6, "x": 0.04, "y": 0.07 }, "kind": "title", "text": "What are some broader uncertainties affecting Web3 adoption?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:45.577+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "37cf5dd7-6aa7-408b-839e-bd6bb272e0d4", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Issue Tree", "slug": "issue-tree", "status": "active", "bestFor": null, "canonId": "019dd956-82e3-775d-a2b6-318154564b53", "version": 1, "bodyDocId": null, "description": "Breaking down a problem into component parts systematically", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Architect", "layer": "slide", "agents": [ "Architect" ], "matchId": "e6860121-1df2-4666-95b6-263b8565f7e2", "evidence": "The slide presents a list of uncertainties and risks associated with Web3 adoption, which can be seen as an issue tree", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.6, "extraction": { "at": "2026-07-16 21:17:59.877355+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 116, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 117, "type": "resolution", "title": "The slide uses a Venn diagram to illustrate the intersection of three strategic pillars.", "function": "recommend", "rawType": "recommendation", "block": null, "metadata": { "slideType": "recommendation", "slideTypeCanon": { "name": "Recommendation", "slug": "recommendation", "status": "active", "canonId": "019de52d-0c35-718b-8bbb-772a56a31ecd", "version": 1, "description": null }, "function": "recommend", "functionCanon": { "name": "Recommend", "slug": "recommend", "status": "active", "canonId": "019de52d-1609-764f-9882-9ef3ede71d8b", "version": 1, "description": null }, "density": "dense", "densityScore": 53, "componentCount": 6, "textChars": 781, "nDataPoints": 0, "notes": "The slide uses a Venn diagram to illustrate the intersection of three strategic pillars.", "elementsJson": [ "headline_text", "paragraph", "infographic" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:42.657+00", "seconds": 4.865, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/117", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-117", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.264, "w": 0.304, "x": 0.348, "y": 0.275 }, "kind": "framework", "text": "Venn diagram showing Explore, Partner, and Upskill", "attrs": null, "canon": { "kind": { "name": "Framework", "slug": "framework", "status": "active", "canonId": "019de52c-fa18-77c6-b10a-ccb8277ac0fa", "version": 1, "description": "Named conceptual framework instance." }, "tool": null, "subkind": { "name": "Framework instance", "slug": "instance", "status": "active", "canonId": "019de52d-05a2-72af-be0b-7edc60708a03", "version": 1, "description": null }, "framework": null }, "subkind": "instance", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:42.657+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ca45f205-5e11-4084-93d0-89cc01c0a4b1", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.28, "x": 0.04, "y": 0.228 }, "kind": "paragraph", "text": "Reevaluate your business model, value chain, and industry ecosystem to understand where Web3 disruption may happen. Likewise, keep an eye out for the rise of new competitors and business models in industries leveraging Web3 (eg, stablecoins, cryptocurrency payments) that will challenge the status quo", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:42.657+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2a892b84-180d-4155-add5-680e9ec3a306", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.28, "x": 0.69, "y": 0.525 }, "kind": "paragraph", "text": "Upskill workforce, from leadership to developers, on Web3 and its applicability to the organization's relevant applications. Start experimenting on small pilots and scale as teams learn by doing", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:42.657+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5e8336b7-c5a6-4a53-87f2-ced62eff7170", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.28, "x": 0.04, "y": 0.67 }, "kind": "paragraph", "text": "Partner with Web3 players to facilitate entry into new services and product offerings (eg, branded assets with NFT creator studios, Web3 gaming experiences)", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:42.657+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "87952411-7e9a-4b49-be52-c0662a80492b", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.2, "x": 0.04, "y": 0.95 }, "kind": "source-note", "text": "Source: Expert input; McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:42.657+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "759556e5-d07c-4a0c-815f-7a2b34906be7", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.5, "x": 0.04, "y": 0.08 }, "kind": "title", "text": "How can leaders begin engaging with Web3?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:42.657+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "53e4ec57-cb2c-4191-b4b4-0d28b7dc15d1", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Venn diagram", "slug": "venn-diagram", "status": "active", "bestFor": null, "canonId": "019de52d-1f53-7290-96c8-79388c95fc17", "version": 1, "bodyDocId": null, "description": null, "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "a3e24ff6-4493-46c9-af22-b0fbcef326a9", "evidence": "The slide features a Venn diagram showing three areas of focus for leaders: Explore, Partner, and Upskill", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 21:17:59.944083+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 117, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [ { "matchId": "2a0a1948-ad69-438c-87e6-eb530b5d81f7", "evidence": "Three overlapping circles representing strategic pillars", "framework": null, "confidence": 1, "extraction": { "at": "2026-05-02 19:18:42.657+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 117, "frameworkName": "venn" } ], "arcBeats": [], "loops": [], "locked": true }, { "page": 118, "type": "evidence", "function": "illustrate_case", "rawType": "client_example", "block": null, "metadata": { "slideType": "client_example", "slideTypeCanon": { "name": "Client example", "slug": "client_example", "status": "active", "canonId": "019de52d-0c87-77cb-9867-613ae22e95ac", "version": 1, "description": null }, "function": "illustrate_case", "functionCanon": { "name": "Illustrate case", "slug": "illustrate_case", "status": "active", "canonId": "019de52d-13b4-772c-bb73-1873612a7463", "version": 1, "description": null }, "density": "sparse", "densityScore": 16, "componentCount": 3, "textChars": 194, "nDataPoints": 1, "notes": null, "elementsJson": [ "headline_text", "comparison_table", "icon_grid" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:42.715+00", "seconds": 4.482, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/118", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-118", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.02, "w": 0.15, "x": 0.04, "y": 0.95 }, "kind": "source-note", "text": "Source: Company websites", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:42.715+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b8ef0123-7cb5-4123-9c9d-e60848348dbe", "parentComponentId": null }, { "bbox": { "h": 0.65, "w": 0.92, "x": 0.04, "y": 0.22 }, "kind": "table", "text": "Industry, Example, Description columns with rows for Financial services, Media and entertainment: Gaming, and Retail.", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:42.715+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "43b53e64-72b8-475d-874e-f3c53b026786", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.5, "x": 0.04, "y": 0.08 }, "kind": "title", "text": "Who are industry players leveraging Web3 with impact?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:42.715+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c65dc9bb-a7f9-4ab7-a0fd-ea1ac00fd10d", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Table data", "slug": "table-data", "status": "active", "bestFor": null, "canonId": "019dd9e1-4fab-7168-a82f-b847350a006d", "version": 1, "bodyDocId": null, "description": "Tabular layouts of structured data.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "73ac9635-8de6-4bf4-885f-dafdd04f1b20", "evidence": "The slide presents a table with data on industry players leveraging Web3 with impact", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 21:18:00.012488+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 118, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 119, "type": "tension", "title": "The slide uses a numbered list format to frame strategic questions.", "function": "frame_problem", "rawType": "problem_statement", "block": null, "metadata": { "slideType": "problem_statement", "slideTypeCanon": { "name": "Problem statement", "slug": "problem_statement", "status": "active", "canonId": "019de52d-0879-768d-bba8-8da8a5a121d4", "version": 1, "description": null }, "function": "frame_problem", "functionCanon": { "name": "Frame problem", "slug": "frame_problem", "status": "active", "canonId": "019de52d-13db-753e-ad70-e9b2d0dab398", "version": 1, "description": null }, "density": "sparse", "densityScore": 17, "componentCount": 4, "textChars": 223, "nDataPoints": 0, "notes": "The slide uses a numbered list format to frame strategic questions.", "elementsJson": [ "headline_text", "numbered_list", "paragraph", "illustration" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:41.256+00", "seconds": 3.01, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/119", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-119", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.3, "w": 0.3, "x": 0.04, "y": 0.65 }, "kind": "image", "text": null, "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Illustration", "slug": "illustration", "status": "active", "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615", "version": 1, "description": null }, "framework": null }, "subkind": "illustration", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:41.256+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6be6251b-0c5e-43ac-baa5-b74661381c7f", "parentComponentId": null }, { "bbox": { "h": 0.85, "w": 0.62, "x": 0.35, "y": 0.06 }, "kind": "list", "text": "1. Reliability and sustainability\n2. Patterns of adoption\n3. Enterprise architecture integration\n4. Regulating trust\n5. New models and the metaverse", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Numbered list", "slug": "numbered", "status": "active", "canonId": "019de52c-fcc0-7718-a284-a4250c805df2", "version": 1, "description": null }, "framework": null }, "subkind": "numbered", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:41.256+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6abb8cdf-8f95-4a43-8926-9a58ba3abf45", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.1, "x": 0.18, "y": 0.96 }, "kind": "source-note", "text": "Source: McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:41.256+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a5dfa3d8-735c-4a43-bdea-5d28403bb48a", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.27, "x": 0.04, "y": 0.06 }, "kind": "title", "text": "What are some controversial topics regarding Web3?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:41.256+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "660b1813-cb7f-4168-a79f-f3bebd45d8b4", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 120, "type": "appendix", "function": "appendix", "rawType": "appendix", "block": null, "metadata": { "slideType": "appendix", "slideTypeCanon": { "name": "Appendix", "slug": "appendix", "status": "active", "canonId": "019de52d-0762-71f8-b564-89ab863301cc", "version": 1, "description": null }, "function": "appendix", "functionCanon": { "name": "Appendix", "slug": "appendix", "status": "active", "canonId": "019de52d-138d-750b-83c3-49b4bc7a7a38", "version": 1, "description": null }, "density": "sparse", "densityScore": 6, "componentCount": 2, "textChars": 142, "nDataPoints": 0, "notes": null, "elementsJson": [ "headline_text", "bullet_list" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:41.849+00", "seconds": 3.253, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/120", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-120", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.139, "w": 0.608, "x": 0.044, "y": 0.258 }, "kind": "list", "text": "McKinsey Blockchain & Digital Assets\nMcKinsey Metaverse\nTelecom’s future in the Web3 era: José María Álvarez-Pallete López", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:41.849+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "334ec69e-4979-4924-88fc-1815893e7bb2", "parentComponentId": null }, { "bbox": { "h": 0.044, "w": 0.325, "x": 0.044, "y": 0.083 }, "kind": "title", "text": "Additional resources", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:41.849+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "3ee608fb-1f4f-497a-9ed9-ee0d9663dfc5", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 121, "type": "setup", "function": "front_matter", "rawType": "cover", "block": null, "metadata": { "slideType": "cover", "slideTypeCanon": { "name": "Cover", "slug": "cover", "status": "active", "canonId": "019de52d-05f2-729d-9f93-e0504f0a2410", "version": 1, "description": null }, "function": "front_matter", "functionCanon": { "name": "Front matter", "slug": "front_matter", "status": "active", "canonId": "019de52d-133d-73f0-9e26-201eda96b098", "version": 1, "description": null }, "density": "sparse", "densityScore": 0, "componentCount": 1, "textChars": 18, "nDataPoints": 0, "notes": null, "elementsJson": [ "logo_grid" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:44.673+00", "seconds": 5.946, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/121", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-121", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.14, "w": 0.16, "x": 0.04, "y": 0.06 }, "kind": "image", "text": "McKinsey & Company", "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Logo", "slug": "logo", "status": "active", "canonId": "019de52c-fdaf-743d-94c4-d7c6a0e55302", "version": 1, "description": null }, "framework": null }, "subkind": "logo", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:44.673+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e6b98476-dc0b-4556-8b9f-07dab34caed4", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Slide recipe: Cover", "slug": "cover-slide", "status": "active", "bestFor": null, "canonId": "019df269-2a08-767d-9128-e7431e6fe8a3", "version": 1, "bodyDocId": "019df269-29e5-7738-b5fa-6892e5dc8e65", "description": "The first ten seconds. Build it deliberately.", "familyLabel": "slide-recipe", "categoryName": "Slide", "categorySlug": "slide" }, "agent": "designer", "layer": "slide", "agents": [ "designer" ], "matchId": "11c16b1f-c029-4c27-bb5b-0cd413c302b3", "evidence": "image/logo: McKinsey & Company", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-17 03:16:19.751665+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 121, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 122, "type": "setup", "function": "transition", "rawType": "section_divider", "block": null, "metadata": { "slideType": "section_divider", "slideTypeCanon": { "name": "Section divider", "slug": "section_divider", "status": "active", "canonId": "019de52d-066a-7402-9554-6ae504999041", "version": 1, "description": null }, "function": "transition", "functionCanon": { "name": "Transition", "slug": "transition", "status": "active", "canonId": "019de52d-1365-7149-92aa-66df859e75fd", "version": 1, "description": null }, "density": "sparse", "densityScore": 6, "componentCount": 2, "textChars": 116, "nDataPoints": 0, "notes": null, "elementsJson": [ "headline_text", "photo" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:42.962+00", "seconds": 4.113, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/122", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-122", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.92, "w": 0.76, "x": 0.24, "y": 0.08 }, "kind": "image", "text": "Digital wireframe illustration of a solar carport charging an electric vehicle.", "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Illustration", "slug": "illustration", "status": "active", "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615", "version": 1, "description": null }, "framework": null }, "subkind": "illustration", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:42.962+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4a031c20-62fd-48ec-914b-40a5b7adab0a", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.45, "x": 0.04, "y": 0.11 }, "kind": "title", "text": "Trend summaries: Engineering Tomorrow", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:42.962+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e85a63c0-1d81-4959-80e4-d40ae584a9b0", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 123, "type": "setup", "function": "front_matter", "rawType": "cover", "block": null, "metadata": { "slideType": "cover", "slideTypeCanon": { "name": "Cover", "slug": "cover", "status": "active", "canonId": "019de52d-05f2-729d-9f93-e0504f0a2410", "version": 1, "description": null }, "function": "front_matter", "functionCanon": { "name": "Front matter", "slug": "front_matter", "status": "active", "canonId": "019de52d-133d-73f0-9e26-201eda96b098", "version": 1, "description": null }, "density": "sparse", "densityScore": 19, "componentCount": 5, "textChars": 92, "nDataPoints": 0, "notes": null, "elementsJson": [ "photo" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:44.412+00", "seconds": 5.512, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/123", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-123", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.05, "w": 0.15, "x": 0.05, "y": 0.05 }, "kind": "image", "text": "McKinsey & Company", "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Logo", "slug": "logo", "status": "active", "canonId": "019de52c-fdaf-743d-94c4-d7c6a0e55302", "version": 1, "description": null }, "framework": null }, "subkind": "logo", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:44.412+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8214e528-2446-4697-bdb3-a31938f7f05d", "parentComponentId": null }, { "bbox": { "h": 1, "w": 0.5, "x": 0.5, "y": 0 }, "kind": "image", "text": null, "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Photo", "slug": "photo", "status": "active", "canonId": "019de52c-fd37-757f-b4a8-ca26d4888875", "version": 1, "description": null }, "framework": null }, "subkind": "photo", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:44.412+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "154df270-dfea-404d-a25a-14ee70582601", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.1, "x": 0.05, "y": 0.7 }, "kind": "paragraph", "text": "August 2022", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:44.412+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "271022af-e63c-4722-98bf-d09dadecde66", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.45, "x": 0.05, "y": 0.22 }, "kind": "title", "text": "McKinsey Technology Trends Outlook 2022", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:44.412+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "96b79cb5-dae6-4734-851d-dba4071e260b", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.3, "x": 0.05, "y": 0.55 }, "kind": "title", "text": "Future of bioengineering", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Subtitle", "slug": "subtitle", "status": "active", "canonId": "019de52c-fb09-739d-900c-815b0d9ac526", "version": 1, "description": null }, "framework": null }, "subkind": "subtitle", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:44.412+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7278ba6d-55c9-48aa-aba1-e97b16990b58", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Slide recipe: Cover", "slug": "cover-slide", "status": "active", "bestFor": null, "canonId": "019df269-2a08-767d-9128-e7431e6fe8a3", "version": 1, "bodyDocId": "019df269-29e5-7738-b5fa-6892e5dc8e65", "description": "The first ten seconds. Build it deliberately.", "familyLabel": "slide-recipe", "categoryName": "Slide", "categorySlug": "slide" }, "agent": "designer", "layer": "slide", "agents": [ "designer" ], "matchId": "df8b9186-8682-45ba-8be8-97fab2e7f45d", "evidence": "This slide has a title, subtitle, logo, and date, which are typical components of a cover slide.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 21:18:00.459351+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 123, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 124, "type": "analysis", "title": "The slide highlights a convergence of biological and information technologies.", "function": "present_framework", "rawType": "industry_trends", "block": null, "metadata": { "slideType": "industry_trends", "slideTypeCanon": { "name": "Industry trends", "slug": "industry_trends", "status": "active", "canonId": "019de52d-0b1d-7705-a0e0-c663199cd1fa", "version": 1, "description": null }, "function": "present_framework", "functionCanon": { "name": "Present framework", "slug": "present_framework", "status": "active", "canonId": "019de52d-1403-7667-9100-d2ac6709f750", "version": 1, "description": null }, "density": "balanced", "densityScore": 42, "componentCount": 5, "textChars": 682, "nDataPoints": 0, "notes": "The slide highlights a convergence of biological and information technologies.", "elementsJson": [ "paragraph", "icon_grid", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:44.887+00", "seconds": 5.767, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/124", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-124", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "From the cellular level to complex living systems, the future of bioengineering reflects the convergence of biological and information technologies to transform business and society.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:41+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3bb-700a-9d98-227d464eee32", "parentComponentId": null }, { "bbox": { "h": 0.45, "w": 0.92, "x": 0.04, "y": 0.41 }, "kind": "image", "text": null, "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Icon grid", "slug": "icon-grid", "status": "active", "canonId": "019de52c-fdfe-749d-9990-1db465a3eed4", "version": 1, "description": null }, "framework": null }, "subkind": "icon-grid", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:44.887+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9ecc7b27-5f9d-4a45-bdb4-bca0b348640c", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.92, "x": 0.04, "y": 0.23 }, "kind": "paragraph", "text": "From the cellular level to complex living systems, the future of bioengineering reflects the convergence of biological and information technologies to transform business and society. It is defined by 4 arenas: biomolecules, biosystems, biomachine interfaces, and biocomputing; in recent years, biomolecules and biosystems have experienced widespread developments", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:44.887+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b563e73a-c6d8-4476-8174-b496271b6940", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.45, "x": 0.04, "y": 0.95 }, "kind": "source-note", "text": "Source: \"The Bio Revolution: Innovations transforming economies, societies, and our lives,\" McKinsey, May 13, 2020", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:44.887+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b3fc7929-cd8b-4697-a526-2bc1517abdb0", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.3, "x": 0.04, "y": 0.08 }, "kind": "title", "text": "What is the trend about?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:44.887+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "73621458-e38e-413a-a6fa-4c877b61f116", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Audience Definition", "slug": "audience-definition", "status": "active", "bestFor": null, "canonId": "019dd956-7f2a-775d-aeee-ff099bcb7756", "version": 1, "bodyDocId": null, "description": "Six key questions: Who are they? What do they know? What do they believe? What do they care about? What do they fear? What decisions can they make?", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "1df62e4e-0de9-4c3c-b272-fd1a4e7c565a", "evidence": "The slide asks 'What is the trend about?' which implies defining the topic for the audience.", "pageRefs": null, "priority": "Core", "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 21:18:00.53148+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 124, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 125, "type": "resolution", "title": "The slide is divided into two main columns: increasing efforts in development/adoption and the potential for transformative new capabilities.", "function": "quantify_impact", "rawType": "key_takeaways", "block": null, "metadata": { "slideType": "key_takeaways", "slideTypeCanon": { "name": "Key takeaways", "slug": "key_takeaways", "status": "active", "canonId": "019de52d-06e7-7674-a891-9f7de3b11b6d", "version": 1, "description": null }, "function": "quantify_impact", "functionCanon": { "name": "Quantify impact", "slug": "quantify_impact", "status": "active", "canonId": "019de52d-1630-720d-b57d-fa7f76bebd8d", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 77, "componentCount": 13, "textChars": 525, "nDataPoints": 6, "notes": "The slide is divided into two main columns: increasing efforts in development/adoption and the potential for transformative new capabilities.", "elementsJson": [ "headline_text", "big_number", "icon_grid", "paragraph" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:47.954+00", "seconds": 8.741, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/125", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-125", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "These efforts could unlock transformative new capabilities, with a strong impact on scope and scale.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:41+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3bb-700a-9d97-dc92ee323073", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.08, "x": 0.04, "y": 0.38 }, "kind": "metric", "text": "400", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": null, "subkind": { "name": "Big number", "slug": "big-number", "status": "active", "canonId": "019de52c-fc70-70c8-b965-0584548a9204", "version": 1, "description": null }, "framework": null }, "subkind": "big-number", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:47.954+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "17187631-a4cd-43cb-ab54-13c1b98f9348", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.08, "x": 0.74, "y": 0.75 }, "kind": "metric", "text": "30%", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": null, "subkind": { "name": "Big number", "slug": "big-number", "status": "active", "canonId": "019de52c-fc70-70c8-b965-0584548a9204", "version": 1, "description": null }, "framework": null }, "subkind": "big-number", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:47.954+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "3ce3ec52-4d1a-45c6-a502-52618f436493", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.08, "x": 0.48, "y": 0.75 }, "kind": "metric", "text": "60%", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": null, "subkind": { "name": "Big number", "slug": "big-number", "status": "active", "canonId": "019de52c-fc70-70c8-b965-0584548a9204", "version": 1, "description": null }, "framework": null }, "subkind": "big-number", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:47.954+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4b34c709-ceb9-4ee2-892c-c15c23045d5e", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.12, "x": 0.04, "y": 0.75 }, "kind": "metric", "text": ">$400 million", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": null, "subkind": { "name": "Big number", "slug": "big-number", "status": "active", "canonId": "019de52c-fc70-70c8-b965-0584548a9204", "version": 1, "description": null }, "framework": null }, "subkind": "big-number", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:47.954+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5874fc75-f20c-4abc-b10d-885a697f673f", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.15, "x": 0.48, "y": 0.43 }, "kind": "metric", "text": "$2T–$4T", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": null, "subkind": { "name": "Big number", "slug": "big-number", "status": "active", "canonId": "019de52c-fc70-70c8-b965-0584548a9204", "version": 1, "description": null }, "framework": null }, "subkind": "big-number", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:47.954+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "847aa93a-c464-4d27-ae43-d8c337b0dfbc", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.08, "x": 0.04, "y": 0.55 }, "kind": "metric", "text": "78%", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": null, "subkind": { "name": "Big number", "slug": "big-number", "status": "active", "canonId": "019de52c-fc70-70c8-b965-0584548a9204", "version": 1, "description": null }, "framework": null }, "subkind": "big-number", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:47.954+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9f87960f-6e83-4334-a4a3-54af5e218ccb", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.08, "x": 0.74, "y": 0.43 }, "kind": "metric", "text": "45%", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": null, "subkind": { "name": "Big number", "slug": "big-number", "status": "active", "canonId": "019de52c-fc70-70c8-b965-0584548a9204", "version": 1, "description": null }, "framework": null }, "subkind": "big-number", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:47.954+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f687e423-75f6-457c-be1f-e722e12ab38a", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "Economic impact: $2T–$4T", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": { "name": "Quantification", "slug": "quantification", "status": "active", "bestFor": null, "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88", "version": 1, "bodyDocId": null, "description": "Translating a claim into numbers, charts, or tables.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:41+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3bb-700a-9d97-e0e592f067af", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.45, "x": 0.48, "y": 0.23 }, "kind": "paragraph", "text": "These efforts could unlock transformative new capabilities, with a strong impact on scope and scale", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:47.954+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "99d5c193-e85b-4afa-b756-fb4260173a88", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.35, "x": 0.04, "y": 0.23 }, "kind": "paragraph", "text": "Across industries, efforts in the development and adoption of bio-related technologies are increasing", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:47.954+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d2805935-7c27-4161-bd69-26ffe73eba69", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.6, "x": 0.04, "y": 0.95 }, "kind": "source-note", "text": "Source: \"The Bio Revolution,\" May 2020; CDP Worldwide; PitchBook; S&P Capital IQ; Science Based Targets Initiative; McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:47.954+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "01207db0-cd27-4fdd-9bb9-b0bb515d009b", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.4, "x": 0.04, "y": 0.08 }, "kind": "title", "text": "Why should leaders pay attention?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:47.954+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e0dd052b-9e74-427b-8dc7-e4ce5d1e0811", "parentComponentId": null } ], "metrics": [ { "metricRaw": "Economic impact", "numberRaw": "$2T–$4T", "numberKind": "money", "actionTitle": "Why should leaders pay attention?", "calloutText": "These efforts could unlock transformative new capabilities, with a strong impact on scope and scale.", "numberScale": "t", "numberValue": 2, "metricFamily": "other", "numberCurrency": "$" } ], "tools": [ { "tool": { "name": "Problem-Agitate-Solve (PAS)", "slug": "problem-agitate-solve-pas", "status": "active", "bestFor": null, "canonId": "019dd956-869f-7564-8d42-de54ed29ab90", "version": 1, "bodyDocId": null, "description": "Identify problem, agitate the pain, present the solution", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "21ce9275-3c15-4a88-8a95-68c647519c4f", "evidence": "The slide presents a problem (why leaders should pay attention) and agitates it with potential impacts.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.5, "extraction": { "at": "2026-07-16 21:18:00.603117+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 125, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 126, "type": "analysis", "title": "The slide uses a non-exhaustive list format to categorize bioengineering innovations.", "function": "summarize", "rawType": "data_table", "block": null, "metadata": { "slideType": "data_table", "slideTypeCanon": { "name": "Data table", "slug": "data_table", "status": "active", "canonId": "019de52d-0bbd-71b9-9918-417f904abbf8", "version": 1, "description": null }, "function": "summarize", "functionCanon": { "name": "Summarize", "slug": "summarize", "status": "active", "canonId": "019de52d-1541-704f-b86f-bf7b75056373", "version": 1, "description": null }, "density": "sparse", "densityScore": 20, "componentCount": 4, "textChars": 289, "nDataPoints": 0, "notes": "The slide uses a non-exhaustive list format to categorize bioengineering innovations.", "elementsJson": [ "data_table", "icon_grid" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:41.993+00", "seconds": 2.608, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/126", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-126", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.02, "w": 0.35, "x": 0.04, "y": 0.94 }, "kind": "source-note", "text": "Source: \"The Bio Revolution,\" May 2020; expert interviews; McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:41.993+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "af008c61-f560-4fdb-ac8d-6a5957e456ab", "parentComponentId": null }, { "bbox": { "h": 0.68, "w": 0.92, "x": 0.04, "y": 0.21 }, "kind": "table", "text": "Table containing columns: Topic, Technology, Description, Benefits, Example", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:41.993+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "abe999f5-79a2-4bea-92c5-19db6d3b3b86", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.6, "x": 0.04, "y": 0.13 }, "kind": "title", "text": "Across biomolecules and biosystems, several technologies have recently made significant progress", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Action title", "slug": "action-title", "status": "active", "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d", "version": 1, "description": null }, "framework": null }, "subkind": "action-title", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:41.993+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "23e33d11-557d-4fe2-b96e-2853d4f8d630", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.45, "x": 0.04, "y": 0.08 }, "kind": "title", "text": "What are the most noteworthy technologies?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:41.993+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2b0b36fb-b483-4097-bc36-64fb7bfb1495", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 127, "type": "analysis", "title": "The slide uses a table-like structure to map industries to their specific impacts from the bioengineering trend.", "function": "summarize", "rawType": "industry_trends", "block": null, "metadata": { "slideType": "industry_trends", "slideTypeCanon": { "name": "Industry trends", "slug": "industry_trends", "status": "active", "canonId": "019de52d-0b1d-7705-a0e0-c663199cd1fa", "version": 1, "description": null }, "function": "summarize", "functionCanon": { "name": "Summarize", "slug": "summarize", "status": "active", "canonId": "019de52d-1541-704f-b86f-bf7b75056373", "version": 1, "description": null }, "density": "balanced", "densityScore": 42, "componentCount": 5, "textChars": 673, "nDataPoints": 0, "notes": "The slide uses a table-like structure to map industries to their specific impacts from the bioengineering trend.", "elementsJson": [ "headline_text", "paragraph", "comparison_table", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:42.32+00", "seconds": 2.874, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/127", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-127", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "Healthcare, including pharmaceuticals and fitness, is the leading industry in adoption of bioengineering, especially in development of new medical treatments", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:49+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3bb-700a-9d99-9de3a3d026d0", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.9, "x": 0.04, "y": 0.22 }, "kind": "paragraph", "text": "Healthcare, including pharmaceuticals and fitness, is the leading industry in adoption of bioengineering, especially in development of new medical treatments. Other industries scaling adoption are retail, consumer goods, agriculture, energy and utilities, and materials", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:42.32+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "775ebd0c-4567-4600-bbdb-1592af8042c7", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.45, "x": 0.04, "y": 0.92 }, "kind": "source-note", "text": "¹Nonexhaustive; focused on industries where technology has widespread applications with mature adoption. Source: Expert interviews; McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:42.32+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a56227d2-4ce9-4083-a6eb-747d20def0ce", "parentComponentId": null }, { "bbox": { "h": 0.55, "w": 0.9, "x": 0.04, "y": 0.35 }, "kind": "table", "text": "Industries affected vs Impact from technology trend", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:42.32+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "fc0817cc-6844-47b4-99d6-369bde8011a7", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.5, "x": 0.04, "y": 0.08 }, "kind": "title", "text": "What industries are most affected by the trend?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:42.32+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "503934b1-7300-45a8-984c-fcc537273458", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 128, "type": "resolution", "title": "The slide uses a color-coded system (blue for benefits, red for risks) to categorize outcomes.", "function": "quantify_impact", "rawType": "impact_sizing", "block": null, "metadata": { "slideType": "impact_sizing", "slideTypeCanon": { "name": "Impact sizing", "slug": "impact_sizing", "status": "active", "canonId": "019de52d-0d26-773b-aeda-2d1930f5636d", "version": 1, "description": null }, "function": "quantify_impact", "functionCanon": { "name": "Quantify impact", "slug": "quantify_impact", "status": "active", "canonId": "019de52d-1630-720d-b57d-fa7f76bebd8d", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 93, "componentCount": 15, "textChars": 1578, "nDataPoints": 6, "notes": "The slide uses a color-coded system (blue for benefits, red for risks) to categorize outcomes.", "elementsJson": [ "headline_text", "big_number", "paragraph", "icon_grid", "other" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:50.06+00", "seconds": 10.214, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/128", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-128", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "Increasing number of therapies, including those that can treat or even prevent previously uncurable diseases.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:41+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3bb-700a-9d98-4b2e2fef308a", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.45, "x": 0.52, "y": 0.48 }, "kind": "list", "text": "Novel cancer treatment: Treatments addressing all stages of cancer, especially cancer linked to genes", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:50.06+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "03c4e70c-cd45-4834-8e91-7c65e115c990", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.35, "x": 0.62, "y": 0.25 }, "kind": "list", "text": "mRNA therapy: As of 2022, there are ~130 RNA assets in the pipeline, with a predicted 40% annual growth rate for ~1,800 RNA assets by 2030", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:50.06+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "06e29219-d261-4a77-be0c-78a8e8b9b364", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.35, "x": 0.24, "y": 0.25 }, "kind": "list", "text": "Viral-vector gene therapy: As of Feb 2022, there are 8 FDA-approved therapies, with 25 in late-stage development and another 120 in Phase II trials, and growing work on more therapies", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:50.06+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "37c89143-a419-4a04-a24c-d2cd375b2208", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.45, "x": 0.52, "y": 0.69 }, "kind": "list", "text": "Health risks: Long-term health effects are also still being investigated", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:50.06+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "40e1df5b-fd2c-4495-812b-989a1acccfed", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.25, "x": 0.24, "y": 0.71 }, "kind": "list", "text": "Personalized treatments: Bespoke treatments using genetic data to identify risk of certain diseases and provide targeted treatment", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:50.06+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4c702a52-bad4-491a-8657-bd79f5842b55", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.25, "x": 0.24, "y": 0.48 }, "kind": "list", "text": "Treatment for monogenic and polygenic diseases: Treatment for ~10,000 diseases caused by a single gene and diseases caused by a combination of genes", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:50.06+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "655b160e-91c4-4853-adc8-f63a5a89d88b", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.45, "x": 0.52, "y": 0.77 }, "kind": "list", "text": "Ethical concerns: Ethical and moral concerns about potential unintended side effects of modifying genes, and when applied to embryos/germ lines, its impact on future generations", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:50.06+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6c622459-f40b-44de-8363-0eee6a7d55e8", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.45, "x": 0.52, "y": 0.58 }, "kind": "list", "text": "Aging prevention: Anti-aging therapies that eventually assist with tissue repair, longevity, mental cognition, and physical capabilities", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:50.06+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "76cbf067-4de1-4eed-a877-0a94661fef0e", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.15, "x": 0.04, "y": 0.43 }, "kind": "list", "text": "Increasing number of therapies, including those that can treat or even prevent previously uncurable diseases", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:50.06+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ed8f6bd8-b779-4296-9c87-f7d81f843ce7", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.15, "x": 0.04, "y": 0.195 }, "kind": "metric", "text": "$0.5–$1.3 trillion", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": null, "subkind": { "name": "Big number", "slug": "big-number", "status": "active", "canonId": "019de52c-fc70-70c8-b965-0584548a9204", "version": 1, "description": null }, "framework": null }, "subkind": "big-number", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:50.06+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e9b05df8-e013-4d18-837d-b00e7e7dc922", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "Forecast global impact, 2030–40: $0.5–$1.3 trillion", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": { "name": "Quantification", "slug": "quantification", "status": "active", "bestFor": null, "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88", "version": 1, "bodyDocId": null, "description": "Translating a claim into numbers, charts, or tables.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:41+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3bb-700a-9d98-4d12cf758cae", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.15, "x": 0.04, "y": 0.3 }, "kind": "paragraph", "text": "Forecast global impact, 2030–40", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:50.06+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "eb0a0d36-dd47-437d-bdb7-e5bd01c553b8", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.3, "x": 0.04, "y": 0.95 }, "kind": "source-note", "text": "Source: \"The Bio Revolution,\" May 2020; expert interviews", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:50.06+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "42ad3250-fa2c-42be-844e-22090692e15f", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.92, "x": 0.04, "y": 0.03 }, "kind": "title", "text": "What disruptions could the trend enable in healthcare systems and services and in pharmaceuticals and medical products?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:50.06+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8a653d32-8235-4edc-b799-5974130f35cb", "parentComponentId": null } ], "metrics": [ { "metricRaw": "Forecast global impact, 2030–40", "numberRaw": "$0.5–$1.3 trillion", "numberKind": "money", "actionTitle": "What disruptions could the trend enable in healthcare systems and services and in pharmaceuticals and medical products?", "calloutText": "Increasing number of therapies, including those that can treat or even prevent previously uncurable diseases.", "numberScale": null, "numberValue": 0.5, "metricFamily": "other", "numberCurrency": "$" } ], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 129, "type": "analysis", "title": "The slide uses a color-coded system (blue for benefits, red for risks) to categorize outcomes.", "function": "quantify_impact", "rawType": "industry_trends", "block": null, "metadata": { "slideType": "industry_trends", "slideTypeCanon": { "name": "Industry trends", "slug": "industry_trends", "status": "active", "canonId": "019de52d-0b1d-7705-a0e0-c663199cd1fa", "version": 1, "description": null }, "function": "quantify_impact", "functionCanon": { "name": "Quantify impact", "slug": "quantify_impact", "status": "active", "canonId": "019de52d-1630-720d-b57d-fa7f76bebd8d", "version": 1, "description": null }, "density": "dense", "densityScore": 73, "componentCount": 8, "textChars": 820, "nDataPoints": 2, "notes": "The slide uses a color-coded system (blue for benefits, red for risks) to categorize outcomes.", "elementsJson": [ "headline_text", "big_number", "paragraph", "icon_grid", "infographic" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:43.59+00", "seconds": 3.668, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/129", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-129", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "Improving production processes for sustainability and cost-effectiveness while maintaining end-product quality; Adding new capabilities to products.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:47+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3bb-700a-9d99-7c8eef638a09", "parentComponentId": null }, { "bbox": { "h": 0.35, "w": 0.7, "x": 0.24, "y": 0.48 }, "kind": "list", "text": "Reduced carbon footprint. Alternative renewable resources. Personalization in beauty and cosmetics. Disruption in value chain.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:43.59+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "04f3b6bd-1fd3-4915-abc6-6a99b557ac90", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.7, "x": 0.24, "y": 0.25 }, "kind": "list", "text": "Drop-in: Sustainability-oriented clothing lines leveraging biochemicals. Bioreplacements: Biotech textiles (mushroom leather, spider silk). Biobetter: Cosmetics personalized to skin microbiomes.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:43.59+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ec3d11e6-a5be-47be-a363-87991af3cca2", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.15, "x": 0.04, "y": 0.18 }, "kind": "metric", "text": "$200B–$800B", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": null, "subkind": { "name": "Big number", "slug": "big-number", "status": "active", "canonId": "019de52c-fc70-70c8-b965-0584548a9204", "version": 1, "description": null }, "framework": null }, "subkind": "big-number", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:43.59+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "59ded1c8-f245-4d70-8d0a-aa2cac654ced", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "Global impact: $200B–$800B", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": { "name": "Quantification", "slug": "quantification", "status": "active", "bestFor": null, "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88", "version": 1, "bodyDocId": null, "description": "Translating a claim into numbers, charts, or tables.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:47+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3bb-700a-9d99-83f47ddf7f6a", "parentComponentId": null }, { "bbox": { "h": 0.4, "w": 0.18, "x": 0.04, "y": 0.3 }, "kind": "paragraph", "text": "Forecast global impact, 2030–40. Improving production processes for sustainability and cost-effectiveness while maintaining end-product quality. Adding new capabilities to products.", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:43.59+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "30a5888c-91b4-4a9b-96d2-e1a57644885b", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.4, "x": 0.04, "y": 0.95 }, "kind": "source-note", "text": "Source: \"The Bio Revolution,\" May 2020; expert interviews; McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:43.59+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "19564f64-7ca1-4616-a2af-ac10e73c5280", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.6, "x": 0.04, "y": 0.08 }, "kind": "title", "text": "What disruptions could the trend enable in consumer goods?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:43.59+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "12a32760-c240-46d6-b886-97d94e73ce93", "parentComponentId": null } ], "metrics": [ { "metricRaw": "Global impact", "numberRaw": "$200B–$800B", "numberKind": "money", "actionTitle": "What disruptions could the trend enable in consumer goods?", "calloutText": "Improving production processes for sustainability and cost-effectiveness while maintaining end-product quality; Adding new capabilities to products.", "numberScale": "b", "numberValue": 200, "metricFamily": "other", "numberCurrency": "$" } ], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 130, "type": "resolution", "title": "The slide uses a color-coded system (blue for benefits, red for risks) to evaluate the impact of cultivated meat.", "function": "quantify_impact", "rawType": "impact_sizing", "block": null, "metadata": { "slideType": "impact_sizing", "slideTypeCanon": { "name": "Impact sizing", "slug": "impact_sizing", "status": "active", "canonId": "019de52d-0d26-773b-aeda-2d1930f5636d", "version": 1, "description": null }, "function": "quantify_impact", "functionCanon": { "name": "Quantify impact", "slug": "quantify_impact", "status": "active", "canonId": "019de52d-1630-720d-b57d-fa7f76bebd8d", "version": 1, "description": null }, "density": "dense", "densityScore": 73, "componentCount": 9, "textChars": 640, "nDataPoints": 2, "notes": "The slide uses a color-coded system (blue for benefits, red for risks) to evaluate the impact of cultivated meat.", "elementsJson": [ "headline_text", "big_number", "paragraph", "icon_grid", "process_diagram" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:46.133+00", "seconds": 6.203, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/130", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-130", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "Sustainable and cruelty-free alternatives to traditional food options.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:41+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3bb-700a-9d97-f7bdb8687c73", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.5, "x": 0.24, "y": 0.25 }, "kind": "list", "text": "Cultivated meat: Lab-grown meat, such as beef, poultry, and seafood, can be produced and harvested", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:46.133+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d4b99c20-6821-48cd-b3aa-ed29383177f2", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.15, "x": 0.04, "y": 0.18 }, "kind": "metric", "text": "$0.8T–$1.3T", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": null, "subkind": { "name": "Big number", "slug": "big-number", "status": "active", "canonId": "019de52c-fc70-70c8-b965-0584548a9204", "version": 1, "description": null }, "framework": null }, "subkind": "big-number", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:46.133+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "76c4d178-f161-4b39-81f5-8d580eb9882b", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "Global impact: $0.8T–$1.3T", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": { "name": "Quantification", "slug": "quantification", "status": "active", "bestFor": null, "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88", "version": 1, "bodyDocId": null, "description": "Translating a claim into numbers, charts, or tables.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:41+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3bb-700a-9d97-f8ab3b1fbb40", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.15, "x": 0.04, "y": 0.43 }, "kind": "paragraph", "text": "Sustainable and cruelty-free alternatives to traditional food options", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:46.133+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7fae950a-f517-4f78-a989-aa2a4f826a33", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.15, "x": 0.04, "y": 0.3 }, "kind": "paragraph", "text": "Forecast global impact, 2030–40", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:46.133+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ade4af15-0481-48f1-b0a7-90a7acbe7c8c", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.35, "x": 0.04, "y": 0.95 }, "kind": "source-note", "text": "Source: \"The Bio Revolution,\" May 2020; expert interviews; McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:46.133+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1b7b20f1-3db6-4b9b-847d-58ba47b7af1c", "parentComponentId": null }, { "bbox": { "h": 0.4, "w": 0.7, "x": 0.24, "y": 0.45 }, "kind": "table", "text": "Expected outcomes: Sustainable, accessible food source; High prices and limited variety; Consumer acceptance and unknown long-term health impact; Limited regulatory approval; Economic disruption and scale", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:46.133+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0f018690-3970-4cfd-9e53-f43eda9e83be", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.5, "x": 0.04, "y": 0.08 }, "kind": "title", "text": "What disruptions could the trend enable in agriculture?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:46.133+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7578bdc3-b654-4dd9-9a6a-17e4838974c8", "parentComponentId": null } ], "metrics": [ { "metricRaw": "Global impact", "numberRaw": "$0.8T–$1.3T", "numberKind": "money", "actionTitle": null, "calloutText": "Sustainable and cruelty-free alternatives to traditional food options.", "numberScale": "t", "numberValue": 0.8, "metricFamily": "other", "numberCurrency": "$" } ], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 131, "type": "resolution", "title": "The slide uses a color-coded system (blue for benefits, red for risks) to structure the impact analysis.", "function": "quantify_impact", "rawType": "impact_sizing", "block": null, "metadata": { "slideType": "impact_sizing", "slideTypeCanon": { "name": "Impact sizing", "slug": "impact_sizing", "status": "active", "canonId": "019de52d-0d26-773b-aeda-2d1930f5636d", "version": 1, "description": null }, "function": "quantify_impact", "functionCanon": { "name": "Quantify impact", "slug": "quantify_impact", "status": "active", "canonId": "019de52d-1630-720d-b57d-fa7f76bebd8d", "version": 1, "description": null }, "density": "dense", "densityScore": 71, "componentCount": 8, "textChars": 721, "nDataPoints": 2, "notes": "The slide uses a color-coded system (blue for benefits, red for risks) to structure the impact analysis.", "elementsJson": [ "headline_text", "big_number", "paragraph", "icon_grid", "callout_box" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:46.365+00", "seconds": 6.166, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/131", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-131", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "Biomaterial-based production processes can lead to reductions in carbon footprint by as much as ~50%", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:42+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3bb-700a-9d98-6b33caff718b", "parentComponentId": null }, { "bbox": { "h": 0.3, "w": 0.72, "x": 0.24, "y": 0.6 }, "kind": "list", "text": "Sustainability and reduced carbon footprint. Increased source material optionality. Uncertainty around timing of impact. Scalability challenges.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:46.365+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b259e1ee-d7b5-4af1-9035-7d140d7916c4", "parentComponentId": null }, { "bbox": { "h": 0.18, "w": 0.72, "x": 0.24, "y": 0.25 }, "kind": "list", "text": "Drop-in: Environmentally friendly replacements for popular fossil-fuel-derived chemicals. Bioreplacements: Biofuels, alternative renewable-energy sources. Biobetter: Novel biotech films that deliver unique material properties.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:46.365+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "cbf5dabc-a407-4e36-94f2-9ec7a4d0a90c", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.15, "x": 0.04, "y": 0.18 }, "kind": "metric", "text": "$200B–$300B", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": null, "subkind": { "name": "Big number", "slug": "big-number", "status": "active", "canonId": "019de52c-fc70-70c8-b965-0584548a9204", "version": 1, "description": null }, "framework": null }, "subkind": "big-number", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:46.365+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2967bc6e-0cdf-4675-a817-f63980ef18fb", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "Forecast global impact: $200B–$300B", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": { "name": "Quantification", "slug": "quantification", "status": "active", "bestFor": null, "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88", "version": 1, "bodyDocId": null, "description": "Translating a claim into numbers, charts, or tables.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:42+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3bb-700a-9d98-6c3528946cca", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.18, "x": 0.04, "y": 0.28 }, "kind": "paragraph", "text": "Forecast global impact, 2030–40. Alternative, sustainable sources and processes for materials and energy", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:46.365+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "522452e9-7744-470e-a553-efbc5c0bd587", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.15, "x": 0.04, "y": 0.95 }, "kind": "source-note", "text": "Source: McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:46.365+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "55d327a5-de00-4bf3-9a6c-52e7b1230b93", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.9, "x": 0.04, "y": 0.03 }, "kind": "title", "text": "What disruptions could the trend enable in chemicals, materials, and energy?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:46.365+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2ff34d36-28af-42d5-a07e-8cdfaf3c4428", "parentComponentId": null } ], "metrics": [ { "metricRaw": "Forecast global impact", "numberRaw": "$200B–$300B", "numberKind": "money", "actionTitle": "What disruptions could the trend enable in chemicals, materials, and energy?", "calloutText": "Biomaterial-based production processes can lead to reductions in carbon footprint by as much as ~50%", "numberScale": "b", "numberValue": 200, "metricFamily": "other", "numberCurrency": "$" } ], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 132, "type": "setup", "title": "The slide uses a split-screen layout to contrast positive and negative considerations.", "function": "compare_options", "rawType": "comparison_table", "block": null, "metadata": { "slideType": "comparison_table", "slideTypeCanon": { "name": "Comparison table", "slug": "comparison_table", "status": "active", "canonId": "019de52d-0a06-73f8-8813-fe022fab1de2", "version": 1, "description": null }, "function": "compare_options", "functionCanon": { "name": "Compare options", "slug": "compare_options", "status": "active", "canonId": "019de52d-167f-7038-aebc-70a9d2e0e33b", "version": 1, "description": null }, "density": "dense", "densityScore": 67, "componentCount": 8, "textChars": 737, "nDataPoints": 0, "notes": "The slide uses a split-screen layout to contrast positive and negative considerations.", "elementsJson": [ "headline_text", "bullet_list", "icon_grid" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:43.433+00", "seconds": 3.077, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/132", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-132", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.15, "w": 0.08, "x": 0.08, "y": 0.24 }, "kind": "image", "text": null, "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Icon grid", "slug": "icon-grid", "status": "active", "canonId": "019de52c-fdfe-749d-9990-1db465a3eed4", "version": 1, "description": null }, "framework": null }, "subkind": "icon-grid", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:43.433+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1090039c-64c0-4625-ac6e-9e8900a4e320", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.08, "x": 0.54, "y": 0.24 }, "kind": "image", "text": null, "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Icon grid", "slug": "icon-grid", "status": "active", "canonId": "019de52c-fdfe-749d-9990-1db465a3eed4", "version": 1, "description": null }, "framework": null }, "subkind": "icon-grid", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:43.433+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c0d13c63-95a6-4d71-bfb5-27315e012e57", "parentComponentId": null }, { "bbox": { "h": 0.3, "w": 0.4, "x": 0.04, "y": 0.47 }, "kind": "list", "text": "Opportunity to address global challenges through improved/enhanced healthcare solutions and accelerate environmental impact through renewable-energy sources, and more\n\nNovel sustainable production practices that are more environmentally friendly than traditional methods while often being cost-effective", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:43.433+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "60c5788c-e6fa-4a38-b67a-119f6d4bfab2", "parentComponentId": null }, { "bbox": { "h": 0.35, "w": 0.4, "x": 0.54, "y": 0.47 }, "kind": "list", "text": "Nascent biomarkets, which need to address the challenges of consumer perception, safety, cost, and quality of end products\n\nLack of regulation due to nascency of markets, along with existing regulations on genetically modified organisms\n\nEthical concerns about the extent of modifying living systems, such as human genes", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:43.433+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d09e90c9-4b5d-492b-97be-c72f79f43ab0", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.15, "x": 0.04, "y": 0.95 }, "kind": "source-note", "text": "Source: McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:43.433+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d6075d51-9c4f-4f9b-a9fc-a9846d5f6e67", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.4, "x": 0.04, "y": 0.06 }, "kind": "title", "text": "What should leaders consider when engaging with the trend?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:43.433+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "beb6f368-7ed4-4b9a-adee-374112674a12", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.15, "x": 0.04, "y": 0.4 }, "kind": "title", "text": "Benefits", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Subtitle", "slug": "subtitle", "status": "active", "canonId": "019de52c-fb09-739d-900c-815b0d9ac526", "version": 1, "description": null }, "framework": null }, "subkind": "subtitle", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:43.433+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "70f5d0b1-fe5f-49af-9f4d-a179fec1ccf3", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.3, "x": 0.54, "y": 0.4 }, "kind": "title", "text": "Risks and uncertainties", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Subtitle", "slug": "subtitle", "status": "active", "canonId": "019de52c-fb09-739d-900c-815b0d9ac526", "version": 1, "description": null }, "framework": null }, "subkind": "subtitle", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:43.433+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c196b8cd-a3d2-46e8-b11d-9c6bb5e4f392", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Comparison frame", "slug": "comparison-frame", "status": "active", "bestFor": null, "canonId": "019dd9e1-484b-7399-a4fc-d14644b99f93", "version": 1, "bodyDocId": null, "description": "Two or more states/subjects placed side by side to expose a gap.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "61e599cb-5df3-43b1-9090-17d86541a2f0", "evidence": "The slide presents a comparison table with benefits and risks.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 21:18:00.916234+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 132, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [ { "matchId": "5fc050c8-96c9-4f95-9464-a737e3071c6d", "evidence": "The slide explicitly contrasts benefits against risks and uncertainties.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 19:18:43.433+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 132, "frameworkName": "comparison_frame" } ], "arcBeats": [], "loops": [], "locked": true }, { "page": 133, "type": "analysis", "title": "The slide uses a numbered list format to categorize complex ethical and societal debates.", "function": "frame_problem", "rawType": "industry_trends", "block": null, "metadata": { "slideType": "industry_trends", "slideTypeCanon": { "name": "Industry trends", "slug": "industry_trends", "status": "active", "canonId": "019de52d-0b1d-7705-a0e0-c663199cd1fa", "version": 1, "description": null }, "function": "frame_problem", "functionCanon": { "name": "Frame problem", "slug": "frame_problem", "status": "active", "canonId": "019de52d-13db-753e-ad70-e9b2d0dab398", "version": 1, "description": null }, "density": "balanced", "densityScore": 36, "componentCount": 5, "textChars": 491, "nDataPoints": 0, "notes": "The slide uses a numbered list format to categorize complex ethical and societal debates.", "elementsJson": [ "headline_text", "paragraph", "numbered_list", "photo" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:46.101+00", "seconds": 5.629, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/133", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-133", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.52, "w": 0.27, "x": 0.03, "y": 0.45 }, "kind": "image", "text": "DNA helix graphic", "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Illustration", "slug": "illustration", "status": "active", "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615", "version": 1, "description": null }, "framework": null }, "subkind": "illustration", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:46.101+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c57ee905-89d4-4564-b69e-1cb8bcb9dccc", "parentComponentId": null }, { "bbox": { "h": 0.85, "w": 0.6, "x": 0.37, "y": 0.07 }, "kind": "list", "text": "1. Risk and bioethics: How should we use bioethics to determine the appropriate extent for genome editing? 2. Changes to existing daily life: How does cultivated meat fit within existing diets? 3. Outlook: What will shape the long-term impact?", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:46.101+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "be0e06ea-2a64-4ac1-b8f0-33216f37ea68", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.33, "x": 0.04, "y": 0.29 }, "kind": "paragraph", "text": "With its cross-disciplinary innovations and potential cross-cutting impact, bioengineering ventures into interconnected areas of debate", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:46.101+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7d79f138-6fc3-4cdc-bbee-b5f45f6badb4", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.15, "x": 0.37, "y": 0.95 }, "kind": "source-note", "text": "Source: Expert interviews; McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:46.101+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f381188d-ed4e-4a27-9be5-8f9c18e5c8ca", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.33, "x": 0.04, "y": 0.06 }, "kind": "title", "text": "What are some topics of debate related to the trend?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:46.101+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "db4d2867-81ac-4f5e-82c8-eda172277e46", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 134, "type": "appendix", "function": "appendix", "rawType": "appendix", "block": null, "metadata": { "slideType": "appendix", "slideTypeCanon": { "name": "Appendix", "slug": "appendix", "status": "active", "canonId": "019de52d-0762-71f8-b564-89ab863301cc", "version": 1, "description": null }, "function": "appendix", "functionCanon": { "name": "Appendix", "slug": "appendix", "status": "active", "canonId": "019de52d-138d-750b-83c3-49b4bc7a7a38", "version": 1, "description": null }, "density": "balanced", "densityScore": 26, "componentCount": 3, "textChars": 521, "nDataPoints": 0, "notes": null, "elementsJson": [ "bullet_list" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:42.513+00", "seconds": 2.009, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/134", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-134", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.4, "w": 0.6, "x": 0.305, "y": 0.36 }, "kind": "list", "text": "The Bio Revolution: Innovations transforming economies, societies, and our lives\nThe third wave of biomaterials: When innovation meets demand\nCultivated meat: Out of the lab, into the frying pan\nInside the fact-based report on biological science that reads like science fiction\nHow could gene therapy change healthcare in the next ten years?\nCOVID-19 and cell and gene therapy: How to keep innovation on track\nViral-vector therapies at scale: Today’s challenges and future opportunities", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:42.513+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "310c665c-a5c5-41c8-b8b7-fdc1a0d91850", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.1, "x": 0.305, "y": 0.305 }, "kind": "paragraph", "text": "Related reading", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:42.513+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "98dce36c-efe7-4d03-960c-d1d7efb13199", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.2, "x": 0.04, "y": 0.41 }, "kind": "title", "text": "Additional resources", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:42.513+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "dd85c36d-976d-4319-a308-2c47a6083c03", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 135, "type": "setup", "function": "front_matter", "rawType": "cover", "block": null, "metadata": { "slideType": "cover", "slideTypeCanon": { "name": "Cover", "slug": "cover", "status": "active", "canonId": "019de52d-05f2-729d-9f93-e0504f0a2410", "version": 1, "description": null }, "function": "front_matter", "functionCanon": { "name": "Front matter", "slug": "front_matter", "status": "active", "canonId": "019de52d-133d-73f0-9e26-201eda96b098", "version": 1, "description": null }, "density": "sparse", "densityScore": 19, "componentCount": 5, "textChars": 90, "nDataPoints": 0, "notes": null, "elementsJson": [ "photo" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:43.25+00", "seconds": 2.315, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/135", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-135", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.07, "w": 0.15, "x": 0.04, "y": 0.06 }, "kind": "image", "text": "McKinsey & Company", "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Logo", "slug": "logo", "status": "active", "canonId": "019de52c-fdaf-743d-94c4-d7c6a0e55302", "version": 1, "description": null }, "framework": null }, "subkind": "logo", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:43.25+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0ee7587e-e4a6-4653-aaa6-266443dbf42e", "parentComponentId": null }, { "bbox": { "h": 1, "w": 0.4, "x": 0.6, "y": 0 }, "kind": "image", "text": null, "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Photo", "slug": "photo", "status": "active", "canonId": "019de52c-fd37-757f-b4a8-ca26d4888875", "version": 1, "description": null }, "framework": null }, "subkind": "photo", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:43.25+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "23ebf6f5-8dd9-481e-8430-267bf5b6a669", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.1, "x": 0.04, "y": 0.7 }, "kind": "paragraph", "text": "August 2022", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:43.25+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2cd25262-c336-49d1-9ab9-005952b996d8", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.45, "x": 0.04, "y": 0.225 }, "kind": "title", "text": "McKinsey Technology Trends Outlook 2022", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:43.25+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8623147c-4f64-4373-b001-e8e8d4ae3595", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.3, "x": 0.04, "y": 0.55 }, "kind": "title", "text": "Future of clean energy", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Subtitle", "slug": "subtitle", "status": "active", "canonId": "019de52c-fb09-739d-900c-815b0d9ac526", "version": 1, "description": null }, "framework": null }, "subkind": "subtitle", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:43.25+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9bd38864-205d-42b5-8dc8-98e2e8f3ed94", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Slide recipe: Cover", "slug": "cover-slide", "status": "active", "bestFor": null, "canonId": "019df269-2a08-767d-9128-e7431e6fe8a3", "version": 1, "bodyDocId": "019df269-29e5-7738-b5fa-6892e5dc8e65", "description": "The first ten seconds. Build it deliberately.", "familyLabel": "slide-recipe", "categoryName": "Slide", "categorySlug": "slide" }, "agent": "designer", "layer": "slide", "agents": [ "designer" ], "matchId": "7e1d0c4d-c927-47df-b414-724f435a7ac0", "evidence": "title/headline: McKinsey Technology Trends Outlook 2022", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-17 03:16:19.860313+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 135, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 136, "type": "analysis", "title": "The slide uses a three-column layout to categorize energy solutions.", "function": "establish_context", "rawType": "industry_trends", "block": null, "metadata": { "slideType": "industry_trends", "slideTypeCanon": { "name": "Industry trends", "slug": "industry_trends", "status": "active", "canonId": "019de52d-0b1d-7705-a0e0-c663199cd1fa", "version": 1, "description": null }, "function": "establish_context", "functionCanon": { "name": "Establish context", "slug": "establish_context", "status": "active", "canonId": "019de52d-1314-74e6-9074-d213dc0bdcdf", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 76, "componentCount": 9, "textChars": 691, "nDataPoints": 5, "notes": "The slide uses a three-column layout to categorize energy solutions.", "elementsJson": [ "headline_text", "paragraph", "icon_grid", "other" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:43.662+00", "seconds": 2.685, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/136", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-136", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "The clean-energy future is a trend toward energy solutions that help achieve net-zero emissions across the energy value chain, from power generation or production to storage to distribution.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:42+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3bb-700a-9d98-a8ed0f8d593f", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.9, "x": 0.05, "y": 0.65 }, "kind": "image", "text": "Icons for solar, wind, and hydrogen production", "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Illustration", "slug": "illustration", "status": "active", "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615", "version": 1, "description": null }, "framework": null }, "subkind": "illustration", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:43.662+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b2ea8a26-30ef-43fd-8464-42285eae58aa", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.28, "x": 0.04, "y": 0.3 }, "kind": "list", "text": "Renewable energy: Solar photovoltaics (PV) and thermo-solar, wind, geothermal, nuclear", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:43.662+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "264d1264-12da-4de2-a2ca-13131ccfd056", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.2, "x": 0.4, "y": 0.3 }, "kind": "list", "text": "Sustainable fuels: Including biofuels", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:43.662+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a493e15c-3e6a-49ba-82cf-8633ff34097d", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.25, "x": 0.63, "y": 0.3 }, "kind": "list", "text": "Hydrogen (H2)-based fuels: Production of hydrogen as an energy source", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:43.662+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "bd971d61-ff57-48ae-b97b-f0e41b062825", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "global power demand: 84%", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": { "name": "Quantification", "slug": "quantification", "status": "active", "bestFor": null, "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88", "version": 1, "bodyDocId": null, "description": "Translating a claim into numbers, charts, or tables.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:42+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3bb-700a-9d98-ae126538d102", "parentComponentId": null }, { "bbox": { "h": 0.07, "w": 0.9, "x": 0.04, "y": 0.17 }, "kind": "paragraph", "text": "The clean-energy future is a trend toward energy solutions that help achieve net-zero emissions across the energy value chain, from power generation or production to storage to distribution", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:43.662+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "576b486e-7cb8-4700-bf9b-25014aee7490", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.1, "x": 0.04, "y": 0.95 }, "kind": "source-note", "text": "Source: McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:43.662+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "856641ba-8f19-4a95-b21d-bd2061ffa282", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.3, "x": 0.04, "y": 0.08 }, "kind": "title", "text": "What is this trend about?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:43.662+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "3381e366-7be0-4ab9-8bb1-1a703eb05856", "parentComponentId": null } ], "metrics": [ { "metricRaw": "global power demand", "numberRaw": "84%", "numberKind": "percent", "actionTitle": null, "calloutText": "The clean-energy future is a trend toward energy solutions that help achieve net-zero emissions across the energy value chain, from power generation or production to storage to distribution.", "numberScale": null, "numberValue": 84, "metricFamily": "other", "numberCurrency": null } ], "tools": [ { "tool": { "name": "AIDA Model", "slug": "aida-model", "status": "active", "bestFor": null, "canonId": "019dd956-86fc-773c-813f-d416714b8413", "version": 1, "bodyDocId": null, "description": "Attention, Interest, Desire, Action - classic persuasion sequence", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "76e912e9-8a73-4231-8568-5f4208b37014", "evidence": "callout: The clean-energy future is a trend toward energy solutions that help achieve net-zero emissions across the energy value chain, from power generation or production to storage to distribution.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.6, "extraction": { "at": "2026-07-17 03:16:19.933526+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 136, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 137, "type": "analysis", "title": "The slide uses a structured layout to categorize clean energy trends into two main pillars: Power storage and Power distribution.", "function": "summarize", "rawType": "industry_trends", "block": null, "metadata": { "slideType": "industry_trends", "slideTypeCanon": { "name": "Industry trends", "slug": "industry_trends", "status": "active", "canonId": "019de52d-0b1d-7705-a0e0-c663199cd1fa", "version": 1, "description": null }, "function": "summarize", "functionCanon": { "name": "Summarize", "slug": "summarize", "status": "active", "canonId": "019de52d-1541-704f-b86f-bf7b75056373", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 88, "componentCount": 11, "textChars": 1052, "nDataPoints": 6, "notes": "The slide uses a structured layout to categorize clean energy trends into two main pillars: Power storage and Power distribution.", "elementsJson": [ "headline_text", "paragraph", "icon_grid", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:47.968+00", "seconds": 6.937, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/137", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-137", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.35, "w": 0.27, "x": 0.69, "y": 0.4 }, "kind": "callout", "text": "EV charging infrastructure (EVCI): EVIs compete primarily on charging time and cost, with wide ranges in both: charge times range from ~8 hours to just 10 minutes, and prices range from €7,500 to €110,000", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:47.968+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "04930c64-e148-4217-9ccd-3b40d6fa3682", "parentComponentId": null }, { "bbox": { "h": 0.35, "w": 0.3, "x": 0.37, "y": 0.4 }, "kind": "callout", "text": "Smart grid: Advanced, intelligent electric grid system could provide real-time insights and control for the distribution grid. Increasing AI applications across smart grids could leverage big data's potential (eg, improving accuracy of demand predictions)", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:47.968+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "28dcc2d9-d8ec-47a1-a7b2-e0f1ed3ddfcc", "parentComponentId": null }, { "bbox": { "h": 0.35, "w": 0.3, "x": 0.04, "y": 0.4 }, "kind": "callout", "text": "Stationary storage system: Long-duration energy storage technologies are expected to drive ~20% of renewables adoption, enabling ~2.4 gigatons (Gt) of renewables abatement; short- to mid-duration storage is expected to expand renewables penetration from 30–80%, indirectly enabling up to ~6 Gt of abatement", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:47.968+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e5532b28-a45a-48cf-a36b-fe1f7bfaaf15", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.18, "x": 0.1, "y": 0.75 }, "kind": "image", "text": null, "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Illustration", "slug": "illustration", "status": "active", "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615", "version": 1, "description": null }, "framework": null }, "subkind": "illustration", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:47.968+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0553bd0a-c33f-476a-892f-8dd62246fb77", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.12, "x": 0.76, "y": 0.7 }, "kind": "image", "text": null, "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Illustration", "slug": "illustration", "status": "active", "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615", "version": 1, "description": null }, "framework": null }, "subkind": "illustration", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:47.968+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4700df31-4495-4d7a-8d2e-3fe08425d3b5", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.18, "x": 0.43, "y": 0.75 }, "kind": "image", "text": null, "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Illustration", "slug": "illustration", "status": "active", "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615", "version": 1, "description": null }, "framework": null }, "subkind": "illustration", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:47.968+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5bcde235-2ee0-4a38-8e1f-dd0aeae2ad45", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.3, "x": 0.04, "y": 0.23 }, "kind": "list", "text": "Power storage: Energy storage, Battery technologies, battery recycling/second use, long-term storage, gravity-based storage, etc", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:47.968+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "3afaccdb-fc82-4171-8f10-c0eff2710414", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.3, "x": 0.37, "y": 0.23 }, "kind": "list", "text": "Power distribution: Energy optimization and distribution", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:47.968+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7321af53-d440-4888-a0ce-96f096c721c9", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.2, "x": 0.04, "y": 0.95 }, "kind": "source-note", "text": "¹Electric vehicle. Source: McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:47.968+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ee497fe8-4dbe-4ac9-84cf-2cb98dc9b5e5", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.45, "x": 0.04, "y": 0.08 }, "kind": "title", "text": "What is this trend about? (continued)", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:47.968+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1004e8e2-5e5d-47aa-8192-8b75e91f1e7c", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.1, "x": 0.87, "y": 0.02 }, "kind": "title", "text": "Future of clean energy", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Subtitle", "slug": "subtitle", "status": "active", "canonId": "019de52c-fb09-739d-900c-815b0d9ac526", "version": 1, "description": null }, "framework": null }, "subkind": "subtitle", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:47.968+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "34233290-737e-4964-90fc-c014032c1280", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "9ea875df-85c3-4548-af5f-67f902715d14", "evidence": "list/bullet: Power storage: Energy storage, Battery technologies, battery recycling/second use, long-term storage, gravity-based storage, etc", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 03:16:20.006365+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 137, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 138, "type": "resolution", "title": "The slide uses a horizontal timeline-like structure to present four distinct market drivers.", "function": "establish_context", "rawType": "key_takeaways", "block": null, "metadata": { "slideType": "key_takeaways", "slideTypeCanon": { "name": "Key takeaways", "slug": "key_takeaways", "status": "active", "canonId": "019de52d-06e7-7674-a891-9f7de3b11b6d", "version": 1, "description": null }, "function": "establish_context", "functionCanon": { "name": "Establish context", "slug": "establish_context", "status": "active", "canonId": "019de52d-1314-74e6-9074-d213dc0bdcdf", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 89, "componentCount": 13, "textChars": 1093, "nDataPoints": 4, "notes": "The slide uses a horizontal timeline-like structure to present four distinct market drivers.", "elementsJson": [ "headline_text", "icon_grid", "paragraph", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:47.4+00", "seconds": 5.854, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/138", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-138", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.15, "w": 0.9, "x": 0.04, "y": 0.3 }, "kind": "list", "text": "Significant near-term value at stake; Bolder environmental regulation; Increasing power demand; Increasing corporate commitment", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:47.4+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "47407e10-39a6-44b6-82ed-f5e1e12fffb8", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.15, "x": 0.04, "y": 0.52 }, "kind": "metric", "text": "~$2.4 trillion", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": null, "subkind": { "name": "Big number", "slug": "big-number", "status": "active", "canonId": "019de52c-fc70-70c8-b965-0584548a9204", "version": 1, "description": null }, "framework": null }, "subkind": "big-number", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:47.4+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0b3dc090-91fe-4ec5-b809-ef07fcb7b9a7", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.1, "x": 0.74, "y": 0.52 }, "kind": "metric", "text": ">1,000", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": null, "subkind": { "name": "Big number", "slug": "big-number", "status": "active", "canonId": "019de52c-fc70-70c8-b965-0584548a9204", "version": 1, "description": null }, "framework": null }, "subkind": "big-number", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:47.4+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5b1cd37f-7326-441d-bacf-e47143a8f3a0", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.1, "x": 0.51, "y": 0.52 }, "kind": "metric", "text": "~3.3x", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": null, "subkind": { "name": "Big number", "slug": "big-number", "status": "active", "canonId": "019de52c-fc70-70c8-b965-0584548a9204", "version": 1, "description": null }, "framework": null }, "subkind": "big-number", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:47.4+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6b309c64-fd7e-4cc6-97c9-fdbf25b5d3b9", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.1, "x": 0.28, "y": 0.52 }, "kind": "metric", "text": "~20%", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": null, "subkind": { "name": "Big number", "slug": "big-number", "status": "active", "canonId": "019de52c-fc70-70c8-b965-0584548a9204", "version": 1, "description": null }, "framework": null }, "subkind": "big-number", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:47.4+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c31ed75f-79f6-4c51-a389-74cf56c3a3a8", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "Annual capital spending: $2.4 trillion", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": { "name": "Quantification", "slug": "quantification", "status": "active", "bestFor": null, "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88", "version": 1, "bodyDocId": null, "description": "Translating a claim into numbers, charts, or tables.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:42+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3bb-700a-9d98-87ed1b1cd842", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.2, "x": 0.51, "y": 0.58 }, "kind": "paragraph", "text": "Increase in global electric power demand in a 1.5°C scenario by 2050", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:47.4+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "60f37910-3308-4c21-b6dc-36d100ba60a7", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.2, "x": 0.04, "y": 0.58 }, "kind": "paragraph", "text": "Annual capital spending required in 2031-35 for the net-zero transition: $1.2 trillion in power generation, $1 trillion in the power grid, and $200 billion in energy storage in the NGFS Net Zero 2050 scenario", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:47.4+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "74271d43-50ff-42cc-bf6c-7cc41f497d34", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.2, "x": 0.74, "y": 0.58 }, "kind": "paragraph", "text": "Number of companies that in 2021 set science-based targets toward 1.5-2.0°C goals, growing by ~3x from 2020 and representing a market cap of ~$23 trillion", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:47.4+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "87b1594e-d14d-42d3-a903-c09dbc9cc02c", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.2, "x": 0.28, "y": 0.58 }, "kind": "paragraph", "text": "Increase of climate-related laws and policies since 2020 in China, EU, and US", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:47.4+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "94015e64-676c-4310-ab62-b5e761f24b84", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.9, "x": 0.04, "y": 0.95 }, "kind": "source-note", "text": "Source: Major risk or rosy opportunity: Are companies ready for climate change?, CDP Worldwide, 2019; “Nuclear fusion market could achieve a $40 trillion valuation,” Bloomberg, Dec 28, 2021; The net-zero transition: What it would cost, what it could bring, McKinsey, Jan 2022; Global energy perspective 2022, McKinsey, Apr 2022; McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:47.4+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4156b905-48a6-4cee-b2bd-92ee6b5f426d", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.4, "x": 0.04, "y": 0.08 }, "kind": "title", "text": "Why should leaders pay attention?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:47.4+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "338979c7-36c7-401f-b560-56c0d15d3baa", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.15, "x": 0.04, "y": 0.22 }, "kind": "title", "text": "Overall trend", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Subtitle", "slug": "subtitle", "status": "active", "canonId": "019de52c-fb09-739d-900c-815b0d9ac526", "version": 1, "description": null }, "framework": null }, "subkind": "subtitle", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:47.4+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "14bf8ec7-40d0-434a-ae39-64ac54212521", "parentComponentId": null } ], "metrics": [ { "metricRaw": "Annual capital spending", "numberRaw": "$2.4 trillion", "numberKind": "money", "actionTitle": "Why should leaders pay attention?", "calloutText": null, "numberScale": "t", "numberValue": 2.4, "metricFamily": "cost_savings", "numberCurrency": "$" } ], "tools": [ { "tool": { "name": "Big Idea Formula", "slug": "big-idea-formula", "status": "active", "bestFor": "Any narrative-driven persuasive deck whose job is to move the audience: keynotes, fundraising pitches, capital-allocation board asks, all-hands behaviour-change talks, conference talks meant to shift mental models. Use it before structuring; pair with Pyramid when the deck must also withstand line-by-line scrutiny.", "canonId": "019dd956-7dd1-74d7-9866-ffdef19ecfbf", "version": 1, "bodyDocId": "c30d7484-69e0-4e21-82cf-20fa0966869e", "description": "Nancy Duarte's articulation of how to frame a presentation's central message: the speaker's unique point of view plus what's at stake for the audience, expressed as one complete declarative sentence. The narrative-driven counterpart to Minto's analytical governing thought.", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "5ea4823f-1bb0-4a85-8b59-3551346096a4", "evidence": "paragraph/paragraph: Annual capital spending required in 2031-35 for the net-zero transition: $1.2 trillion in power generation, $1 trillion in the power grid, and $200 billion in energy storage in the NGFS Net Zero 2050", "pageRefs": null, "priority": "Core", "whenToUse": "Any narrative-driven persuasive deck whose job is to move the audience: keynotes, fundraising pitches, capital-allocation board asks, all-hands behaviour-change talks, conference talks meant to shift mental models. Use it before structuring; pair with Pyramid when the deck must also withstand line-by-line scrutiny.", "confidence": 0.7, "extraction": { "at": "2026-07-17 03:16:20.081122+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 138, "whyItWorks": "Solves the topic-not-thesis trap and the stake-less recommendation trap simultaneously. A single declarative sentence with a verb forces the speaker's stance into the room; routing the consequence through the word 'you' translates internal urgency into the audience's currency. The result is short enough to be repeated after the meeting — and that repetition is the persuasion mechanism.", "antipattern": "A topic dressed as a thesis ('Sustainability Roadmap 2026'), a stake attached to the speaker rather than the audience, two ideas spliced with 'and', abstract verbs (leverage / unlock / empower) that survive deletion, or writing the Big Idea after the deck is already built so the slides don't actually defend it.", "cardinality": null, "narrativePurpose": "Forces the deck to commit to a single declarative thesis before slide one — a sentence that names the speaker's stance and routes a consequence through the audience's currency. Acts as the filter every slide, anecdote, and chart must ladder up to." } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 139, "type": "analysis", "title": "The slide uses a horizontal timeline-like structure to present key metrics for different energy technologies.", "function": "quantify_impact", "rawType": "industry_trends", "block": null, "metadata": { "slideType": "industry_trends", "slideTypeCanon": { "name": "Industry trends", "slug": "industry_trends", "status": "active", "canonId": "019de52d-0b1d-7705-a0e0-c663199cd1fa", "version": 1, "description": null }, "function": "quantify_impact", "functionCanon": { "name": "Quantify impact", "slug": "quantify_impact", "status": "active", "canonId": "019de52d-1630-720d-b57d-fa7f76bebd8d", "version": 1, "description": null }, "density": "dense", "densityScore": 65, "componentCount": 7, "textChars": 705, "nDataPoints": 8, "notes": "The slide uses a horizontal timeline-like structure to present key metrics for different energy technologies.", "elementsJson": [ "headline_text", "icon_grid", "paragraph" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:45.248+00", "seconds": 3.386, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/139", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-139", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.05, "w": 0.92, "x": 0.04, "y": 0.38 }, "kind": "list", "text": "Renewable energy, Sustainable fuels, Nuclear fusion, Energy storage, Energy storage", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:45.248+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "51f21037-7a01-4053-b18c-a3cd80c98a89", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.92, "x": 0.04, "y": 0.48 }, "kind": "metric", "text": ">80%, 3.3x, >$4 billion, ~30% CAGR, 30-60%", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": null, "subkind": { "name": "Big number", "slug": "big-number", "status": "active", "canonId": "019de52c-fc70-70c8-b965-0584548a9204", "version": 1, "description": null }, "framework": null }, "subkind": "big-number", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:45.248+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5e049fb2-ff00-4b83-85d4-d83557c51e39", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "CAGR: 30%", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": { "name": "Quantification", "slug": "quantification", "status": "active", "bestFor": null, "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88", "version": 1, "bodyDocId": null, "description": "Translating a claim into numbers, charts, or tables.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:42+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3bb-700a-9d98-f16113c2e366", "parentComponentId": null }, { "bbox": { "h": 0.3, "w": 0.92, "x": 0.04, "y": 0.55 }, "kind": "paragraph", "text": "Share of 2050 global power demand... Growth in sustainable fuels... Investment across 35 nuclear fusion projects... Growth in battery demand... Decrease in battery prices...", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:45.248+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ecc48d39-6692-4d93-bd4e-c34ba6dd73fa", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.92, "x": 0.04, "y": 0.94 }, "kind": "source-note", "text": "Source: Global energy perspective 2022, McKinsey, Apr 2022; \"Unlocking growth in battery cell manufacturing for electric vehicles,\" McKinsey, Oct 2021; Major risk or rosy opportunity, CDP Worldwide, 2019; Science-based net-zero: Scaling urgent corporate climate action worldwide, Science Based Targets initiative, June 2022; McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:45.248+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9be1d514-e27a-438c-949f-8f95db473e66", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.6, "x": 0.04, "y": 0.08 }, "kind": "title", "text": "Why should leaders pay attention? (continued)", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:45.248+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "28282568-bc3e-4cc7-a523-ba5d9e1f0fef", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.15, "x": 0.04, "y": 0.22 }, "kind": "title", "text": "Energy tech", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Subtitle", "slug": "subtitle", "status": "active", "canonId": "019de52c-fb09-739d-900c-815b0d9ac526", "version": 1, "description": null }, "framework": null }, "subkind": "subtitle", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:45.248+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a9ccfbd4-274b-4567-b511-1226e03f1a7d", "parentComponentId": null } ], "metrics": [ { "metricRaw": "CAGR", "numberRaw": "30%", "numberKind": "percent", "actionTitle": "Why should leaders pay attention? (continued)", "calloutText": null, "numberScale": null, "numberValue": 30, "metricFamily": "growth_rate", "numberCurrency": null } ], "tools": [ { "tool": { "name": "2x2 matrix", "slug": "matrix-2x2", "status": "active", "bestFor": null, "canonId": "019dd9e1-50ab-72d1-8afb-3ab0a38e32a8", "version": 1, "bodyDocId": null, "description": "BCG matrix, importance/urgency, any axes-and-quadrants frame.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "b93b9cdd-c4b1-45c4-801c-8b309b5caa61", "evidence": "list/bullet: Renewable energy, Sustainable fuels, Nuclear fusion, Energy storage, Energy storage", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.5, "extraction": { "at": "2026-07-17 03:16:20.154242+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 139, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 140, "type": "analysis", "title": "The slide uses a structured grid layout to present technical summaries of specific energy sectors.", "function": "present_framework", "rawType": "industry_trends", "block": null, "metadata": { "slideType": "industry_trends", "slideTypeCanon": { "name": "Industry trends", "slug": "industry_trends", "status": "active", "canonId": "019de52d-0b1d-7705-a0e0-c663199cd1fa", "version": 1, "description": null }, "function": "present_framework", "functionCanon": { "name": "Present framework", "slug": "present_framework", "status": "active", "canonId": "019de52d-1403-7667-9100-d2ac6709f750", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 79, "componentCount": 9, "textChars": 1301, "nDataPoints": 0, "notes": "The slide uses a structured grid layout to present technical summaries of specific energy sectors.", "elementsJson": [ "headline_text", "callout_box", "icon_grid", "footnote" ], "confidence": 0.95, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:46.44+00", "seconds": 4.389, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/140", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-140", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "Maturity in tech has driven down costs below costs of traditional fossil fuels (ie, vs coal).", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:42+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3bb-700a-9d98-c67a01170b26", "parentComponentId": null }, { "bbox": { "h": 0.5, "w": 0.2, "x": 0.46, "y": 0.27 }, "kind": "list", "text": "Nuclear fusion: Fusion is the process of combining atoms under high temperatures and pressure to release clean energy. Fusion power research is could yield commercially-viable plant within a decade.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:46.44+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0ec25b6e-ad72-44e8-8920-76058095f1d9", "parentComponentId": null }, { "bbox": { "h": 0.5, "w": 0.18, "x": 0.04, "y": 0.27 }, "kind": "list", "text": "Solar photovoltaics (PV): Maturity in tech has driven down costs below costs of traditional fossil fuels. Advancements in 3rd-generation solar PVs are primarily manipulating semiconducting materials.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:46.44+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "17408b8d-0083-4914-8fce-a18e06c890af", "parentComponentId": null }, { "bbox": { "h": 0.5, "w": 0.2, "x": 0.24, "y": 0.27 }, "kind": "list", "text": "On- and offshore wind generation: Wind power plants with larger rotors, blades, and height are better suited to harvest lower wind speeds at higher altitudes.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:46.44+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "acea9825-07b1-4593-a45f-6b14c9035fda", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.25, "x": 0.68, "y": 0.58 }, "kind": "list", "text": "Electrolyzers: Electrochemical energy conversion technologies convert water into green hydrogen (sustainable energy source), with the only byproduct of the process being oxygen.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:46.44+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ec443b43-e623-40a0-882f-58455d3499ec", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.25, "x": 0.68, "y": 0.19 }, "kind": "paragraph", "text": "H2-based fuels: Production of hydrogen as an energy source", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:46.44+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "bc49ccc8-70d0-4d2f-bc80-9c710e573514", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.3, "x": 0.04, "y": 0.19 }, "kind": "paragraph", "text": "Renewable energy: Solar PV and thermo-solar, wind, geothermal, nuclear", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:46.44+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ce4687ab-45b5-46ed-b637-4f861991b4fc", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.7, "x": 0.04, "y": 0.94 }, "kind": "source-note", "text": "Source: Andy Ridgway, “Why the promise of nuclear fusion is no longer a pipe dream,” BBC Science Focus, Dec 3, 2021; Philip Ball, “The chase for fusion energy,” Nature, Nov 17, 2021; The global fusion industry in 2021, Fusion Industry Association and UK Atomic Energy Authority, Oct 2021; McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:46.44+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8519cf7d-fc87-4a7a-8cff-f162fbc64fa3", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.5, "x": 0.04, "y": 0.07 }, "kind": "title", "text": "What are the most noteworthy technologies?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:46.44+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "896ed827-9c8f-4016-9032-6163044a3b40", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "588d07ea-988e-42be-b213-989e6243a248", "evidence": "list/bullet: Solar photovoltaics (PV): Maturity in tech has driven down costs below costs of traditional fossil fuels. Advancements in 3rd-generation solar PVs are primarily manipulating semiconducting materials.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 03:16:20.226292+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 140, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 141, "type": "analysis", "title": "Part of a series on clean energy technologies.", "function": "summarize", "rawType": "industry_trends", "block": null, "metadata": { "slideType": "industry_trends", "slideTypeCanon": { "name": "Industry trends", "slug": "industry_trends", "status": "active", "canonId": "019de52d-0b1d-7705-a0e0-c663199cd1fa", "version": 1, "description": null }, "function": "summarize", "functionCanon": { "name": "Summarize", "slug": "summarize", "status": "active", "canonId": "019de52d-1541-704f-b86f-bf7b75056373", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 88, "componentCount": 11, "textChars": 1236, "nDataPoints": 1, "notes": "Part of a series on clean energy technologies.", "elementsJson": [ "headline_text", "paragraph", "icon_grid" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:51.048+00", "seconds": 8.883, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/141", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-141", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "Lithium-ion batteries' price declined >90% in past decade, and they can only shift energy for <8 hours without becoming very expensive and incurring issues with their high self-discharge rate.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:42+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3bb-700a-9d99-1b0181f7cbf0", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.28, "x": 0.68, "y": 0.72 }, "kind": "image", "text": null, "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Illustration", "slug": "illustration", "status": "active", "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615", "version": 1, "description": null }, "framework": null }, "subkind": "illustration", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:51.048+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "010a3a5f-dd93-487c-8cfd-7b30b7fe5512", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.28, "x": 0.04, "y": 0.72 }, "kind": "image", "text": null, "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Illustration", "slug": "illustration", "status": "active", "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615", "version": 1, "description": null }, "framework": null }, "subkind": "illustration", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:51.048+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9ba966ff-f9fc-4e4c-95ae-6604995d49ee", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.28, "x": 0.36, "y": 0.72 }, "kind": "image", "text": null, "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Illustration", "slug": "illustration", "status": "active", "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615", "version": 1, "description": null }, "framework": null }, "subkind": "illustration", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:51.048+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "bde45ebf-ab43-4c73-bf97-479e509ba77a", "parentComponentId": null }, { "bbox": { "h": 0.35, "w": 0.28, "x": 0.04, "y": 0.35 }, "kind": "list", "text": "Battery storage system: Lithium-ion batteries' price declined >90% in past decade, and they can only shift energy for <8 hours without becoming very expensive and incurring issues with their high self-discharge rate. Other solutions (ie, long-duration energy storage, gravity-based energy storage) are required for weeks or months of storage", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:51.048+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2175cdd5-cd36-448d-b295-ce7ae4c34b14", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.28, "x": 0.36, "y": 0.21 }, "kind": "list", "text": "Energy distribution", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:51.048+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2cfd3991-c489-4881-b0bb-74b73e4aa304", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.28, "x": 0.68, "y": 0.35 }, "kind": "list", "text": "Smart grid: A smart grid is an advanced, intelligent electric-grid system that can provide real-time insights and control for the distribution grid", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:51.048+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5658ea88-f7dd-44d3-b2c4-6933f47d1797", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.28, "x": 0.04, "y": 0.21 }, "kind": "list", "text": "Energy storage: Battery tech, recycling, second use, long-term storage, gravity-based energy storage, etc.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:51.048+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e4e0c9b0-510b-4c60-8c92-1ae44c5f7da3", "parentComponentId": null }, { "bbox": { "h": 0.45, "w": 0.28, "x": 0.36, "y": 0.35 }, "kind": "list", "text": "EV-charging infrastructure (EVCI): Extensive networks of stations boost the accessibility and speed of recharging EV batteries. EVCI hardware includes grid and site electrical upgrades, on-site energy storage, and charger unit. EVCI software and services include energy management, electrical installation, operations and maintenance, and customer apps", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:51.048+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f002fabf-8ec2-4a06-85b7-8bbca6ced6d1", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.1, "x": 0.04, "y": 0.95 }, "kind": "source-note", "text": "Source: McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:51.048+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "cd6302a0-3ae9-46fb-b17e-61c7c7ed01f8", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.5, "x": 0.04, "y": 0.08 }, "kind": "title", "text": "What are the most noteworthy technologies? (continued)", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:51.048+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f8f3f61c-ffec-4d7c-bd4a-286bc6fb2a89", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "b0d17e7a-c190-4f91-b8b5-cb28a3f2260a", "evidence": "list/bullet: EV-charging infrastructure (EVCI): Extensive networks of stations boost the accessibility and speed of recharging EV batteries. EVCI hardware includes grid and site electrical upgrades, on-site energy storag", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 03:16:20.297242+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 141, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 142, "type": "analysis", "title": "The slide uses a split-layout design with a white background for the left side (technologies) and a dark blue background for the right side (disruptions).", "function": "summarize", "rawType": "industry_trends", "block": null, "metadata": { "slideType": "industry_trends", "slideTypeCanon": { "name": "Industry trends", "slug": "industry_trends", "status": "active", "canonId": "019de52d-0b1d-7705-a0e0-c663199cd1fa", "version": 1, "description": null }, "function": "summarize", "functionCanon": { "name": "Summarize", "slug": "summarize", "status": "active", "canonId": "019de52d-1541-704f-b86f-bf7b75056373", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 81, "componentCount": 11, "textChars": 706, "nDataPoints": 4, "notes": "The slide uses a split-layout design with a white background for the left side (technologies) and a dark blue background for the right side (disruptions).", "elementsJson": [ "headline_text", "icon_grid", "paragraph" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:46.152+00", "seconds": 3.826, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/142", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-142", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "80-90% Share of 2050 global energy mix to be sourced from renewable generation", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:43+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3bb-700a-9d99-30245aa3aecf", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.4, "x": 0.54, "y": 0.56 }, "kind": "metric", "text": "8x Growth in annual solar PV capacity", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": null, "subkind": { "name": "Big number", "slug": "big-number", "status": "active", "canonId": "019de52c-fc70-70c8-b965-0584548a9204", "version": 1, "description": null }, "framework": null }, "subkind": "big-number", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:46.152+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5c4f0dad-c245-4e5f-a3e5-bebf9ae90627", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.4, "x": 0.54, "y": 0.42 }, "kind": "metric", "text": "80-90% Share of 2050 global energy mix", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": null, "subkind": { "name": "Big number", "slug": "big-number", "status": "active", "canonId": "019de52c-fc70-70c8-b965-0584548a9204", "version": 1, "description": null }, "framework": null }, "subkind": "big-number", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:46.152+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e73a4d15-105b-415f-9742-05af66e4e893", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.4, "x": 0.54, "y": 0.68 }, "kind": "metric", "text": "5x Growth in power generated via onshore wind", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": null, "subkind": { "name": "Big number", "slug": "big-number", "status": "active", "canonId": "019de52c-fc70-70c8-b965-0584548a9204", "version": 1, "description": null }, "framework": null }, "subkind": "big-number", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:46.152+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f8db33ec-7797-4ec9-8b4a-735a8b7573c2", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "Share of 2050 global energy mix: 80-90%", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": { "name": "Quantification", "slug": "quantification", "status": "active", "bestFor": null, "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88", "version": 1, "bodyDocId": null, "description": "Translating a claim into numbers, charts, or tables.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:43+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3bb-700a-9d99-341c273573c3", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.4, "x": 0.54, "y": 0.8 }, "kind": "paragraph", "text": "Access deep-water regions: Ability to access new sites (where water depth is ≥60 meters) for development of offshore wind parks", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:46.152+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "27e9a08a-8c31-4396-8576-57685b394fe5", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.4, "x": 0.54, "y": 0.26 }, "kind": "paragraph", "text": "Net-zero power: Targets set by developed economies for 2040 and by emerging economies for 2050", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:46.152+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "60e2e6a5-c9d1-4505-9453-a1ec6b66257a", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.35, "x": 0.04, "y": 0.95 }, "kind": "source-note", "text": "Source: Global energy perspective 2022, McKinsey, Apr 2022; McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:46.152+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2bf5e60c-4d53-4127-a9ce-30916b4e7973", "parentComponentId": null }, { "bbox": { "h": 0.68, "w": 0.42, "x": 0.04, "y": 0.21 }, "kind": "table", "text": "Technology and Capabilities required table", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:46.152+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "3cc0b1d8-d1f8-4ab6-b4df-b6a014cfb5ca", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.25, "x": 0.54, "y": 0.21 }, "kind": "title", "text": "Key disruptions enabled", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:46.152+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5c16ee94-94e4-4277-9aec-b357798be222", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.42, "x": 0.04, "y": 0.04 }, "kind": "title", "text": "What disruptions could renewable energy enable in the electric power, natural gas, and utilities industry?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:46.152+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "99600e55-e804-4680-b816-591197d886e2", "parentComponentId": null } ], "metrics": [ { "metricRaw": "Share of 2050 global energy mix", "numberRaw": "80-90%", "numberKind": "percent", "actionTitle": "What disruptions could renewable energy enable in the electric power, natural gas, and utilities industry?", "calloutText": "80-90% Share of 2050 global energy mix to be sourced from renewable generation", "numberScale": null, "numberValue": -90, "metricFamily": "share_penetration", "numberCurrency": null } ], "tools": [ { "tool": { "name": "SCQA Framework", "slug": "scqa-framework", "status": "active", "bestFor": null, "canonId": "019dd956-7bcb-763f-bdf6-1dfedf3bd36c", "version": 1, "bodyDocId": "019df22a-a0b0-719e-937e-2ac31e53d32c", "description": "Situation, Complication, Question, Answer - structured problem framing", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Architect", "layer": "slide", "agents": [ "Architect" ], "matchId": "9b00d6a7-0cb8-4a79-a331-83826dbd6dea", "evidence": "The slide presents a clear Situation (What disruptions could renewable energy enable), Complication (in the electric power, natural gas, and utilities industry), and Answer (Key disruptions enabled) following the SCQA framework.", "pageRefs": null, "priority": "Core", "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 03:16:19.713345+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 142, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 143, "type": "analysis", "title": "The slide is split into two columns: the left focuses on technology and capabilities, while the right highlights key quantitative disruptions.", "function": "quantify_impact", "rawType": "industry_trends", "block": null, "metadata": { "slideType": "industry_trends", "slideTypeCanon": { "name": "Industry trends", "slug": "industry_trends", "status": "active", "canonId": "019de52d-0b1d-7705-a0e0-c663199cd1fa", "version": 1, "description": null }, "function": "quantify_impact", "functionCanon": { "name": "Quantify impact", "slug": "quantify_impact", "status": "active", "canonId": "019de52d-1630-720d-b57d-fa7f76bebd8d", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 87, "componentCount": 11, "textChars": 1013, "nDataPoints": 5, "notes": "The slide is split into two columns: the left focuses on technology and capabilities, while the right highlights key quantitative disruptions.", "elementsJson": [ "headline_text", "bullet_list", "big_number", "icon_grid", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:51.033+00", "seconds": 8.686, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/143", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-143", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.4, "w": 0.25, "x": 0.2, "y": 0.2 }, "kind": "list", "text": "Drastic reductions in production costs, coupled with infrastructure development... Lower production costs of electrolyzers... Dispatchable electrolyzers will allow for the integration of more intermittent renewable energy sources", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:51.033+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "59579223-d5c2-40c0-a862-06d7779f4bfc", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.4, "x": 0.55, "y": 0.4 }, "kind": "metric", "text": "5x Growth in hydrogen demand by 2050, driven primarily by road transport, maritime, and aviation", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": null, "subkind": { "name": "Big number", "slug": "big-number", "status": "active", "canonId": "019de52c-fc70-70c8-b965-0584548a9204", "version": 1, "description": null }, "framework": null }, "subkind": "big-number", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:51.033+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4c1d8c5f-e668-4f8f-b4c3-cda31fdc44b6", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.4, "x": 0.55, "y": 0.55 }, "kind": "metric", "text": "~0.5 Gt Carbon abatement by 2030, reaching 2.5 Gt by 2050, which is particularly critical for some hard-to-abate sectors", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": null, "subkind": { "name": "Big number", "slug": "big-number", "status": "active", "canonId": "019de52c-fc70-70c8-b965-0584548a9204", "version": 1, "description": null }, "framework": null }, "subkind": "big-number", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:51.033+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "547bc4a0-7907-4190-bef1-0f9e0c6e37d0", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.4, "x": 0.55, "y": 0.25 }, "kind": "metric", "text": "~28% Share of final energy consumption could be met by green hydrogen by 2050", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": null, "subkind": { "name": "Big number", "slug": "big-number", "status": "active", "canonId": "019de52c-fc70-70c8-b965-0584548a9204", "version": 1, "description": null }, "framework": null }, "subkind": "big-number", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:51.033+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5f8e4f3b-4d29-4705-b7be-19036d53993c", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.4, "x": 0.55, "y": 0.75 }, "kind": "metric", "text": "~65% Share of hydrogen supply mix coming from green hydrogen by 2035—and up to ~80% by 2050", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": null, "subkind": { "name": "Big number", "slug": "big-number", "status": "active", "canonId": "019de52c-fc70-70c8-b965-0584548a9204", "version": 1, "description": null }, "framework": null }, "subkind": "big-number", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:51.033+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a2903ed4-f0b0-4af8-88d2-5ab252349dd8", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "Share of final energy consumption: ~28%", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": { "name": "Quantification", "slug": "quantification", "status": "active", "bestFor": null, "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88", "version": 1, "bodyDocId": null, "description": "Translating a claim into numbers, charts, or tables.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:51+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3bb-700a-9d99-c4c6493121fd", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.15, "x": 0.05, "y": 0.2 }, "kind": "paragraph", "text": "Technology: Hydrogen-based fuels", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:51.033+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2b11836b-c2a6-4de0-9b0d-47ed83e3514c", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.4, "x": 0.05, "y": 0.75 }, "kind": "paragraph", "text": "Additional enablers include greater regulatory clarity, government decarbonization commitments, and deployment of transport and storage infrastructure", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:51.033+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c03e96c2-bc83-4fb8-bb02-cbd5cd7f6b3a", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.3, "x": 0.05, "y": 0.95 }, "kind": "source-note", "text": "Source: Global energy perspective 2022, McKinsey, Apr 2022", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:51.033+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8e875fd3-823a-436b-ba3b-c1dcd00cec83", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.2, "x": 0.55, "y": 0.2 }, "kind": "title", "text": "Key disruptions enabled", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:51.033+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "07e30995-5150-4c8d-ad1a-3c497238b8d7", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.4, "x": 0.05, "y": 0.05 }, "kind": "title", "text": "What disruptions could hydrogen enable in the electric power, natural gas, and utilities industry?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:51.033+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9734f523-340b-487a-aae1-10641ed8659e", "parentComponentId": null } ], "metrics": [ { "metricRaw": "Share of final energy consumption", "numberRaw": "~28%", "numberKind": "percent", "actionTitle": null, "calloutText": null, "numberScale": null, "numberValue": 28, "metricFamily": "share_penetration", "numberCurrency": null } ], "tools": [ { "tool": { "name": "SCQA Framework", "slug": "scqa-framework", "status": "active", "bestFor": null, "canonId": "019dd956-7bcb-763f-bdf6-1dfedf3bd36c", "version": 1, "bodyDocId": "019df22a-a0b0-719e-937e-2ac31e53d32c", "description": "Situation, Complication, Question, Answer - structured problem framing", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Architect", "layer": "slide", "agents": [ "Architect" ], "matchId": "c6ea6550-cc4a-42dc-947e-fa9cc392e03c", "evidence": "The slide presents a clear Situation (What disruptions could hydrogen enable), Complication (in the electric power, natural gas, and utilities industry), and Answer (Key disruptions enabled) following the SCQA framework.", "pageRefs": null, "priority": "Core", "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 03:16:19.798212+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 143, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 144, "type": "analysis", "title": "McKinsey & Company slide 144.", "function": "summarize", "rawType": "industry_trends", "block": null, "metadata": { "slideType": "industry_trends", "slideTypeCanon": { "name": "Industry trends", "slug": "industry_trends", "status": "active", "canonId": "019de52d-0b1d-7705-a0e0-c663199cd1fa", "version": 1, "description": null }, "function": "summarize", "functionCanon": { "name": "Summarize", "slug": "summarize", "status": "active", "canonId": "019de52d-1541-704f-b86f-bf7b75056373", "version": 1, "description": null }, "density": "balanced", "densityScore": 42, "componentCount": 5, "textChars": 686, "nDataPoints": 0, "notes": "McKinsey & Company slide 144.", "elementsJson": [ "headline_text", "paragraph", "data_table", "callout_box", "icon_grid" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:44.811+00", "seconds": 2.329, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/144", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-144", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.35, "w": 0.24, "x": 0.72, "y": 0.34 }, "kind": "callout", "text": "The construction industry is involved in decommissioning fossil-fuel assets (eg, coal mines, fossil-fuel power plants) and environmental remediation of industrial sites and infrastructure for the energy and utilities, oil and gas, and mining sectors", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:44.811+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5242a42f-c641-4198-8a68-b52ca6b4d8bf", "parentComponentId": null }, { "bbox": { "h": 0.06, "w": 0.92, "x": 0.04, "y": 0.18 }, "kind": "paragraph", "text": "Other industries are experiencing implications of clean-energy tech, primarily focused on supporting the clean-energy transition, meeting changes in resource demand, and shifting value pools", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:44.811+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "438c686f-3928-42b8-b8a7-3129a85e211f", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.15, "x": 0.04, "y": 0.95 }, "kind": "source-note", "text": "Source: McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:44.811+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d01945ba-9fcb-43eb-9bce-357757ab4d18", "parentComponentId": null }, { "bbox": { "h": 0.6, "w": 0.92, "x": 0.04, "y": 0.28 }, "kind": "table", "text": "Industry affected and Implications of technology trend for Metals and mining, Oil and gas, Construction and building materials, Chemicals, and Public and social sectors.", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:44.811+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "483f3f6b-14c8-4fcc-9a4d-3e75ec663608", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.5, "x": 0.04, "y": 0.08 }, "kind": "title", "text": "What other industries are most affected by the trend?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:44.811+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5368e3e2-71ea-4c26-a10e-31c76b3d8f6d", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Audience Definition", "slug": "audience-definition", "status": "active", "bestFor": null, "canonId": "019dd956-7f2a-775d-aeee-ff099bcb7756", "version": 1, "bodyDocId": null, "description": "Six key questions: Who are they? What do they know? What do they believe? What do they care about? What do they fear? What decisions can they make?", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "98492377-e4b2-4a36-aeb1-cb58973a2d2e", "evidence": "The slide mentions 'industries most affected by the trend', implying consideration of the audience and their needs.", "pageRefs": null, "priority": "Core", "whenToUse": null, "confidence": 0.5, "extraction": { "at": "2026-07-17 03:16:19.882307+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 144, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 145, "type": "evidence", "function": "illustrate_case", "rawType": "client_example", "block": null, "metadata": { "slideType": "client_example", "slideTypeCanon": { "name": "Client example", "slug": "client_example", "status": "active", "canonId": "019de52d-0c87-77cb-9867-613ae22e95ac", "version": 1, "description": null }, "function": "illustrate_case", "functionCanon": { "name": "Illustrate case", "slug": "illustrate_case", "status": "active", "canonId": "019de52d-13b4-772c-bb73-1873612a7463", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 78, "componentCount": 8, "textChars": 1015, "nDataPoints": 7, "notes": null, "elementsJson": [ "headline_text", "paragraph", "photo" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:49.648+00", "seconds": 7.045, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/145", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-145", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.15, "w": 0.07, "x": 0.44, "y": 0.33 }, "kind": "image", "text": null, "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Photo", "slug": "photo", "status": "active", "canonId": "019de52c-fd37-757f-b4a8-ca26d4888875", "version": 1, "description": null }, "framework": null }, "subkind": "photo", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:49.648+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "71ef9357-98e8-47ce-bd03-6681a0e1e12f", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.08, "x": 0.13, "y": 0.34 }, "kind": "list", "text": "Electric power, natural gas, and utilities", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:49.648+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "bf8050e4-332b-443d-8208-4c6ecc85950b", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "emissions reduction: 96%", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": { "name": "Quantification", "slug": "quantification", "status": "active", "bestFor": null, "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88", "version": 1, "bodyDocId": null, "description": "Translating a claim into numbers, charts, or tables.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:51+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3bb-700a-9d9a-caca07eade15", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.7, "x": 0.26, "y": 0.68 }, "kind": "paragraph", "text": "Iberdrola, one of the world’s largest utilities (by market cap), aims to reduce all emissions 43% by 2030 (from 2017) and achieve carbon neutrality in Europe by 2030 and globally by 2050; key actions include drastically increasing renewable capacity and increasing investments in smart grids and green hydrogen for industrial use", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:49.648+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "25f30fe2-5852-4f96-8fb9-abef774bf35d", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.7, "x": 0.26, "y": 0.3 }, "kind": "paragraph", "text": "Ørsted, a Danish energy company, committed to reducing greenhouse-gas emissions from energy production by 96% from 2006 to 2023 through building >1,000 offshore wind turbines, reducing offshore wind technology costs by >60% since 2012, and reducing coal consumption by 82% in power stations since 2006 by switching to sustainable biomass, among other actions. Ørsted also divested its oil and gas business to focus on expanding its international renewable energy operations", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:49.648+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a7174584-a573-41e3-bccd-865cd477610a", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.25, "x": 0.04, "y": 0.95 }, "kind": "source-note", "text": "Source: Company websites; Science Based Targets initiative", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:49.648+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8a8a0830-bd75-46d8-aa03-63078c071cff", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.6, "x": 0.04, "y": 0.03 }, "kind": "title", "text": "Who has successfully created impact with clean-energy technologies?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:49.648+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "92a813c3-71cf-478c-9080-be4c97cad8ed", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.1, "x": 0.87, "y": 0.01 }, "kind": "title", "text": "Future of clean energy", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Subtitle", "slug": "subtitle", "status": "active", "canonId": "019de52c-fb09-739d-900c-815b0d9ac526", "version": 1, "description": null }, "framework": null }, "subkind": "subtitle", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:49.648+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a142194a-def2-4df9-9d7a-763d55e2aef9", "parentComponentId": null } ], "metrics": [ { "metricRaw": "emissions reduction", "numberRaw": "96%", "numberKind": "percent", "actionTitle": "Who has successfully created impact with clean-energy technologies?", "calloutText": null, "numberScale": null, "numberValue": 96, "metricFamily": "environment", "numberCurrency": null } ], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 146, "type": "analysis", "title": "The slide uses a four-column layout with icons to categorize sector-specific challenges, followed by a summary callout box for overarching macro-uncertainties.", "function": "diagnose", "rawType": "diagnosis", "block": null, "metadata": { "slideType": "diagnosis", "slideTypeCanon": { "name": "Diagnosis", "slug": "diagnosis", "status": "active", "canonId": "019de52d-0cd7-7212-898f-0464041ff8d8", "version": 1, "description": null }, "function": "diagnose", "functionCanon": { "name": "Diagnose", "slug": "diagnose", "status": "active", "canonId": "019de52d-1657-7223-acc5-7437d878c850", "version": 1, "description": null }, "density": "dense", "densityScore": 70, "componentCount": 8, "textChars": 693, "nDataPoints": 1, "notes": "The slide uses a four-column layout with icons to categorize sector-specific challenges, followed by a summary callout box for overarching macro-uncertainties.", "elementsJson": [ "headline_text", "icon_grid", "bullet_list", "callout_box" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:49.747+00", "seconds": 6.98, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/146", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-146", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.1, "w": 0.9, "x": 0.05, "y": 0.82 }, "kind": "callout", "text": "Overarching uncertainties include supply chain risks amid global economic uncertainties, as well as insufficient regulatory clarity on decarbonization commitments, renewable-energy requirements, and uncertain carbon pricing", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:49.747+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "188fd18c-7cbb-4eb3-97b4-ee0f00d629f2", "parentComponentId": null }, { "bbox": { "h": 0.4, "w": 0.2, "x": 0.27, "y": 0.33 }, "kind": "list", "text": "Hydrogen production: Cost reductions, efficiency, infrastructure development.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:49.747+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1f2c370c-0563-417e-b7e0-a716f4090c17", "parentComponentId": null }, { "bbox": { "h": 0.4, "w": 0.2, "x": 0.71, "y": 0.33 }, "kind": "list", "text": "Energy storage/smart grids: Long-duration storage R&D, smart grid integration, deployment challenges.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:49.747+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "41aec148-df60-4cd0-82ab-38295796627a", "parentComponentId": null }, { "bbox": { "h": 0.4, "w": 0.2, "x": 0.05, "y": 0.33 }, "kind": "list", "text": "Renewables: Cost-efficient manufacturability, capacity/stability needs, supply chain risks.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:49.747+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b16ae629-b6d9-4dd4-bc03-68c552819fc5", "parentComponentId": null }, { "bbox": { "h": 0.4, "w": 0.2, "x": 0.49, "y": 0.33 }, "kind": "list", "text": "Electrification: High production costs, EV battery pack costs, charging infrastructure scaling.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:49.747+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e0bef84c-1561-4ae6-99d5-3139a5fde6d2", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.1, "x": 0.05, "y": 0.14 }, "kind": "paragraph", "text": "Not exhaustive", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:49.747+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "531be37e-243d-4747-8b07-774d1e3d7960", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.15, "x": 0.05, "y": 0.95 }, "kind": "source-note", "text": "Source: McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:49.747+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d7e92e73-11cc-42ea-ac7e-cbe2d90e577d", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.9, "x": 0.05, "y": 0.07 }, "kind": "title", "text": "What uncertainties must be resolved for the trend to achieve scale?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:49.747+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0300f684-18e4-4b00-822a-a7417a7b4121", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "8a426af3-edd9-4140-a7dc-1e695c16ba83", "evidence": "The slide contains a list of bullet points, e.g., 'Energy storage/smart grids: Long-duration storage R&D, smart grid integration, deployment challenges.'", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 21:18:12.085637+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 146, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 147, "type": "setup", "title": "The slide uses a matrix-like structure to contrast perspectives on three specific questions.", "function": "compare_options", "rawType": "comparison_table", "block": null, "metadata": { "slideType": "comparison_table", "slideTypeCanon": { "name": "Comparison table", "slug": "comparison_table", "status": "active", "canonId": "019de52d-0a06-73f8-8813-fe022fab1de2", "version": 1, "description": null }, "function": "compare_options", "functionCanon": { "name": "Compare options", "slug": "compare_options", "status": "active", "canonId": "019de52d-167f-7038-aebc-70a9d2e0e33b", "version": 1, "description": null }, "density": "sparse", "densityScore": 13, "componentCount": 3, "textChars": 231, "nDataPoints": 0, "notes": "The slide uses a matrix-like structure to contrast perspectives on three specific questions.", "elementsJson": [ "headline_text", "icon_grid", "comparison_table" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:45.57+00", "seconds": 2.596, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/147", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-147", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.02, "w": 0.15, "x": 0.04, "y": 0.95 }, "kind": "source-note", "text": "Source: McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:45.57+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0905ee4d-a1da-460e-a7d9-2c2042306611", "parentComponentId": null }, { "bbox": { "h": 0.7, "w": 0.92, "x": 0.04, "y": 0.2 }, "kind": "table", "text": "Matrix comparing supportive and opposing views across three debate topics: renewable technology, 100% renewable feasibility, and clean tech market growth.", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:45.57+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f6861436-11ff-4c67-b8e2-de55aa34ce11", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.45, "x": 0.04, "y": 0.08 }, "kind": "title", "text": "What are some topics of debate related to the trend?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:45.57+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9cf95ee6-865a-4c8d-b6f3-3595d6bd7a37", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "2x2 matrix", "slug": "matrix-2x2", "status": "active", "bestFor": null, "canonId": "019dd9e1-50ab-72d1-8afb-3ab0a38e32a8", "version": 1, "bodyDocId": null, "description": "BCG matrix, importance/urgency, any axes-and-quadrants frame.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "0c867a58-4562-4596-a613-653202f2036d", "evidence": "The slide contains a 'Matrix comparing supportive and opposing views across three debate topics: renewable technology, 100% renewable feasibility, and clean tech market growth.'", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 21:18:12.155952+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 147, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [ { "matchId": "6c411aa4-52a2-486e-8a22-f2ea3ebfd456", "evidence": "The slide structures information into a comparative matrix of opposing viewpoints.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 19:18:45.57+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 147, "frameworkName": "comparison_frame" } ], "arcBeats": [], "loops": [], "locked": true }, { "page": 148, "type": "appendix", "function": "appendix", "rawType": "appendix", "block": null, "metadata": { "slideType": "appendix", "slideTypeCanon": { "name": "Appendix", "slug": "appendix", "status": "active", "canonId": "019de52d-0762-71f8-b564-89ab863301cc", "version": 1, "description": null }, "function": "appendix", "functionCanon": { "name": "Appendix", "slug": "appendix", "status": "active", "canonId": "019de52d-138d-750b-83c3-49b4bc7a7a38", "version": 1, "description": null }, "density": "sparse", "densityScore": 23, "componentCount": 3, "textChars": 434, "nDataPoints": 0, "notes": null, "elementsJson": [ "headline_text", "bullet_list" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:48.24+00", "seconds": 5.096, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/148", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-148", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.115, "w": 0.292, "x": 0.044, "y": 0.258 }, "kind": "list", "text": "Knowledge centers: Insights on the net-zero transition, Innovate to net zero", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:48.24+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "68350dc9-b658-4891-a725-b98364e4ec08", "parentComponentId": null }, { "bbox": { "h": 0.342, "w": 0.592, "x": 0.044, "y": 0.503 }, "kind": "list", "text": "Related reading: Global energy perspective 2022, The net-zero transition: What it would cost, what it could bring, An AI power play: Fueling the next wave of innovation in the energy sector, Decarbonizing the world's industries: A net-zero guide for nine key sectors, Failure is not an option: Increasing the chances of achieving net zero", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:48.24+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "efa73f60-cd5a-415c-93bf-c03650f7d45b", "parentComponentId": null }, { "bbox": { "h": 0.035, "w": 0.255, "x": 0.044, "y": 0.083 }, "kind": "title", "text": "Additional resources", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:48.24+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2808fb27-c509-4cc0-aeac-69a9e299c3b2", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "7eda6a02-9152-442d-8da8-44627f32ba87", "evidence": "The slide contains a list of bullet points, e.g., 'Related reading: Global energy perspective 2022, The net-zero transition: What it would cost, what it could bring'}", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 21:18:12.221891+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 148, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 149, "type": "setup", "function": "front_matter", "rawType": "cover", "block": null, "metadata": { "slideType": "cover", "slideTypeCanon": { "name": "Cover", "slug": "cover", "status": "active", "canonId": "019de52d-05f2-729d-9f93-e0504f0a2410", "version": 1, "description": null }, "function": "front_matter", "functionCanon": { "name": "Front matter", "slug": "front_matter", "status": "active", "canonId": "019de52d-133d-73f0-9e26-201eda96b098", "version": 1, "description": null }, "density": "sparse", "densityScore": 18, "componentCount": 5, "textChars": 86, "nDataPoints": 0, "notes": null, "elementsJson": [ "photo", "logo_grid" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:45.37+00", "seconds": 2.19, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/149", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-149", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 1, "w": 0.5, "x": 0.5, "y": 0 }, "kind": "image", "text": null, "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Illustration", "slug": "illustration", "status": "active", "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615", "version": 1, "description": null }, "framework": null }, "subkind": "illustration", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:45.37+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6919f567-c7e4-439a-9eb8-1f589283be43", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.15, "x": 0.04, "y": 0.06 }, "kind": "image", "text": "McKinsey & Company", "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Logo", "slug": "logo", "status": "active", "canonId": "019de52c-fdaf-743d-94c4-d7c6a0e55302", "version": 1, "description": null }, "framework": null }, "subkind": "logo", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:45.37+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b1334cf7-04e9-4688-9181-3dfcd4bd8a61", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.1, "x": 0.04, "y": 0.71 }, "kind": "paragraph", "text": "August 2022", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:45.37+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "fe881dc8-d30a-4b9c-a5c0-d7c88f41f08d", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.45, "x": 0.04, "y": 0.23 }, "kind": "title", "text": "McKinsey Technology Trends Outlook 2022", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:45.37+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ad6e1c26-7f93-4097-8068-55b103518aa1", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.25, "x": 0.04, "y": 0.55 }, "kind": "title", "text": "Future of mobility", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Subtitle", "slug": "subtitle", "status": "active", "canonId": "019de52c-fb09-739d-900c-815b0d9ac526", "version": 1, "description": null }, "framework": null }, "subkind": "subtitle", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:45.37+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "75e06c5d-87b0-4cad-a9da-07fb0e414189", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Slide recipe: Cover", "slug": "cover-slide", "status": "active", "bestFor": null, "canonId": "019df269-2a08-767d-9128-e7431e6fe8a3", "version": 1, "bodyDocId": "019df269-29e5-7738-b5fa-6892e5dc8e65", "description": "The first ten seconds. Build it deliberately.", "familyLabel": "slide-recipe", "categoryName": "Slide", "categorySlug": "slide" }, "agent": "designer", "layer": "slide", "agents": [ "designer" ], "matchId": "538898b6-f0b1-4953-b638-8a17f0e6aa65", "evidence": "The slide is a cover slide with a title, logo, and subtitle", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 21:18:12.291562+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 149, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 150, "type": "analysis", "title": "The slide uses a split-layout with a narrative on the left and a structured framework of mobility drivers on the right.", "function": "establish_context", "rawType": "industry_trends", "block": null, "metadata": { "slideType": "industry_trends", "slideTypeCanon": { "name": "Industry trends", "slug": "industry_trends", "status": "active", "canonId": "019de52d-0b1d-7705-a0e0-c663199cd1fa", "version": 1, "description": null }, "function": "establish_context", "functionCanon": { "name": "Establish context", "slug": "establish_context", "status": "active", "canonId": "019de52d-1314-74e6-9074-d213dc0bdcdf", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 86, "componentCount": 11, "textChars": 1695, "nDataPoints": 0, "notes": "The slide uses a split-layout with a narrative on the left and a structured framework of mobility drivers on the right.", "elementsJson": [ "headline_text", "paragraph", "icon_grid" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:53.547+00", "seconds": 10.253, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/150", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-150", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "Mobility is undergoing its 'second great inflection point'—a shift toward autonomous, connected, electric, and smart (ACES) technologies.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:51+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3bb-700a-9d9a-10cf5db18794", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.18, "x": 0.59, "y": 0.42 }, "kind": "list", "text": "Connected-vehicle technologies: Equipment, applications, and systems that use vehicle-to-everything communications to address safety, system efficiency, and mobility on roadways", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:53.547+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "11cc0214-5ba4-4bd3-ad8d-ccbf236bdeed", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.18, "x": 0.38, "y": 0.42 }, "kind": "list", "text": "Autonomous technologies: Automated systems with sensors, AI, and analytical capabilities able to make independent decisions based on the data they collect", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:53.547+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1f7a26f5-105b-4a1e-ac35-76a857b28293", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.18, "x": 0.79, "y": 0.68 }, "kind": "list", "text": "Value chain decarbonization: Technical levers to abate emissions from materials production and end-to-end manufacturing process and increase use of recycled materials across the value chain", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:53.547+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "37f55161-974f-4386-a69b-0d77ac10d217", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.18, "x": 0.59, "y": 0.68 }, "kind": "list", "text": "Smart mobility solutions: Hardware and advanced digital/analytics solutions enabling use of alternative forms of transportation (eg, shared-mobility solutions) in addition to or instead of owning a gas-powered car", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:53.547+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "3f37e0c2-81a8-4c84-9555-c960d76c3dee", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.18, "x": 0.38, "y": 0.68 }, "kind": "list", "text": "Electrification technologies: Solutions replacing vehicle components that operate on a conventional energy source with those that operate on electricity", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:53.547+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "869e7d48-2e37-47aa-a4cb-a0a797301543", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.18, "x": 0.79, "y": 0.42 }, "kind": "list", "text": "Lightweight technologies: Incorporation of new materials (eg, carbon fiber) and processes (eg, engine downsizing) to boost fuel efficiency and improve transportation sustainability", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:53.547+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b6c79abf-f5ad-4952-bbc8-2aab99660c00", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.58, "x": 0.38, "y": 0.24 }, "kind": "paragraph", "text": "Mobility is defined by several arenas across 4 disruptive dimensions of mobility (ACES) and adjacent technologies that enable more sustainable and efficient transportation", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:53.547+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1cc03b70-3f25-4813-bbdf-81014e95169a", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.28, "x": 0.04, "y": 0.24 }, "kind": "paragraph", "text": "Mobility is undergoing its \"second great inflection point\"—a shift toward autonomous, connected, electric, and smart (ACES) technologies. This shift promises to disrupt markets while improving efficiency and sustainability of land and air transportation of people and goods", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:53.547+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "dd0940d7-011a-4bd6-a750-700d52c8d3d0", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.15, "x": 0.04, "y": 0.95 }, "kind": "source-note", "text": "Source: McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:53.547+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b71c57aa-58fa-43a4-a4a3-f2d81003d483", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.25, "x": 0.04, "y": 0.03 }, "kind": "title", "text": "What is the trend about?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:53.547+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "48d59975-6404-4a49-9991-6a452f4206cd", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Audience Definition", "slug": "audience-definition", "status": "active", "bestFor": null, "canonId": "019dd956-7f2a-775d-aeee-ff099bcb7756", "version": 1, "bodyDocId": null, "description": "Six key questions: Who are they? What do they know? What do they believe? What do they care about? What do they fear? What decisions can they make?", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "dadeb608-77e8-48ce-887a-e725b4f68515", "evidence": "The slide mentions 'Mobility is undergoing its \"second great inflection point\"—a shift toward autonomous, connected, electric, and smart (ACES) technologies.'", "pageRefs": null, "priority": "Core", "whenToUse": null, "confidence": 0.5, "extraction": { "at": "2026-07-16 21:18:12.357394+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 150, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 151, "type": "setup", "title": "The slide uses a 3-column layout to present key drivers of change in the mobility sector.", "function": "summarize", "rawType": "key_messages", "block": null, "metadata": { "slideType": "key_messages", "slideTypeCanon": { "name": "Key messages", "slug": "key_messages", "status": "active", "canonId": "019de52d-0712-703f-89f5-bda6688faf3f", "version": 1, "description": null }, "function": "summarize", "functionCanon": { "name": "Summarize", "slug": "summarize", "status": "active", "canonId": "019de52d-1541-704f-b86f-bf7b75056373", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 85, "componentCount": 15, "textChars": 746, "nDataPoints": 8, "notes": "The slide uses a 3-column layout to present key drivers of change in the mobility sector.", "elementsJson": [ "headline_text", "paragraph", "icon_grid", "big_number", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:54.235+00", "seconds": 10.64, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/151", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-151", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "Physical supply chains are vital to many industries, and today transportation is at a major inflection point, as mobility ecosystems are simultaneously affected by regulation, shifting consumer preferences, and technology disruption.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:51+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3bb-700a-9d9a-73a4b51b419a", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.92, "x": 0.04, "y": 0.64 }, "kind": "list", "text": "3. Technology disruption is happening at an unprecedented pace, and availability challenges remain", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:54.235+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8310ff3b-9d00-49c7-a98d-962fc56117fd", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.45, "x": 0.51, "y": 0.31 }, "kind": "list", "text": "2. Consumers are accepting new mobility solutions", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:54.235+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8b64945a-a1e4-40db-8be4-810ba1d9991f", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.45, "x": 0.04, "y": 0.31 }, "kind": "list", "text": "1. Regulation is enabling a mobility revolution", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:54.235+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "cbdfdc28-8292-4b13-bf34-63736754d4bd", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.1, "x": 0.04, "y": 0.45 }, "kind": "metric", "text": "50%", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": null, "subkind": { "name": "Big number", "slug": "big-number", "status": "active", "canonId": "019de52c-fc70-70c8-b965-0584548a9204", "version": 1, "description": null }, "framework": null }, "subkind": "big-number", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:54.235+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0d213ee6-9a32-4ff9-a5ff-86a44feb1595", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.08, "x": 0.74, "y": 0.75 }, "kind": "metric", "text": "50%", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": null, "subkind": { "name": "Big number", "slug": "big-number", "status": "active", "canonId": "019de52c-fc70-70c8-b965-0584548a9204", "version": 1, "description": null }, "framework": null }, "subkind": "big-number", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:54.235+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4dd01116-39a6-4d54-a0fd-2cec57e34f54", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.1, "x": 0.74, "y": 0.45 }, "kind": "metric", "text": "60%", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": null, "subkind": { "name": "Big number", "slug": "big-number", "status": "active", "canonId": "019de52c-fc70-70c8-b965-0584548a9204", "version": 1, "description": null }, "framework": null }, "subkind": "big-number", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:54.235+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6cbbf26b-b340-49c8-946c-65395d0097af", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.15, "x": 0.27, "y": 0.75 }, "kind": "metric", "text": "6 months", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": null, "subkind": { "name": "Big number", "slug": "big-number", "status": "active", "canonId": "019de52c-fc70-70c8-b965-0584548a9204", "version": 1, "description": null }, "framework": null }, "subkind": "big-number", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:54.235+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "87ec982a-7cb0-4125-9e36-4fe8b1503f91", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.1, "x": 0.27, "y": 0.45 }, "kind": "metric", "text": "150+", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": null, "subkind": { "name": "Big number", "slug": "big-number", "status": "active", "canonId": "019de52c-fc70-70c8-b965-0584548a9204", "version": 1, "description": null }, "framework": null }, "subkind": "big-number", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:54.235+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "93576998-14fa-443e-bbb0-a8fbaaa4a27e", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.08, "x": 0.04, "y": 0.75 }, "kind": "metric", "text": "8x", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": null, "subkind": { "name": "Big number", "slug": "big-number", "status": "active", "canonId": "019de52c-fc70-70c8-b965-0584548a9204", "version": 1, "description": null }, "framework": null }, "subkind": "big-number", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:54.235+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a16e132c-a5ff-4744-927d-a5257340365d", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.1, "x": 0.51, "y": 0.45 }, "kind": "metric", "text": "2/3", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": null, "subkind": { "name": "Big number", "slug": "big-number", "status": "active", "canonId": "019de52c-fc70-70c8-b965-0584548a9204", "version": 1, "description": null }, "framework": null }, "subkind": "big-number", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:54.235+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a32509a7-5263-4d5a-8cb0-aeb4d2dff495", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.08, "x": 0.51, "y": 0.75 }, "kind": "metric", "text": "1:1", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": null, "subkind": { "name": "Big number", "slug": "big-number", "status": "active", "canonId": "019de52c-fc70-70c8-b965-0584548a9204", "version": 1, "description": null }, "framework": null }, "subkind": "big-number", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:54.235+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ff2a8c2c-6072-4ac9-87e5-14b429db6d21", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.92, "x": 0.04, "y": 0.18 }, "kind": "paragraph", "text": "Physical supply chains are vital to many industries, and today transportation is at a major inflection point, as mobility ecosystems are simultaneously affected by regulation, shifting consumer preferences, and technology disruption", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:54.235+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "28d50718-dc49-4d9b-af3a-c8b018b7b160", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.15, "x": 0.04, "y": 0.95 }, "kind": "source-note", "text": "Source: McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:54.235+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "94dbb58e-eee1-4585-aad7-8aa6e9791dd6", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.4, "x": 0.04, "y": 0.08 }, "kind": "title", "text": "Why should leaders pay attention?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:54.235+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0b7657a5-6e83-4a83-a3fd-31968e6fbfc5", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 152, "type": "analysis", "title": "The slide uses the ACES framework, a standard industry acronym for mobility trends.", "function": "present_framework", "rawType": "industry_trends", "block": null, "metadata": { "slideType": "industry_trends", "slideTypeCanon": { "name": "Industry trends", "slug": "industry_trends", "status": "active", "canonId": "019de52d-0b1d-7705-a0e0-c663199cd1fa", "version": 1, "description": null }, "function": "present_framework", "functionCanon": { "name": "Present framework", "slug": "present_framework", "status": "active", "canonId": "019de52d-1403-7667-9100-d2ac6709f750", "version": 1, "description": null }, "density": "dense", "densityScore": 71, "componentCount": 9, "textChars": 703, "nDataPoints": 0, "notes": "The slide uses the ACES framework, a standard industry acronym for mobility trends.", "elementsJson": [ "headline_text", "icon_grid", "other" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:51.648+00", "seconds": 7.694, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/152", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-152", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.04, "w": 0.05, "x": 0.38, "y": 0.05 }, "kind": "framework", "text": "ACES", "attrs": null, "canon": { "kind": { "name": "Framework", "slug": "framework", "status": "active", "canonId": "019de52c-fa18-77c6-b10a-ccb8277ac0fa", "version": 1, "description": "Named conceptual framework instance." }, "tool": null, "subkind": { "name": "Framework instance", "slug": "instance", "status": "active", "canonId": "019de52d-05a2-72af-be0b-7edc60708a03", "version": 1, "description": null }, "framework": null }, "subkind": "instance", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:51.648+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8d5ff7e5-327d-4f58-a70d-3af9a9733425", "parentComponentId": null }, { "bbox": { "h": 0.3, "w": 0.13, "x": 0.7, "y": 0.2 }, "kind": "list", "text": "Electrification: Digital twin, Lithium-ion battery (LIB), Beyond LIB, Battery analytics, Hydrogen fuel cells, Hybrid propulsion", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:51.648+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "19f84eb2-11f1-4255-ad23-30a988442f0b", "parentComponentId": null }, { "bbox": { "h": 0.3, "w": 0.13, "x": 0.38, "y": 0.2 }, "kind": "list", "text": "Autonomy: Radar and camera, Lidar, Steer/brake/shift-by-wire, HD maps plus SLAM, Object detection, Driving strategy", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:51.648+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "58e65178-c838-4a4d-8df7-40fef76938b0", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.18, "x": 0.75, "y": 0.72 }, "kind": "list", "text": "Value chain decarbonization: Green primary materials, Parts and materials circularity", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:51.648+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b3f6b700-ef75-40ab-aea8-98999119a5b3", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.15, "x": 0.52, "y": 0.72 }, "kind": "list", "text": "Lightweight technologies: Advanced composites, Advanced ceramics, Metamaterials, Nanomaterials", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:51.648+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "da2c4be6-dfee-4858-870a-e776209e8882", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.12, "x": 0.84, "y": 0.2 }, "kind": "list", "text": "Smart mobility: Transportation demand management (TDM)", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:51.648+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f187772f-4cac-48e3-8a4c-c172914bf941", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.15, "x": 0.53, "y": 0.2 }, "kind": "list", "text": "Connected vehicle: Infotainment, Vehicle-to-infrastructure (V2I) connectivity, Cybersecurity", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:51.648+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "fb89829e-fce9-4ddb-b32b-0a1b0514bee0", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.3, "x": 0.52, "y": 0.95 }, "kind": "source-note", "text": "1High-definition maps and simultaneous localization and mapping. Source: McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:51.648+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b3258a53-6462-4165-bba6-beec32b4a981", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.28, "x": 0.04, "y": 0.05 }, "kind": "title", "text": "What are the most noteworthy technologies?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:51.648+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7c7cc131-dbe4-4462-b3bc-741df3719cde", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "2x2 matrix", "slug": "matrix-2x2", "status": "active", "bestFor": null, "canonId": "019dd9e1-50ab-72d1-8afb-3ab0a38e32a8", "version": 1, "bodyDocId": null, "description": "BCG matrix, importance/urgency, any axes-and-quadrants frame.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "bd3f66b2-4622-4fff-b653-6ec728d130a1", "evidence": "The slide contains a framework/instance: ACES", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 21:18:12.456513+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 152, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [ { "matchId": "91861f34-50cf-4f76-9881-da981d025142", "evidence": "The slide explicitly categorizes technologies under the ACES acronym (Autonomy, Connected, Electrification, Smart mobility).", "framework": null, "confidence": 1, "extraction": { "at": "2026-05-02 19:18:51.648+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 152, "frameworkName": "ACES" } ], "arcBeats": [], "loops": [], "locked": true }, { "page": 153, "type": "analysis", "title": "The table uses color-coded bars (blue for hardware, light blue for software/AI) to classify technologies.", "function": "summarize", "rawType": "data_table", "block": null, "metadata": { "slideType": "data_table", "slideTypeCanon": { "name": "Data table", "slug": "data_table", "status": "active", "canonId": "019de52d-0bbd-71b9-9918-417f904abbf8", "version": 1, "description": null }, "function": "summarize", "functionCanon": { "name": "Summarize", "slug": "summarize", "status": "active", "canonId": "019de52d-1541-704f-b86f-bf7b75056373", "version": 1, "description": null }, "density": "sparse", "densityScore": 16, "componentCount": 4, "textChars": 187, "nDataPoints": 0, "notes": "The table uses color-coded bars (blue for hardware, light blue for software/AI) to classify technologies.", "elementsJson": [ "data_table", "icon_grid", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:46.468+00", "seconds": 2.493, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/153", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-153", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.05, "w": 0.92, "x": 0.04, "y": 0.91 }, "kind": "disclaimer", "text": "Green steel is made with mass balancing or innovative technology...", "attrs": null, "canon": { "kind": { "name": "Disclaimer", "slug": "disclaimer", "status": "active", "canonId": "91173477-d91f-4024-bbaf-d4f93e3f82dc", "version": 1, "description": "Legal/cautionary text that occupies most of the body of its slide." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:46.468+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2c50e637-b8e4-429a-a574-a3533e956b81", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.14, "x": 0.82, "y": 0.185 }, "kind": "legend", "text": "Hardware, Software/AI", "attrs": null, "canon": { "kind": { "name": "Legend", "slug": "legend", "status": "active", "canonId": "31361933-3d22-4c70-bbad-0801e9fffc0c", "version": 1, "description": "Color/symbol decoder placed adjacent to a chart or diagram." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:46.468+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "bef1f8d8-cbbc-48dd-b931-ce7ee41679fe", "parentComponentId": null }, { "bbox": { "h": 0.7, "w": 0.92, "x": 0.04, "y": 0.2 }, "kind": "table", "text": "Tech cluster, Technologies, Description table", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:46.468+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "52e354b7-30a6-4b08-b824-8114e9b90dc3", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.5, "x": 0.04, "y": 0.08 }, "kind": "title", "text": "What are the most noteworthy technologies? (continued)", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:46.468+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "23123574-44d1-4cbe-8782-2b1c8bb2a452", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 154, "type": "analysis", "title": "The slide uses a nested matrix structure to map mobility innovations.", "function": "present_framework", "rawType": "market_landscape", "block": null, "metadata": { "slideType": "market_landscape", "slideTypeCanon": { "name": "Market landscape", "slug": "market_landscape", "status": "active", "canonId": "019de52d-0b6d-75db-a946-9ac362e3afc2", "version": 1, "description": null }, "function": "present_framework", "functionCanon": { "name": "Present framework", "slug": "present_framework", "status": "active", "canonId": "019de52d-1403-7667-9100-d2ac6709f750", "version": 1, "description": null }, "density": "balanced", "densityScore": 26, "componentCount": 4, "textChars": 413, "nDataPoints": 0, "notes": "The slide uses a nested matrix structure to map mobility innovations.", "elementsJson": [ "headline_text", "matrix_nxn", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:49.477+00", "seconds": 5.38, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/154", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-154", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.05, "w": 0.92, "x": 0.04, "y": 0.88 }, "kind": "disclaimer", "text": "1Autonomy is categorized across level of supervision needed: L1 is execution of steering and acceleration/deceleration; L2 is monitoring of driving environment; L3 is fallback performance of dynamic driving tasks; L4 is system capability (ie, driving modes). 2With AI to manage logistics networks and fleet parks.", "attrs": null, "canon": { "kind": { "name": "Disclaimer", "slug": "disclaimer", "status": "active", "canonId": "91173477-d91f-4024-bbaf-d4f93e3f82dc", "version": 1, "description": "Legal/cautionary text that occupies most of the body of its slide." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:49.477+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "694c9621-5d34-40b6-a77f-d7ee00d5d4f7", "parentComponentId": null }, { "bbox": { "h": 0.65, "w": 0.92, "x": 0.04, "y": 0.2 }, "kind": "framework", "text": "Matrix mapping mobility disruptions", "attrs": null, "canon": { "kind": { "name": "Framework", "slug": "framework", "status": "active", "canonId": "019de52c-fa18-77c6-b10a-ccb8277ac0fa", "version": 1, "description": "Named conceptual framework instance." }, "tool": null, "subkind": { "name": "Framework instance", "slug": "instance", "status": "active", "canonId": "019de52d-05a2-72af-be0b-7edc60708a03", "version": 1, "description": null }, "framework": null }, "subkind": "instance", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:49.477+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "180cf90f-13dd-4f46-84ea-896c54b47514", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.15, "x": 0.04, "y": 0.95 }, "kind": "source-note", "text": "Source: McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:49.477+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "71aef100-bff4-471a-b1bf-552b2a148a7c", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.45, "x": 0.04, "y": 0.08 }, "kind": "title", "text": "What disruptions could the trend enable?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:49.477+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "19d36972-575a-4e99-a3d9-2df5ec750b1e", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "a24f3864-ad05-4014-b2dd-a4f66057067d", "evidence": "The slide organizes mobility disruptions into a 2x2 grid structure (Ground/Air vs Passenger/Goods) with further sub-segmentation.", "framework": null, "confidence": 1, "extraction": { "at": "2026-05-02 19:18:49.477+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 154, "frameworkName": "matrix-nxn" } ], "arcBeats": [], "loops": [], "locked": true }, { "page": 155, "type": "analysis", "title": "The slide uses a structured table format to map industries to specific strategic implications.", "function": "summarize", "rawType": "industry_trends", "block": null, "metadata": { "slideType": "industry_trends", "slideTypeCanon": { "name": "Industry trends", "slug": "industry_trends", "status": "active", "canonId": "019de52d-0b1d-7705-a0e0-c663199cd1fa", "version": 1, "description": null }, "function": "summarize", "functionCanon": { "name": "Summarize", "slug": "summarize", "status": "active", "canonId": "019de52d-1541-704f-b86f-bf7b75056373", "version": 1, "description": null }, "density": "balanced", "densityScore": 35, "componentCount": 5, "textChars": 364, "nDataPoints": 2, "notes": "The slide uses a structured table format to map industries to specific strategic implications.", "elementsJson": [ "headline_text", "bullet_list", "data_table", "icon_grid" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:46.768+00", "seconds": 2.527, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/155", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-155", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "Among the most affected industries are automotive and assembly; aviation, travel, and logistics; and telecommunications", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:51+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3bb-700a-9d9a-de83365b06c6", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.8, "x": 0.04, "y": 0.17 }, "kind": "paragraph", "text": "Among the most affected industries are automotive and assembly; aviation, travel, and logistics; and telecommunications", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:46.768+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9dee1969-382b-4b3d-a874-e7eb409f7fa9", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.15, "x": 0.04, "y": 0.95 }, "kind": "source-note", "text": "Source: McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:46.768+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b5ab8538-d99f-4a04-839e-0fa7e555dc2c", "parentComponentId": null }, { "bbox": { "h": 0.68, "w": 0.92, "x": 0.04, "y": 0.23 }, "kind": "table", "text": "Industry affected and Implications of technology trend", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:46.768+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0fee0693-fbec-4666-ac3d-ca6068d1b989", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.6, "x": 0.04, "y": 0.08 }, "kind": "title", "text": "What industries are most affected by the trend?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:46.768+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a6f1d604-04d8-4053-bf12-6e60705b76d6", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 156, "type": "analysis", "title": "The slide uses a list-based table format to map industries to specific technological implications.", "function": "summarize", "rawType": "industry_trends", "block": null, "metadata": { "slideType": "industry_trends", "slideTypeCanon": { "name": "Industry trends", "slug": "industry_trends", "status": "active", "canonId": "019de52d-0b1d-7705-a0e0-c663199cd1fa", "version": 1, "description": null }, "function": "summarize", "functionCanon": { "name": "Summarize", "slug": "summarize", "status": "active", "canonId": "019de52d-1541-704f-b86f-bf7b75056373", "version": 1, "description": null }, "density": "balanced", "densityScore": 39, "componentCount": 5, "textChars": 579, "nDataPoints": 0, "notes": "The slide uses a list-based table format to map industries to specific technological implications.", "elementsJson": [ "headline_text", "paragraph", "comparison_table", "icon_grid" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:46.976+00", "seconds": 2.242, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/156", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-156", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "Diverse stakeholders across industries are experiencing second-order implications of novel transportation technologies.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:52+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3bb-700a-9d9b-080fbe592391", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.91, "x": 0.044, "y": 0.205 }, "kind": "paragraph", "text": "Diverse stakeholders across industries are experiencing second-order implications of novel transportation technologies. Disruption is primarily driven by macroeconomic impact, changes in resource demand patterns, novel modes of transportation, and changes in vehicle ownership models, as well as shifting value pools", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:46.976+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d2d54125-8192-4a2c-96fb-8b3c2819f142", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.15, "x": 0.044, "y": 0.95 }, "kind": "source-note", "text": "Source: McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:46.976+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "41b09150-4161-413c-9c16-591c8301defd", "parentComponentId": null }, { "bbox": { "h": 0.58, "w": 0.91, "x": 0.044, "y": 0.32 }, "kind": "table", "text": "Industry affected and Implications of technology trend table", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:46.976+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6f27c9a8-4293-4ef9-b5c5-3103cbd795b4", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.55, "x": 0.044, "y": 0.085 }, "kind": "title", "text": "What industries are most affected by the trend? (continued)", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:46.976+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a2f665b5-d23f-401d-807c-a6f934addbed", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 157, "type": "appendix", "title": "The slide uses a comparative structure to map technology applications across different sectors and functional areas.", "function": "present_solution", "rawType": "other", "block": null, "metadata": { "slideType": "other", "slideTypeCanon": { "name": "Other (fallback)", "slug": "other", "status": "active", "canonId": "019de52d-0af5-71ed-83de-d51ae245fc43", "version": 1, "description": null }, "function": "present_solution", "functionCanon": { "name": "Present solution", "slug": "present_solution", "status": "active", "canonId": "019de52d-15b8-71da-bd23-2b767850cbce", "version": 1, "description": null }, "density": "sparse", "densityScore": 10, "componentCount": 3, "textChars": 141, "nDataPoints": 0, "notes": "The slide uses a comparative structure to map technology applications across different sectors and functional areas.", "elementsJson": [ "headline_text", "data_table", "icon_grid" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:47.165+00", "seconds": 2.361, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/157", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-157", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.02, "w": 0.15, "x": 0.04, "y": 0.95 }, "kind": "source-note", "text": "Source: McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:47.165+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5022398c-6cbe-418b-8659-6f2653921f3e", "parentComponentId": null }, { "bbox": { "h": 0.68, "w": 0.92, "x": 0.04, "y": 0.22 }, "kind": "table", "text": "Function-specific use cases vs Industry use cases", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:47.165+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8171730c-a161-4c2a-af26-6d22aecc0896", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.92, "x": 0.04, "y": 0.08 }, "kind": "title", "text": "What are some use cases for the technologies that drive this trend?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:47.165+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ce144c62-832d-4339-a964-6bc067e569e8", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 158, "type": "evidence", "title": "The slide uses a table format to map industries to specific technologies, companies, and the resulting disruption/impact.", "function": "illustrate_case", "rawType": "client_example", "block": null, "metadata": { "slideType": "client_example", "slideTypeCanon": { "name": "Client example", "slug": "client_example", "status": "active", "canonId": "019de52d-0c87-77cb-9867-613ae22e95ac", "version": 1, "description": null }, "function": "illustrate_case", "functionCanon": { "name": "Illustrate case", "slug": "illustrate_case", "status": "active", "canonId": "019de52d-13b4-772c-bb73-1873612a7463", "version": 1, "description": null }, "density": "balanced", "densityScore": 38, "componentCount": 4, "textChars": 541, "nDataPoints": 7, "notes": "The slide uses a table format to map industries to specific technologies, companies, and the resulting disruption/impact.", "elementsJson": [ "comparison_table", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:47.858+00", "seconds": 2.703, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/158", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-158", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.06, "w": 0.92, "x": 0.04, "y": 0.88 }, "kind": "disclaimer", "text": "1 Savings achieved when operating in the optimal long-haul operating band of 55–68 miles per hour. 2 Package includes forward collision and lane departure warnings, autobraking, and adaptive cruise control. 3 In the case of the Boeing 787-9, which burns approximately 5,400 liters of fuel per hour, a 10–12% improvement in fuel economy amounts to 540–650 liters saved per hour.", "attrs": null, "canon": { "kind": { "name": "Disclaimer", "slug": "disclaimer", "status": "active", "canonId": "91173477-d91f-4024-bbaf-d4f93e3f82dc", "version": 1, "description": "Legal/cautionary text that occupies most of the body of its slide." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:47.858+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "19681049-9adb-4587-8a1d-46acc6288218", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.15, "x": 0.04, "y": 0.95 }, "kind": "source-note", "text": "Source: McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:47.858+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2d7ed30e-407b-4a87-9fba-c04a09ebbd8a", "parentComponentId": null }, { "bbox": { "h": 0.65, "w": 0.92, "x": 0.04, "y": 0.18 }, "kind": "table", "text": "Industry, Mobility technology, Example company, Disruption caused by technology", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:47.858+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f6114557-ce03-42a7-9d5b-ad4c9e9c39bf", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.6, "x": 0.04, "y": 0.08 }, "kind": "title", "text": "Who has successfully created impact with these technologies?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:47.858+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e2f6ae4e-194b-42ce-b207-c1c58506df8a", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 159, "type": "analysis", "title": "Split-screen layout comparing positive and negative considerations.", "function": "diagnose", "rawType": "risk_register", "block": null, "metadata": { "slideType": "risk_register", "slideTypeCanon": { "name": "Risk register", "slug": "risk_register", "status": "active", "canonId": "019de52d-0dee-7220-9713-5179f9ebc41c", "version": 1, "description": null }, "function": "diagnose", "functionCanon": { "name": "Diagnose", "slug": "diagnose", "status": "active", "canonId": "019de52d-1657-7223-acc5-7437d878c850", "version": 1, "description": null }, "density": "dense", "densityScore": 61, "componentCount": 8, "textChars": 536, "nDataPoints": 0, "notes": "Split-screen layout comparing positive and negative considerations.", "elementsJson": [ "headline_text", "bullet_list", "other" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:48.198+00", "seconds": 3.027, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/159", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-159", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.15, "w": 0.12, "x": 0.33, "y": 0.2 }, "kind": "image", "text": null, "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Illustration", "slug": "illustration", "status": "active", "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615", "version": 1, "description": null }, "framework": null }, "subkind": "illustration", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:48.198+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0d8c9976-882a-4171-8784-51abdc251165", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.1, "x": 0.85, "y": 0.2 }, "kind": "image", "text": null, "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Illustration", "slug": "illustration", "status": "active", "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615", "version": 1, "description": null }, "framework": null }, "subkind": "illustration", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:48.198+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c3ac7b10-f215-4ccd-9c14-371a8f8110dc", "parentComponentId": null }, { "bbox": { "h": 0.5, "w": 0.4, "x": 0.54, "y": 0.35 }, "kind": "list", "text": "Safety and accountability concerns; Technology uncertainties about batteries; Customer perceptions of noise and visual impact; Equipment and infrastructure costs; Regulation shifts; Privacy and security concerns", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:48.198+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0043766a-b753-412e-bc96-2b2d4c88b11a", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.4, "x": 0.05, "y": 0.35 }, "kind": "list", "text": "Cost savings from supply chain improvements; Market expansion from reaching new customer segments; Sustainability as new modes of ground and air mobility prioritize electric, hydrogen-based, or hybrid propulsion", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:48.198+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e78679fd-91aa-4717-b2c1-c2d5d3a2d876", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.15, "x": 0.05, "y": 0.95 }, "kind": "source-note", "text": "Source: McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:48.198+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "fb61dc3c-c118-41e1-a263-d6758617f008", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.25, "x": 0.54, "y": 0.28 }, "kind": "title", "text": "Risks and uncertainties", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:48.198+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "58df95aa-3cff-48ab-abfa-b10734f6aca0", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.4, "x": 0.05, "y": 0.06 }, "kind": "title", "text": "What should leaders consider when engaging with the trend?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:48.198+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "788829b8-20dc-4074-9ab8-979dc9dc197f", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.1, "x": 0.05, "y": 0.28 }, "kind": "title", "text": "Benefits", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:48.198+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ab2e728b-f327-46e9-8e46-e86f2cd66799", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 160, "type": "tension", "title": "The slide uses a numbered list format to categorize complex industry debates.", "function": "frame_problem", "rawType": "initiative_list", "block": null, "metadata": { "slideType": "initiative_list", "slideTypeCanon": { "name": "Initiative list", "slug": "initiative_list", "status": "active", "canonId": "019de52d-0caf-770e-9b91-b99239121f50", "version": 1, "description": null }, "function": "frame_problem", "functionCanon": { "name": "Frame problem", "slug": "frame_problem", "status": "active", "canonId": "019de52d-13db-753e-ad70-e9b2d0dab398", "version": 1, "description": null }, "density": "balanced", "densityScore": 31, "componentCount": 5, "textChars": 375, "nDataPoints": 0, "notes": "The slide uses a numbered list format to categorize complex industry debates.", "elementsJson": [ "headline_text", "numbered_list", "paragraph" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:47.985+00", "seconds": 2.368, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/160", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-160", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.02, "w": 0.15, "x": 0.04, "y": 0.95 }, "kind": "disclaimer", "text": "Source: McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Disclaimer", "slug": "disclaimer", "status": "active", "canonId": "91173477-d91f-4024-bbaf-d4f93e3f82dc", "version": 1, "description": "Legal/cautionary text that occupies most of the body of its slide." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:47.985+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4f01def9-a581-49a1-a45d-7945080bd589", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.2, "x": 0.75, "y": 0.18 }, "kind": "legend", "text": "Ground transportation; Air mobility", "attrs": null, "canon": { "kind": { "name": "Legend", "slug": "legend", "status": "active", "canonId": "31361933-3d22-4c70-bbad-0801e9fffc0c", "version": 1, "description": "Color/symbol decoder placed adjacent to a chart or diagram." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:47.985+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1fd534ac-6f67-4004-b71c-50aa39107412", "parentComponentId": null }, { "bbox": { "h": 0.7, "w": 0.2, "x": 0.04, "y": 0.2 }, "kind": "list", "text": "1. Market penetration and timing of autonomy\n2. Future of smart mobility in cities\n3. Impact of shared mobility\n4. Timing for new aerial modes of transport\n5. Sustainable and inclusive air mobility", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Numbered list", "slug": "numbered", "status": "active", "canonId": "019de52c-fcc0-7718-a284-a4250c805df2", "version": 1, "description": null }, "framework": null }, "subkind": "numbered", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:47.985+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f96246fe-1351-425f-9568-abe227691d88", "parentComponentId": null }, { "bbox": { "h": 0.7, "w": 0.7, "x": 0.25, "y": 0.2 }, "kind": "paragraph", "text": "Detailed questions and context for each of the five debate topics.", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:47.985+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "3904fe3b-69d3-4d8a-8fb0-53be5535e4ef", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.45, "x": 0.04, "y": 0.08 }, "kind": "title", "text": "What are some topics of debate related to the trend?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:47.985+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9d6162c0-c1bd-404e-aab8-cceac0bf4903", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 161, "type": "appendix", "function": "appendix", "rawType": "appendix", "block": null, "metadata": { "slideType": "appendix", "slideTypeCanon": { "name": "Appendix", "slug": "appendix", "status": "active", "canonId": "019de52d-0762-71f8-b564-89ab863301cc", "version": 1, "description": null }, "function": "appendix", "functionCanon": { "name": "Appendix", "slug": "appendix", "status": "active", "canonId": "019de52d-138d-750b-83c3-49b4bc7a7a38", "version": 1, "description": null }, "density": "balanced", "densityScore": 27, "componentCount": 5, "textChars": 304, "nDataPoints": 0, "notes": null, "elementsJson": [ "headline_text", "numbered_list" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:48.057+00", "seconds": 2.339, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/161", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-161", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.261, "w": 0.632, "x": 0.045, "y": 0.525 }, "kind": "list", "text": "Mobility’s second great inflection point\nThe future of mobility is at our doorstep\nAdvanced air mobility in 2030\nReimagining mobility: A CEO’s guide\nThe zero-carbon car: Abating material emissions is next on the agenda", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:48.057+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4cf3aeeb-220c-4e7d-84ba-306219e07931", "parentComponentId": null }, { "bbox": { "h": 0.028, "w": 0.193, "x": 0.045, "y": 0.258 }, "kind": "paragraph", "text": "Knowledge center", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:48.057+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2c687cb2-2265-49e2-b944-d4b3032ee153", "parentComponentId": null }, { "bbox": { "h": 0.028, "w": 0.343, "x": 0.045, "y": 0.325 }, "kind": "paragraph", "text": "McKinsey Center for Future Mobility", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:48.057+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "96275d19-3321-4deb-b47c-9672e214f08b", "parentComponentId": null }, { "bbox": { "h": 0.028, "w": 0.181, "x": 0.045, "y": 0.458 }, "kind": "paragraph", "text": "Related reading", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:48.057+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d2d666f2-dfb8-48a5-bcc7-2fdc29871a4e", "parentComponentId": null }, { "bbox": { "h": 0.038, "w": 0.325, "x": 0.044, "y": 0.083 }, "kind": "title", "text": "Additional resources", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:48.057+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "42b10779-2bd2-4c77-81ac-97553d9c253f", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 162, "type": "setup", "function": "front_matter", "rawType": "cover", "block": null, "metadata": { "slideType": "cover", "slideTypeCanon": { "name": "Cover", "slug": "cover", "status": "active", "canonId": "019de52d-05f2-729d-9f93-e0504f0a2410", "version": 1, "description": null }, "function": "front_matter", "functionCanon": { "name": "Front matter", "slug": "front_matter", "status": "active", "canonId": "019de52d-133d-73f0-9e26-201eda96b098", "version": 1, "description": null }, "density": "sparse", "densityScore": 20, "componentCount": 5, "textChars": 119, "nDataPoints": 0, "notes": null, "elementsJson": [ "photo" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:48.044+00", "seconds": 2.149, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/162", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-162", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.5, "w": 0.35, "x": 0.6, "y": 0.4 }, "kind": "image", "text": "Spacecraft illustration", "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Illustration", "slug": "illustration", "status": "active", "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615", "version": 1, "description": null }, "framework": null }, "subkind": "illustration", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:48.044+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5a56320b-b364-4ee2-9853-047bafa520a6", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.15, "x": 0.05, "y": 0.05 }, "kind": "image", "text": "McKinsey & Company", "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Logo", "slug": "logo", "status": "active", "canonId": "019de52c-fdaf-743d-94c4-d7c6a0e55302", "version": 1, "description": null }, "framework": null }, "subkind": "logo", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:48.044+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "cae71f5f-dec5-4812-9e95-6308e964a367", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.1, "x": 0.05, "y": 0.7 }, "kind": "paragraph", "text": "August 2022", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:48.044+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8da8b220-0b07-4a5f-9fa0-a2917f46003a", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.45, "x": 0.05, "y": 0.25 }, "kind": "title", "text": "McKinsey Technology Trends Outlook 2022", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:48.044+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "096dfb08-2c30-4f63-98ab-9c3bbee52844", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.4, "x": 0.05, "y": 0.55 }, "kind": "title", "text": "Future of space technologies", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Subtitle", "slug": "subtitle", "status": "active", "canonId": "019de52c-fb09-739d-900c-815b0d9ac526", "version": 1, "description": null }, "framework": null }, "subkind": "subtitle", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:48.044+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c0900d2b-d5d5-4843-8e92-dc220f3e0a90", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Slide recipe: Cover", "slug": "cover-slide", "status": "active", "bestFor": null, "canonId": "019df269-2a08-767d-9128-e7431e6fe8a3", "version": 1, "bodyDocId": "019df269-29e5-7738-b5fa-6892e5dc8e65", "description": "The first ten seconds. Build it deliberately.", "familyLabel": "slide-recipe", "categoryName": "Slide", "categorySlug": "slide" }, "agent": "designer", "layer": "slide", "agents": [ "designer" ], "matchId": "f4f1f92e-b53f-4f90-9333-8065910b353d", "evidence": "The slide is titled 'McKinsey Technology Trends Outlook 2022: Future of space technologies' and includes a title, subtitle, image/illustration, and logo.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 21:18:09.040195+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 162, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 163, "type": "analysis", "title": "The slide uses two scatter plots to demonstrate cost reduction trends over time.", "function": "summarize", "rawType": "industry_trends", "block": null, "metadata": { "slideType": "industry_trends", "slideTypeCanon": { "name": "Industry trends", "slug": "industry_trends", "status": "active", "canonId": "019de52d-0b1d-7705-a0e0-c663199cd1fa", "version": 1, "description": null }, "function": "summarize", "functionCanon": { "name": "Summarize", "slug": "summarize", "status": "active", "canonId": "019de52d-1541-704f-b86f-bf7b75056373", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 83, "componentCount": 9, "textChars": 1003, "nDataPoints": 10, "notes": "The slide uses two scatter plots to demonstrate cost reduction trends over time.", "elementsJson": [ "headline_text", "paragraph", "scatter_plot", "numbered_list", "footnote", "icon_grid" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:49.526+00", "seconds": 3.422, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/163", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-163", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "The largest shift in space tech over the past 5–10 years has been the acceleration down the cost curve, which is increasingly unlocking new capabilities, use cases, and users for space tech and satellite data and scaling accessibility.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:53+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3bb-700a-9d9b-46c69863e263", "parentComponentId": null }, { "bbox": { "h": 0.4, "w": 0.28, "x": 0.35, "y": 0.42 }, "kind": "chart", "text": "Cost per gigabit, $ million", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Scatter plot", "slug": "scatter", "status": "active", "canonId": "019de52d-007d-72ec-8689-c79fb78e21a2", "version": 1, "description": null }, "framework": null }, "subkind": "scatter", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:49.526+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "99e342d3-5008-477d-8685-73e4f8fba1d9", "parentComponentId": null }, { "bbox": { "h": 0.4, "w": 0.28, "x": 0.04, "y": 0.42 }, "kind": "chart", "text": "Cost per kg to low-Earth orbit (LEO), $ thousand", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Scatter plot", "slug": "scatter", "status": "active", "canonId": "019de52d-007d-72ec-8689-c79fb78e21a2", "version": 1, "description": null }, "framework": null }, "subkind": "scatter", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:49.526+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "fea36673-7e9e-45b4-8cc7-30b42c8ab06e", "parentComponentId": null }, { "bbox": { "h": 0.06, "w": 0.6, "x": 0.04, "y": 0.86 }, "kind": "disclaimer", "text": "1. Figures reflect estimates only... 2. Geosynchronous equatorial orbit. 3. Launch years are actual or planned...", "attrs": null, "canon": { "kind": { "name": "Disclaimer", "slug": "disclaimer", "status": "active", "canonId": "91173477-d91f-4024-bbaf-d4f93e3f82dc", "version": 1, "description": "Legal/cautionary text that occupies most of the body of its slide." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:49.526+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "fce77d52-c28c-4f88-866e-b4e6ce0fa043", "parentComponentId": null }, { "bbox": { "h": 0.55, "w": 0.3, "x": 0.67, "y": 0.28 }, "kind": "list", "text": "1. The largest shift in space tech over the past 5–10 years has been the acceleration down the cost curve... 2. One of the drivers of cost-effectiveness has been the reduction of size, weight, power, and cost (SWaP-C)... 3. SWaP-C reduction has led to architectural shifts...", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Numbered list", "slug": "numbered", "status": "active", "canonId": "019de52c-fcc0-7718-a284-a4250c805df2", "version": 1, "description": null }, "framework": null }, "subkind": "numbered", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:49.526+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9c628bce-184d-467d-8403-adb9b18b0b6f", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "Cost per kg to LEO", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": { "name": "Quantification", "slug": "quantification", "status": "active", "bestFor": null, "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88", "version": 1, "bodyDocId": null, "description": "Translating a claim into numbers, charts, or tables.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:53+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3bb-700a-9d9b-489948ae4369", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.6, "x": 0.04, "y": 0.94 }, "kind": "source-note", "text": "Source: Ryan Brukardt, Jesse Klempner, Daniel Pacthod, and Brooke Stokes, “The role of space in driving sustainability, security, and development on Earth,” McKinsey, May 2022", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:49.526+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "bf32ad9a-15d3-4055-9b97-b2d2b23d56d5", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.55, "x": 0.04, "y": 0.19 }, "kind": "title", "text": "Moving down the cost curve has unlocked use cases that were previously cost-prohibitive", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Action title", "slug": "action-title", "status": "active", "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d", "version": 1, "description": null }, "framework": null }, "subkind": "action-title", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:49.526+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5b674eca-03d9-4efe-ad96-513bc745c670", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.3, "x": 0.04, "y": 0.09 }, "kind": "title", "text": "What is this trend about?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:49.526+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e84828f9-435d-4556-903c-f87c8ea8adbe", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Chart Selection Guide", "slug": "chart-selection-guide", "status": "active", "bestFor": null, "canonId": "019dd956-b1a0-700b-ba17-0e16c4d5bcae", "version": 1, "bodyDocId": null, "description": "Choosing the right chart type for your data and message", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Designer", "layer": "slide", "agents": [ "Designer" ], "matchId": "ee6b46f4-88a6-413b-871c-b3f3bbebc9c1", "evidence": "The slide includes a scatter chart with two metrics: 'Cost per kg to low-Earth orbit (LEO), $ thousand' and 'Cost per gigabit, $ million'.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 21:18:09.106982+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 163, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 164, "type": "analysis", "title": "The slide uses a horizontal layout with icons to structure five distinct market drivers.", "function": "summarize", "rawType": "market_landscape", "block": null, "metadata": { "slideType": "market_landscape", "slideTypeCanon": { "name": "Market landscape", "slug": "market_landscape", "status": "active", "canonId": "019de52d-0b6d-75db-a946-9ac362e3afc2", "version": 1, "description": null }, "function": "summarize", "functionCanon": { "name": "Summarize", "slug": "summarize", "status": "active", "canonId": "019de52d-1541-704f-b86f-bf7b75056373", "version": 1, "description": null }, "density": "dense", "densityScore": 70, "componentCount": 8, "textChars": 653, "nDataPoints": 6, "notes": "The slide uses a horizontal layout with icons to structure five distinct market drivers.", "elementsJson": [ "headline_text", "icon_grid", "paragraph", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:52.603+00", "seconds": 6.168, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/164", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-164", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.6, "w": 0.18, "x": 0.04, "y": 0.25 }, "kind": "list", "text": ">$1 trillion estimated market; >10% estimated annual growth by 2030; ~$447B today; ~15% CAGR up to 2030 for Earth observation", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:52.603+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "147884c8-7728-4423-8698-7dc64f43f70f", "parentComponentId": null }, { "bbox": { "h": 0.6, "w": 0.18, "x": 0.42, "y": 0.25 }, "kind": "list", "text": "Significant cost reductions; further reductions in launch and return-to-Earth costs", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:52.603+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6f608263-feb6-4209-b6f1-49f1a522040e", "parentComponentId": null }, { "bbox": { "h": 0.6, "w": 0.18, "x": 0.8, "y": 0.25 }, "kind": "list", "text": "Increased focus on software; value-added services; digital applications; AI delivering real-time insights", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:52.603+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7d6fa0f4-f84a-4da9-b823-e545166febed", "parentComponentId": null }, { "bbox": { "h": 0.6, "w": 0.18, "x": 0.61, "y": 0.25 }, "kind": "list", "text": "New business models; vertical integration; movement toward value-added services", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:52.603+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9f46fc39-31c3-49bd-883a-989be797774f", "parentComponentId": null }, { "bbox": { "h": 0.6, "w": 0.18, "x": 0.23, "y": 0.25 }, "kind": "list", "text": "Increased participation globally; >1,400 companies involved; growth from 600+ to 1,000+ by 2030", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:52.603+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e39e41c7-3686-4140-8eab-a4f299091b0c", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "Market size: $1 trillion", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": { "name": "Quantification", "slug": "quantification", "status": "active", "bestFor": null, "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88", "version": 1, "bodyDocId": null, "description": "Translating a claim into numbers, charts, or tables.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:54+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3bb-700a-9d9b-c0ef126a04a9", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.35, "x": 0.04, "y": 0.95 }, "kind": "source-note", "text": "Source: \"The role of space in driving sustainability, security, and development on Earth,\" McKinsey, May 2022", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:52.603+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "25d119b7-9008-495c-a0ba-bb195f0c91c0", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.4, "x": 0.04, "y": 0.08 }, "kind": "title", "text": "Why should leaders pay attention?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:52.603+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "584e61cd-44ee-475b-ac31-1098d2ac8a0f", "parentComponentId": null } ], "metrics": [ { "metricRaw": "Market size", "numberRaw": "$1 trillion", "numberKind": "money", "actionTitle": null, "calloutText": null, "numberScale": "t", "numberValue": 1, "metricFamily": "market_size", "numberCurrency": "$" } ], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 165, "type": "analysis", "title": "The slide highlights the transition from GEO to LEO architectures and the impact of consumer tech on satellite capabilities.", "function": "summarize", "rawType": "industry_trends", "block": null, "metadata": { "slideType": "industry_trends", "slideTypeCanon": { "name": "Industry trends", "slug": "industry_trends", "status": "active", "canonId": "019de52d-0b1d-7705-a0e0-c663199cd1fa", "version": 1, "description": null }, "function": "summarize", "functionCanon": { "name": "Summarize", "slug": "summarize", "status": "active", "canonId": "019de52d-1541-704f-b86f-bf7b75056373", "version": 1, "description": null }, "density": "dense", "densityScore": 70, "componentCount": 7, "textChars": 1035, "nDataPoints": 2, "notes": "The slide highlights the transition from GEO to LEO architectures and the impact of consumer tech on satellite capabilities.", "elementsJson": [ "headline_text", "paragraph", "bullet_list", "photo", "callout_box" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:50.935+00", "seconds": 4.396, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/165", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-165", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "Enabled a shift in architecture from individual GEO satellites to proliferated architectures in LEO", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:53+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3bb-700a-9d9b-86d0d26679e1", "parentComponentId": null }, { "bbox": { "h": 0.45, "w": 0.3, "x": 0.35, "y": 0.36 }, "kind": "list", "text": "Industrialization of assembly: Design for modularity (cube-sats), shift to assembly line production, and democratization of production via additive manufacturing.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:50.935+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "63261831-3348-42a0-acb7-09172d2a4850", "parentComponentId": null }, { "bbox": { "h": 0.45, "w": 0.3, "x": 0.04, "y": 0.36 }, "kind": "list", "text": "Application of new technologies: Higher computing power, less expensive sensors, more efficient power systems, and improved SWaP capabilities.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:50.935+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c1b58fab-d750-4089-bf82-0cd08e287d91", "parentComponentId": null }, { "bbox": { "h": 0.45, "w": 0.22, "x": 0.74, "y": 0.36 }, "kind": "list", "text": "LEO constellations: Shift from GEO to LEO, proliferation of active satellites (~4,100 in 2021 vs ~2,700 in 2020), and benefits of dense coverage and lower latency.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:50.935+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d1ceed6d-78db-4749-bddf-e2df755155e6", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.6, "x": 0.04, "y": 0.95 }, "kind": "source-note", "text": "Source: Evangela Rodgers, \"With satellite internet, network capacity is key,\" Viasat, Sept 2021; Katja Lenz, \"Smartphone technology provides satellites with increased computing power,\" German Aerospace Center (DLR), June 2022", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:50.935+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "50bee44e-7fdd-40ca-b75c-7cda6df6be81", "parentComponentId": null }, { "bbox": { "h": 0.06, "w": 0.9, "x": 0.04, "y": 0.19 }, "kind": "subtitle", "text": "Technological advancements and the reduction of size, weight, and power of satellites and launch vehicles have contributed to cost-effectiveness, making new space applications more economically feasible", "attrs": null, "canon": { "kind": { "name": "Subtitle", "slug": "subtitle", "status": "active", "canonId": "82d821ee-2793-42e7-8f16-c6131385a3ce", "version": 1, "description": "Header-zone supporting text near the title (= ex body.description with bbox)." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:50.935+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8dc32348-0bb4-405b-aae0-fac6bab664e0", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.4, "x": 0.04, "y": 0.03 }, "kind": "title", "text": "What are the most noteworthy technologies?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:50.935+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d31f06d6-b70a-4888-9e62-df3c64478515", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 166, "type": "analysis", "title": "The slide uses a four-column layout to categorize emerging space technologies.", "function": "summarize", "rawType": "industry_trends", "block": null, "metadata": { "slideType": "industry_trends", "slideTypeCanon": { "name": "Industry trends", "slug": "industry_trends", "status": "active", "canonId": "019de52d-0b1d-7705-a0e0-c663199cd1fa", "version": 1, "description": null }, "function": "summarize", "functionCanon": { "name": "Summarize", "slug": "summarize", "status": "active", "canonId": "019de52d-1541-704f-b86f-bf7b75056373", "version": 1, "description": null }, "density": "balanced", "densityScore": 40, "componentCount": 5, "textChars": 504, "nDataPoints": 1, "notes": "The slide uses a four-column layout to categorize emerging space technologies.", "elementsJson": [ "headline_text", "paragraph", "photo" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:53.33+00", "seconds": 6.648, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/166", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-166", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.18, "w": 0.25, "x": 0.75, "y": 0 }, "kind": "image", "text": null, "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Illustration", "slug": "illustration", "status": "active", "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615", "version": 1, "description": null }, "framework": null }, "subkind": "illustration", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:53.33+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b9ae61c6-54e4-4ba3-bf6e-45ff67d49ca9", "parentComponentId": null }, { "bbox": { "h": 0.6, "w": 0.92, "x": 0.04, "y": 0.26 }, "kind": "list", "text": "Communications: Laser communications; Digital capabilities: Edge computing and AI; Deep-space exploration: Nuclear propulsion; Operations: In-orbit servicing", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:53.33+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2f140bf8-1a16-4601-a61f-ed688246dd60", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.6, "x": 0.04, "y": 0.19 }, "kind": "paragraph", "text": "Other emerging technologies will build on the sector's transformation over the previous decade", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:53.33+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "740d2b2a-9f10-424f-81bf-77d893113667", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.6, "x": 0.04, "y": 0.94 }, "kind": "source-note", "text": "Source: Stew Magnuson, \"Laser communications to thwart jamming, interception,\" National Defense, Nov 2014; Daniel Baird, \"LCRD: Your Questions Answered,\" The Invisible Network Podcast, NASA, Apr 2022", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:53.33+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a4d4ec46-5c56-4cc0-a014-a890f6e99b4c", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.55, "x": 0.04, "y": 0.04 }, "kind": "title", "text": "What are the most noteworthy technologies? (continued)", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:53.33+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5da0c705-ec49-4bad-b322-34d8a4f84778", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 167, "type": "analysis", "title": "The slide lists eight distinct sectors (Forestry, Hydrology, Agriculture, Land cover, Geology, Mapping, Oceans, Sea/Ice) and their specific use cases.", "function": "summarize", "rawType": "industry_trends", "block": null, "metadata": { "slideType": "industry_trends", "slideTypeCanon": { "name": "Industry trends", "slug": "industry_trends", "status": "active", "canonId": "019de52d-0b1d-7705-a0e0-c663199cd1fa", "version": 1, "description": null }, "function": "summarize", "functionCanon": { "name": "Summarize", "slug": "summarize", "status": "active", "canonId": "019de52d-1541-704f-b86f-bf7b75056373", "version": 1, "description": null }, "density": "balanced", "densityScore": 35, "componentCount": 6, "textChars": 289, "nDataPoints": 0, "notes": "The slide lists eight distinct sectors (Forestry, Hydrology, Agriculture, Land cover, Geology, Mapping, Oceans, Sea/Ice) and their specific use cases.", "elementsJson": [ "headline_text", "bullet_list", "photo", "icon_grid" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:52.686+00", "seconds": 5.953, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/167", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-167", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.4, "w": 0.35, "x": 0.65, "y": 0.6 }, "kind": "image", "text": "Earth and satellites", "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Illustration", "slug": "illustration", "status": "active", "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615", "version": 1, "description": null }, "framework": null }, "subkind": "illustration", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:52.686+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "11b6e762-ee79-42e2-8741-4e1c8024db0e", "parentComponentId": null }, { "bbox": { "h": 0.6, "w": 0.9, "x": 0.04, "y": 0.25 }, "kind": "list", "text": "Forestry, Hydrology, Agriculture, Land cover and use, Geology, Mapping, Oceans and coastal monitoring, Sea and ice assessment", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:52.686+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8962a57e-dbff-4bc9-bf94-10daaed9adc9", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.45, "x": 0.04, "y": 0.19 }, "kind": "paragraph", "text": "Advancements in applications of Earth observation data", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:52.686+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "01912222-8998-4d32-93e5-ce939e109ed2", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.15, "x": 0.04, "y": 0.95 }, "kind": "source-note", "text": "Source: McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:52.686+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "71ba9b91-28ae-4712-9081-720268eb0c8b", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.5, "x": 0.04, "y": 0.08 }, "kind": "title", "text": "What disruptions could the trend enable?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:52.686+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1076bfd4-d938-4a6f-a9ec-97d6d7ead91d", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.25, "x": 0.04, "y": 0.13 }, "kind": "title", "text": "Enabled by remote sensing", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Subtitle", "slug": "subtitle", "status": "active", "canonId": "019de52c-fb09-739d-900c-815b0d9ac526", "version": 1, "description": null }, "framework": null }, "subkind": "subtitle", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:52.686+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "508b9b1f-b878-4e2a-bcd2-7c8e95b7be5f", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 168, "type": "analysis", "title": "The slide uses a grid layout to categorize five distinct future space activities.", "function": "present_solution", "rawType": "industry_trends", "block": null, "metadata": { "slideType": "industry_trends", "slideTypeCanon": { "name": "Industry trends", "slug": "industry_trends", "status": "active", "canonId": "019de52d-0b1d-7705-a0e0-c663199cd1fa", "version": 1, "description": null }, "function": "present_solution", "functionCanon": { "name": "Present solution", "slug": "present_solution", "status": "active", "canonId": "019de52d-15b8-71da-bd23-2b767850cbce", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 83, "componentCount": 13, "textChars": 1026, "nDataPoints": 0, "notes": "The slide uses a grid layout to categorize five distinct future space activities.", "elementsJson": [ "headline_text", "paragraph", "photo", "icon_grid" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:51.001+00", "seconds": 4.247, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/168", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-168", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.25, "w": 0.18, "x": 0.64, "y": 0.405 }, "kind": "image", "text": "Cislunar activity illustration", "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Illustration", "slug": "illustration", "status": "active", "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615", "version": 1, "description": null }, "framework": null }, "subkind": "illustration", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:51.001+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0c39964d-24c6-488b-8a5a-c978bd1c3bee", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.18, "x": 0.84, "y": 0.405 }, "kind": "image", "text": "Commercial tourism illustration", "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Illustration", "slug": "illustration", "status": "active", "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615", "version": 1, "description": null }, "framework": null }, "subkind": "illustration", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:51.001+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "542e9853-05eb-4f74-87c1-4a16868b55b1", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.18, "x": 0.04, "y": 0.405 }, "kind": "image", "text": "Space mining illustration", "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Illustration", "slug": "illustration", "status": "active", "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615", "version": 1, "description": null }, "framework": null }, "subkind": "illustration", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:51.001+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "59d14170-9c1b-400d-9df1-6edbd6fc47a2", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.18, "x": 0.24, "y": 0.405 }, "kind": "image", "text": "In-orbit construction illustration", "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Illustration", "slug": "illustration", "status": "active", "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615", "version": 1, "description": null }, "framework": null }, "subkind": "illustration", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:51.001+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6d67e89f-588d-4384-8ca9-911013e04c9c", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.18, "x": 0.44, "y": 0.405 }, "kind": "image", "text": "In-orbit power generation illustration", "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Illustration", "slug": "illustration", "status": "active", "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615", "version": 1, "description": null }, "framework": null }, "subkind": "illustration", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:51.001+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b4df2cd6-028d-4357-bb55-0d9da6f3fc42", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.18, "x": 0.04, "y": 0.65 }, "kind": "list", "text": "Space mining: Mine asteroids and space objects for materials to return to Earth", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:51.001+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "21eda745-e77f-4b74-ae40-7f4b39d863ea", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.18, "x": 0.24, "y": 0.65 }, "kind": "list", "text": "In-orbit construction and manufacturing: Seeks to capitalize on the benefits of zero gravity and supply future space travel", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:51.001+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "97e7ab2a-b9d2-47f1-9309-0390f6d879cd", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.18, "x": 0.84, "y": 0.65 }, "kind": "list", "text": "Commercial tourism: Scale paying customers to space for short experiences of zero gravity and Earth views", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:51.001+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "cd641e84-530c-4432-80a0-875f31ccaed3", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.18, "x": 0.44, "y": 0.65 }, "kind": "list", "text": "In-orbit power generation: Build space-based solar power generator leveraging 24/7 exposure to sunlight to offset emissions on Earth", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:51.001+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d8b52fd1-9444-4787-bcf1-94e3af2d6544", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.18, "x": 0.64, "y": 0.65 }, "kind": "list", "text": "Cislunar activity: Public- and private-sector exploration missions and development of infrastructure on the surface and in orbit", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:51.001+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "eda5b480-fb1d-4d4d-abf4-0c785184aa10", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.92, "x": 0.04, "y": 0.17 }, "kind": "paragraph", "text": "The future space economy and human spaceflight could consist of activities not currently employed in space today, enabled by drastic reduction of launch costs, AI applications in space, and advancements in power transmission", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:51.001+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "555f2c66-d3db-4056-a00c-adcaa1b6cabc", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.1, "x": 0.04, "y": 0.95 }, "kind": "source-note", "text": "Source: McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:51.001+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e4ce1b52-38b6-4f9f-8b3e-a3ff1b07fd96", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.5, "x": 0.04, "y": 0.08 }, "kind": "title", "text": "What disruptions could the trend enable? (continued)", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:51.001+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d90de5de-d41f-4b58-8b29-e1ceef3201f7", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 169, "type": "analysis", "function": "present_solution", "rawType": "industry_trends", "block": null, "metadata": { "slideType": "industry_trends", "slideTypeCanon": { "name": "Industry trends", "slug": "industry_trends", "status": "active", "canonId": "019de52d-0b1d-7705-a0e0-c663199cd1fa", "version": 1, "description": null }, "function": "present_solution", "functionCanon": { "name": "Present solution", "slug": "present_solution", "status": "active", "canonId": "019de52d-15b8-71da-bd23-2b767850cbce", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 88, "componentCount": 15, "textChars": 1896, "nDataPoints": 0, "notes": null, "elementsJson": [ "headline_text", "paragraph", "icon_grid" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:51.187+00", "seconds": 4.275, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/169", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-169", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "Emerging use cases are being built across other industries, especially as costs decline and accessibility increases.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:54+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3bb-700a-9d9c-32eaeed4b6ae", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.2, "x": 0.52, "y": 0.68 }, "kind": "list", "text": "Pharmaceuticals and medical products: Conducting experiments leveraging microgravity (eg, protein crystallization) to improve pharmaceuticals", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:51.187+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0402eb6d-7b9b-4800-9b39-b5d4cbfac14d", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.25, "x": 0.04, "y": 0.38 }, "kind": "list", "text": "Telecommunications: Providing broadband internet to planes and remote areas, including emergency backup coverage", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:51.187+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1c109e6c-f841-4a65-bd8c-f506aed0b780", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.2, "x": 0.74, "y": 0.46 }, "kind": "list", "text": "Financial services: Using radar satellite-based flood-monitoring capability to inform risk management and tailor solutions; leveraging commodities geolocation tracking (eg, vessels) to inform trades", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:51.187+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "47bde7c6-98f4-49db-a11c-b3e73542eb24", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.2, "x": 0.52, "y": 0.46 }, "kind": "list", "text": "Aviation, travel, and logistics: Tracking moving shipping containers; providing positioning and navigation information; monitoring temperature of sensitive containers and road congestion", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:51.187+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "59b2f923-d3a9-4f20-bdb0-52f5847471de", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.2, "x": 0.3, "y": 0.68 }, "kind": "list", "text": "Consumer packaged goods: Experimenting in space under specific space environment conditions to inform design and manufacturing of sneakers, soccer balls, etc", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:51.187+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6a97e2b2-7771-4a9d-a682-b32ce3520ef7", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.2, "x": 0.74, "y": 0.26 }, "kind": "list", "text": "Information technology and electronics: Developing in-space computing offerings", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:51.187+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7c6a1145-d55f-403f-bec5-c6d4bf2c2260", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.2, "x": 0.52, "y": 0.26 }, "kind": "list", "text": "Agriculture: Monitoring soil, rainfall, and snow cover to inform irrigation plans, predictions of agricultural output, etc", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:51.187+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9ce8ebcf-8949-4ca5-8d66-1805f8ec2f60", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.2, "x": 0.3, "y": 0.26 }, "kind": "list", "text": "Electric power, natural gas, and utilities: Monitoring methane emissions; informing development of sustainable energy services; providing imagery of mining sites", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:51.187+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a5004337-3e67-463e-bbc9-e3007212e221", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.25, "x": 0.04, "y": 0.62 }, "kind": "list", "text": "Aerospace and defense: Providing satellite imagery for navigation and monitoring to achieve security and intelligence objectives", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:51.187+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "af05ca83-d020-4b6d-913c-50835b347d5a", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.2, "x": 0.3, "y": 0.46 }, "kind": "list", "text": "Automotive and assembly: Collaborating on lunar rovers; enabling autonomous driving and in-car entertainment", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:51.187+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ff1a505e-3ced-43d8-a998-edd9f05cde87", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.25, "x": 0.04, "y": 0.21 }, "kind": "paragraph", "text": "While applications for space technologies are being developed across all industries, two are primarily impacted:", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:51.187+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "284c6b39-c0ed-49da-a996-a79f246107ff", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.65, "x": 0.3, "y": 0.18 }, "kind": "paragraph", "text": "Emerging use cases are being built across other industries, especially as costs decline and accessibility increases", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:51.187+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "404d963a-c389-4cfd-920c-df68167c889b", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.3, "x": 0.04, "y": 0.95 }, "kind": "source-note", "text": "Source: \"The role of space in driving sustainability, security, and development on Earth,\" McKinsey, May 2022", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:51.187+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "407d1b20-8f5b-4aea-b8b4-2ba929d74763", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.25, "x": 0.04, "y": 0.04 }, "kind": "title", "text": "What industries could be most affected by the trend?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:51.187+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7d695732-f0fe-4eec-b2ef-7f889cafaa9b", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 170, "type": "evidence", "function": "illustrate_case", "rawType": "case_study", "block": null, "metadata": { "slideType": "case_study", "slideTypeCanon": { "name": "Case study", "slug": "case_study", "status": "active", "canonId": "019de52d-0b95-7344-8090-926f3b8e92c8", "version": 1, "description": null }, "function": "illustrate_case", "functionCanon": { "name": "Illustrate case", "slug": "illustrate_case", "status": "active", "canonId": "019de52d-13b4-772c-bb73-1873612a7463", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 88, "componentCount": 17, "textChars": 1640, "nDataPoints": 0, "notes": null, "elementsJson": [ "headline_text", "paragraph", "screenshot", "icon_grid" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:51.945+00", "seconds": 4.892, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/170", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-170", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "McKinsey deployed remote-sensing analytics to unlock new insights across industries", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:54+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3bb-700a-9d9c-0bdfda06c5c3", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.15, "x": 0.53, "y": 0.29 }, "kind": "image", "text": null, "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Illustration", "slug": "illustration", "status": "active", "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615", "version": 1, "description": null }, "framework": null }, "subkind": "illustration", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:51.945+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "228f6ab3-e457-471d-8ede-0247b945f9fc", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.15, "x": 0.04, "y": 0.51 }, "kind": "image", "text": null, "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Illustration", "slug": "illustration", "status": "active", "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615", "version": 1, "description": null }, "framework": null }, "subkind": "illustration", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:51.945+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "50a09597-20a8-41d4-921a-b857d9aa2a07", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.15, "x": 0.04, "y": 0.29 }, "kind": "image", "text": null, "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Illustration", "slug": "illustration", "status": "active", "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615", "version": 1, "description": null }, "framework": null }, "subkind": "illustration", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:51.945+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "586d226d-a972-4434-9fa1-03070c71d9e0", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.15, "x": 0.04, "y": 0.73 }, "kind": "image", "text": null, "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Illustration", "slug": "illustration", "status": "active", "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615", "version": 1, "description": null }, "framework": null }, "subkind": "illustration", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:51.945+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7e3eb259-0ecb-4a94-8263-16929d0ae67a", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.15, "x": 0.53, "y": 0.73 }, "kind": "image", "text": null, "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Illustration", "slug": "illustration", "status": "active", "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615", "version": 1, "description": null }, "framework": null }, "subkind": "illustration", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:51.945+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "aace4768-21ef-4a07-a540-15440005caf1", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.15, "x": 0.53, "y": 0.51 }, "kind": "image", "text": null, "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Illustration", "slug": "illustration", "status": "active", "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615", "version": 1, "description": null }, "framework": null }, "subkind": "illustration", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:51.945+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c5ba3fd3-a1bf-410e-bbc0-a9d01f516de5", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.45, "x": 0.04, "y": 0.46 }, "kind": "list", "text": "C) Commodity tracking and procurement: Helped companies that trade/process commodities to enhance their purchasing/trading activities through earlier insights on drivers of supply and demand (eg, by predicting and monitoring refinery shutdowns or port congestion)", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:51.945+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4aa32d61-eeb8-40e3-b12d-0b43feff5eb5", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.45, "x": 0.04, "y": 0.68 }, "kind": "list", "text": "E) Building and construction detection: Supported NGOs and public organizations by tracking urbanization and building-level features (eg, to identify unreported property development or, in post-disaster relief effort, to identify damaged buildings via high-resolution satellite images", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:51.945+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "594414e1-c9d5-4f96-bd1c-7632a6b4a268", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.45, "x": 0.53, "y": 0.68 }, "kind": "list", "text": "F) Oil and gas shale activity monitoring: Helped oil and gas companies monitor the life cycle of shale oil exploration and production, including drilling and fracking events", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:51.945+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "646bbedc-80fa-40b7-981f-beefe71f6a5d", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.45, "x": 0.53, "y": 0.24 }, "kind": "list", "text": "B) Vegetation detection for utility players: Optimized vegetation-trimming cycles around major utility grids by combining lidar and high-resolution optical images to map vegetation attributes", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:51.945+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "70631b55-4b44-4d64-8744-6f3ec7c80263", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.45, "x": 0.53, "y": 0.46 }, "kind": "list", "text": "D) Supply chain traceability and forest carbon: Helped consumer packaged goods (CPG) companies verify their zero-deforestation or sustainable-sourcing commitments by monitoring natural assets in key production areas", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:51.945+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "db4efd31-07a1-4d7c-b223-f39d370e4086", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.45, "x": 0.04, "y": 0.24 }, "kind": "list", "text": "A) Field-level insights for agriculture input players: Used local agronomic data and various satellite imagery to inform marketing strategy, identify growth opportunities, match offerings to grower needs, adjust to changing conditions", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:51.945+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e23b54fa-032e-4a66-ab54-9b24e1267376", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.15, "x": 0.04, "y": 0.95 }, "kind": "source-note", "text": "Source: McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:51.945+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6e2b51c6-7af5-4915-92fa-fb7b4c0fc3a1", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.2, "x": 0.04, "y": 0.19 }, "kind": "subtitle", "text": "Case examples (nonexhaustive)", "attrs": null, "canon": { "kind": { "name": "Subtitle", "slug": "subtitle", "status": "active", "canonId": "82d821ee-2793-42e7-8f16-c6131385a3ce", "version": 1, "description": "Header-zone supporting text near the title (= ex body.description with bbox)." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:51.945+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8f3e4d3e-dabd-467a-b704-b0477f9964df", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.6, "x": 0.04, "y": 0.14 }, "kind": "title", "text": "McKinsey deployed remote-sensing analytics to unlock new insights across industries", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Action title", "slug": "action-title", "status": "active", "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d", "version": 1, "description": null }, "framework": null }, "subkind": "action-title", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:51.945+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "74164066-9a62-45bb-ac29-99729966a940", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.6, "x": 0.04, "y": 0.08 }, "kind": "title", "text": "Who has successfully created impact with space technologies?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:51.945+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "87320725-5e5d-469f-996d-2365231c349f", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "536eda93-a30b-48a5-8417-ec3ab76638c4", "evidence": "The slide contains a list of bullet points with case examples of companies that have successfully created impact with space technologies.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 21:18:17.15626+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 170, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 171, "type": "analysis", "title": "The slide uses a three-column layout with icons to categorize risks.", "function": "diagnose", "rawType": "risk_register", "block": null, "metadata": { "slideType": "risk_register", "slideTypeCanon": { "name": "Risk register", "slug": "risk_register", "status": "active", "canonId": "019de52d-0dee-7220-9713-5179f9ebc41c", "version": 1, "description": null }, "function": "diagnose", "functionCanon": { "name": "Diagnose", "slug": "diagnose", "status": "active", "canonId": "019de52d-1657-7223-acc5-7437d878c850", "version": 1, "description": null }, "density": "dense", "densityScore": 74, "componentCount": 8, "textChars": 1288, "nDataPoints": 0, "notes": "The slide uses a three-column layout with icons to categorize risks.", "elementsJson": [ "headline_text", "icon_grid", "paragraph" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:50.715+00", "seconds": 3.442, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/171", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-171", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.18, "w": 0.15, "x": 0.71, "y": 0.21 }, "kind": "image", "text": null, "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Illustration", "slug": "illustration", "status": "active", "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615", "version": 1, "description": null }, "framework": null }, "subkind": "illustration", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:50.715+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "91853a12-1db0-4094-a66e-a4119d4c6227", "parentComponentId": null }, { "bbox": { "h": 0.18, "w": 0.15, "x": 0.06, "y": 0.21 }, "kind": "image", "text": null, "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Illustration", "slug": "illustration", "status": "active", "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615", "version": 1, "description": null }, "framework": null }, "subkind": "illustration", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:50.715+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d92881ec-1287-4f8e-9dce-d75489d190ab", "parentComponentId": null }, { "bbox": { "h": 0.18, "w": 0.2, "x": 0.4, "y": 0.21 }, "kind": "image", "text": null, "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Illustration", "slug": "illustration", "status": "active", "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615", "version": 1, "description": null }, "framework": null }, "subkind": "illustration", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:50.715+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f773354a-024e-46c4-a312-62b50fd5cd21", "parentComponentId": null }, { "bbox": { "h": 0.45, "w": 0.28, "x": 0.36, "y": 0.43 }, "kind": "list", "text": "Governance: Governance should encompass usage rights and space activities. Uncontrolled proliferation of all possible space concepts increases the risk of spectrum interference, physical collisions, etc. Governance mechanisms need to better define allocation of spectrum and orbit usage rights in order to accommodate the increasing number of players, satellites, and applications", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:50.715+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4f83580c-d222-459f-8523-e2fb8dcdd9d6", "parentComponentId": null }, { "bbox": { "h": 0.45, "w": 0.28, "x": 0.68, "y": 0.43 }, "kind": "list", "text": "Cyberrisks: Risk and complexity of cyberthreats are growing. As dependency on space tech increases across different use cases, the potential damage resulting from exploitation of a cyber vulnerability also increases. Proliferation of commercial players raises a question of whether all services will be well protected from cyberrisks", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:50.715+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "96831df9-a20a-4584-bea5-746f30e6060f", "parentComponentId": null }, { "bbox": { "h": 0.45, "w": 0.28, "x": 0.04, "y": 0.43 }, "kind": "list", "text": "Cost-effectiveness: Space technologies must be cost-effective for space services and human spaceflight to be scalable. Trade-offs exist between more cost-effective commercial technologies and higher-performance, more reliable “space qualified” technology. Careful risk assessment is required on the importance of mission assurance/accomplishment (eg, extensive use of commercial tech in constellations increases the risk of satellites dying prematurely and adding to the space debris challenge)", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:50.715+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f642d533-915b-4395-a7ce-3c5d626b5a79", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.15, "x": 0.04, "y": 0.95 }, "kind": "source-note", "text": "Source: McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:50.715+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f01dbb65-319f-441e-bf4d-80ca1faf510c", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.6, "x": 0.04, "y": 0.07 }, "kind": "title", "text": "What are unresolved risks related to space technologies?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:50.715+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f1388e14-dc57-4531-ab18-b0a9813924df", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 172, "type": "analysis", "title": "The slide uses a numbered list format to present distinct policy and ethical challenges in the space sector.", "function": "frame_problem", "rawType": "industry_trends", "block": null, "metadata": { "slideType": "industry_trends", "slideTypeCanon": { "name": "Industry trends", "slug": "industry_trends", "status": "active", "canonId": "019de52d-0b1d-7705-a0e0-c663199cd1fa", "version": 1, "description": null }, "function": "frame_problem", "functionCanon": { "name": "Frame problem", "slug": "frame_problem", "status": "active", "canonId": "019de52d-13db-753e-ad70-e9b2d0dab398", "version": 1, "description": null }, "density": "dense", "densityScore": 60, "componentCount": 6, "textChars": 978, "nDataPoints": 1, "notes": "The slide uses a numbered list format to present distinct policy and ethical challenges in the space sector.", "elementsJson": [ "headline_text", "numbered_list", "paragraph", "photo" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:54.512+00", "seconds": 7.101, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/172", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-172", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.5, "w": 0.25, "x": 0.05, "y": 0.45 }, "kind": "image", "text": null, "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Illustration", "slug": "illustration", "status": "active", "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615", "version": 1, "description": null }, "framework": null }, "subkind": "illustration", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:54.512+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "836b210c-75e3-4469-a029-cac7f9c5474c", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.55, "x": 0.4, "y": 0.7 }, "kind": "list", "text": "3. Space debris and traffic management: Should LEO have limits? As more companies access space, concern arises regarding space debris, space traffic management, and congestion (eg, uncertainty about what the ~27,000 pieces of debris in space might hit and when)", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Numbered list", "slug": "numbered", "status": "active", "canonId": "019de52c-fcc0-7718-a284-a4250c805df2", "version": 1, "description": null }, "framework": null }, "subkind": "numbered", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:54.512+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1c630304-56f8-414f-8bd4-d5957693efa6", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.55, "x": 0.4, "y": 0.1 }, "kind": "list", "text": "1. Space militarization: How can leaders define rights and norms? Governments recognize space as a war-fighting domain (eg, GPS jamming, antisatellite weapons), as demonstrated by recent organizational changes (eg, space commands established in France, Japan, UK, US)", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Numbered list", "slug": "numbered", "status": "active", "canonId": "019de52c-fcc0-7718-a284-a4250c805df2", "version": 1, "description": null }, "framework": null }, "subkind": "numbered", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:54.512+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "49425f80-a7d2-4ebf-a5dd-07b359a29310", "parentComponentId": null }, { "bbox": { "h": 0.3, "w": 0.55, "x": 0.4, "y": 0.38 }, "kind": "list", "text": "2. Legal conflicts between states: How can leaders define ownership and access rights? A key need for the sector is to reach a common understanding about access rights and usage of properties and resources (eg, for Lagrange points, spectrum, and minerals found in space); such rights can help create a democratized setup whereby all can participate in the benefits of space", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Numbered list", "slug": "numbered", "status": "active", "canonId": "019de52c-fcc0-7718-a284-a4250c805df2", "version": 1, "description": null }, "framework": null }, "subkind": "numbered", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:54.512+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "fc938f49-9ca5-4802-bce2-80ee0e2f5827", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.1, "x": 0.4, "y": 0.95 }, "kind": "source-note", "text": "Source: McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:54.512+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d92eead0-212d-46f3-9b28-ee05a2112f10", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.32, "x": 0.04, "y": 0.06 }, "kind": "title", "text": "What are some topics of debate related to the trend?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:54.512+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "17254b1c-ffba-491f-a1cc-8b877e5a7ec8", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "3fb8f909-a425-4311-b7d3-ad0c3e43926a", "evidence": "The slide contains a list of numbered points discussing topics of debate related to the trend of space technologies.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 21:18:17.25496+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 172, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 173, "type": "appendix", "function": "appendix", "rawType": "appendix", "block": null, "metadata": { "slideType": "appendix", "slideTypeCanon": { "name": "Appendix", "slug": "appendix", "status": "active", "canonId": "019de52d-0762-71f8-b564-89ab863301cc", "version": 1, "description": null }, "function": "appendix", "functionCanon": { "name": "Appendix", "slug": "appendix", "status": "active", "canonId": "019de52d-138d-750b-83c3-49b4bc7a7a38", "version": 1, "description": null }, "density": "sparse", "densityScore": 20, "componentCount": 3, "textChars": 377, "nDataPoints": 0, "notes": null, "elementsJson": [ "bullet_list" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:50.434+00", "seconds": 2.403, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/173", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-173", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.306, "w": 0.828, "x": 0.053, "y": 0.333 }, "kind": "list", "text": "The role of space in driving sustainability, security, and development on Earth\nThe potential of microgravity: How companies across sectors can venture into space\nThe future of space: It’s getting crowded out there\nExpectations versus reality: Commercial satellite constellations\nLook out below: What will happen to the space debris in orbit?", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:50.434+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "de93c86c-828b-4709-a68e-f71dec38195f", "parentComponentId": null }, { "bbox": { "h": 0.033, "w": 0.199, "x": 0.053, "y": 0.264 }, "kind": "paragraph", "text": "Related reading", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:50.434+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "efdb90eb-e845-4704-a58b-6b8605d5ba88", "parentComponentId": null }, { "bbox": { "h": 0.044, "w": 0.326, "x": 0.044, "y": 0.078 }, "kind": "title", "text": "Additional resources", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:50.434+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d845ac55-1d2c-4a07-b227-724a8e1694fd", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 174, "type": "setup", "function": "front_matter", "rawType": "cover", "block": null, "metadata": { "slideType": "cover", "slideTypeCanon": { "name": "Cover", "slug": "cover", "status": "active", "canonId": "019de52d-05f2-729d-9f93-e0504f0a2410", "version": 1, "description": null }, "function": "front_matter", "functionCanon": { "name": "Front matter", "slug": "front_matter", "status": "active", "canonId": "019de52d-133d-73f0-9e26-201eda96b098", "version": 1, "description": null }, "density": "sparse", "densityScore": 13, "componentCount": 4, "textChars": 101, "nDataPoints": 0, "notes": null, "elementsJson": [ "headline_text", "logo_grid" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:50.27+00", "seconds": 2.125, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/174", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-174", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.05, "w": 0.15, "x": 0.05, "y": 0.05 }, "kind": "image", "text": "McKinsey & Company", "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Logo", "slug": "logo", "status": "active", "canonId": "019de52c-fdaf-743d-94c4-d7c6a0e55302", "version": 1, "description": null }, "framework": null }, "subkind": "logo", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:50.27+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a1413f44-1a34-46c6-9e0b-56fabe22ca66", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.1, "x": 0.05, "y": 0.7 }, "kind": "paragraph", "text": "August 2022", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:50.27+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f7bb6087-d37b-4508-a727-ee955b09a1bc", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.4, "x": 0.05, "y": 0.2 }, "kind": "title", "text": "McKinsey Technology Trends Outlook 2022", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:50.27+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c9ad939b-70d4-4828-9ffe-0c5edfe42b11", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.3, "x": 0.05, "y": 0.5 }, "kind": "title", "text": "Future of sustainable consumption", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Subtitle", "slug": "subtitle", "status": "active", "canonId": "019de52c-fb09-739d-900c-815b0d9ac526", "version": 1, "description": null }, "framework": null }, "subkind": "subtitle", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:50.27+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "254e871d-c72b-40eb-829d-3a26c3cf50e7", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 175, "type": "analysis", "title": "The slide uses a grid-based layout to categorize sustainable consumption patterns and types.", "function": "present_framework", "rawType": "industry_trends", "block": null, "metadata": { "slideType": "industry_trends", "slideTypeCanon": { "name": "Industry trends", "slug": "industry_trends", "status": "active", "canonId": "019de52d-0b1d-7705-a0e0-c663199cd1fa", "version": 1, "description": null }, "function": "present_framework", "functionCanon": { "name": "Present framework", "slug": "present_framework", "status": "active", "canonId": "019de52d-1403-7667-9100-d2ac6709f750", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 92, "componentCount": 15, "textChars": 1527, "nDataPoints": 3, "notes": "The slide uses a grid-based layout to categorize sustainable consumption patterns and types.", "elementsJson": [ "headline_text", "paragraph", "icon_grid", "comparison_table" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:54.549+00", "seconds": 6.242, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/175", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-175", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "Energy end use contributes to ~50% of GHG emissions, vs ~20% from energy supply and ~30% from non-energy-related emissions", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:54+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3bb-700a-9d9c-571f517b4ec1", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.3, "x": 0.04, "y": 0.5 }, "kind": "list", "text": "Waste conscious: Minimizing waste through optimized consumption (eg, of water, plastic)", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:54.549+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "10fcd669-28d4-4fbb-a6f9-5cc34bdcbe35", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.45, "x": 0.52, "y": 0.68 }, "kind": "list", "text": "Individual: Residential buildings, Passenger transportation (eg, personal vehicles), Household consumption (eg, food)", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:54.549+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2460fcb2-bd81-4004-a738-911ed38bb273", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.4, "x": 0.04, "y": 0.28 }, "kind": "list", "text": "6 main patterns reflect enhancements in conscious consumption", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:54.549+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2b11de61-e2bb-4acd-a989-228704d74b0b", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.3, "x": 0.68, "y": 0.5 }, "kind": "list", "text": "Nontoxic: Following processes that emit fewer chemicals and environmental pollutants during production and use", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:54.549+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "61a9d249-2307-4b1c-b1ce-78eb3586e2cc", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.3, "x": 0.36, "y": 0.5 }, "kind": "list", "text": "Biobased: Prioritizing materials intentionally made from substances derived from living (or once-living) organisms", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:54.549+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "63c7952d-7baa-4b2f-a979-d45ec5062181", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.3, "x": 0.04, "y": 0.34 }, "kind": "list", "text": "Low carbon: Minimizing greenhouse-gas (GHG) emissions over life cycle of production, use, and disposal", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:54.549+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "749e1782-8137-4a0a-95c4-7eb6bfb7e3a3", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.3, "x": 0.68, "y": 0.34 }, "kind": "list", "text": "Biodegradable: Using materials that can be broken down into chemical constituents in ambient conditions (ie, landfill)", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:54.549+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "99d18593-3d69-46ae-8f35-4d16de289bdb", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.45, "x": 0.04, "y": 0.68 }, "kind": "list", "text": "Industrial: Industry (eg, mining, chemicals), Sustainable agriculture, Public and industrial transport, Commercial buildings", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:54.549+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9d751760-6f2b-4f62-802b-41ce86c808f9", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.3, "x": 0.36, "y": 0.34 }, "kind": "list", "text": "Reduce, reuse, and recycle: Reusing materials previously used in a product or created as a manufacturing by-product", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:54.549+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d6a11e09-132d-41d7-aa06-a5a3397002e3", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "GHG emissions: 50%", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": { "name": "Quantification", "slug": "quantification", "status": "active", "bestFor": null, "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88", "version": 1, "bodyDocId": null, "description": "Translating a claim into numbers, charts, or tables.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:54+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3bb-700a-9d9c-59dae5a4f13f", "parentComponentId": null }, { "bbox": { "h": 0.07, "w": 0.92, "x": 0.04, "y": 0.17 }, "kind": "paragraph", "text": "Sustainable consumption centers on the use of goods and services that are produced with minimal environmental impact, using low-carbon and sustainable materials. Enabling technologies transform industrial and individual consumption to address environmental risks.", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:54.549+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0a63b1aa-38be-497c-8cd2-bc5a15bd374f", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.92, "x": 0.04, "y": 0.87 }, "kind": "paragraph", "text": "Energy end use contributes to ~50% of GHG emissions, vs ~20% from energy supply and ~30% from non-energy-related emissions", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:54.549+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a66c1de8-8b7f-490e-a309-b64c177a54c7", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.15, "x": 0.04, "y": 0.95 }, "kind": "source-note", "text": "Source: McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:54.549+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "45fcd841-0fba-4218-904d-10e197cb0a35", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.35, "x": 0.04, "y": 0.08 }, "kind": "title", "text": "What is the tech trend about?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:54.549+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "cf41389d-7d32-443b-a0cf-49fdd80b8d71", "parentComponentId": null } ], "metrics": [ { "metricRaw": "GHG emissions", "numberRaw": "50%", "numberKind": "percent", "actionTitle": null, "calloutText": "Energy end use contributes to ~50% of GHG emissions, vs ~20% from energy supply and ~30% from non-energy-related emissions", "numberScale": null, "numberValue": 50, "metricFamily": "environment", "numberCurrency": null } ], "tools": [ { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "8918a30a-21f2-4a5a-a507-4ced1a2a2d99", "evidence": "The slide contains a list of bullet points describing the tech trend of sustainable consumption.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 21:18:17.388804+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 175, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 176, "type": "analysis", "title": "The slide uses a split-level approach (Macro vs Micro) to justify sustainability investments.", "function": "size_opportunity", "rawType": "market_landscape", "block": null, "metadata": { "slideType": "market_landscape", "slideTypeCanon": { "name": "Market landscape", "slug": "market_landscape", "status": "active", "canonId": "019de52d-0b6d-75db-a946-9ac362e3afc2", "version": 1, "description": null }, "function": "size_opportunity", "functionCanon": { "name": "Size opportunity", "slug": "size_opportunity", "status": "active", "canonId": "019de52d-147b-7568-8828-a74a27697618", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 84, "componentCount": 9, "textChars": 1083, "nDataPoints": 12, "notes": "The slide uses a split-level approach (Macro vs Micro) to justify sustainability investments.", "elementsJson": [ "headline_text", "paragraph", "big_number", "icon_grid", "bar_chart_stacked", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:51.529+00", "seconds": 3.152, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/176", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-176", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "At a macro level, sustainability is no longer optional: 90% emission reduction paired with emission removal is needed to avoid an environmental crisis, creating a $4 trillion–$6 trillion addressable market focused on industrial and individual end use by 2030.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:56+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3bb-700a-9d9c-df1df37ae0b3", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.4, "x": 0.04, "y": 0.75 }, "kind": "chart", "text": "Global sustainability-addressable market", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Stacked bar chart", "slug": "bar-stacked", "status": "active", "canonId": "019de52c-feec-74bf-9028-15b74f84f0a7", "version": 1, "description": null }, "framework": null }, "subkind": "bar-stacked", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:51.529+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d56c1818-8fe8-414c-afe3-88ee4391d08c", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.5, "x": 0.46, "y": 0.42 }, "kind": "list", "text": "Applying bolder sustainable-consumption regulation; Shifting customer expectations; Talent moving to sustainable companies; First movers capturing value", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:51.529+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0ef5cf00-9249-4460-91f9-549ced51d9e9", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.15, "x": 0.29, "y": 0.42 }, "kind": "metric", "text": "$4T–$6T", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": null, "subkind": { "name": "Big number", "slug": "big-number", "status": "active", "canonId": "019de52c-fc70-70c8-b965-0584548a9204", "version": 1, "description": null }, "framework": null }, "subkind": "big-number", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:51.529+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "680fe1ce-0f34-4587-8d00-8c8f050d8d9a", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.1, "x": 0.06, "y": 0.42 }, "kind": "metric", "text": "90%", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": null, "subkind": { "name": "Big number", "slug": "big-number", "status": "active", "canonId": "019de52c-fc70-70c8-b965-0584548a9204", "version": 1, "description": null }, "framework": null }, "subkind": "big-number", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:51.529+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b9afb68f-6301-4336-a92f-0f7f6b2e7f9e", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "Global sustainability-addressable market: $4T–$6T", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": { "name": "Quantification", "slug": "quantification", "status": "active", "bestFor": null, "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88", "version": 1, "bodyDocId": null, "description": "Translating a claim into numbers, charts, or tables.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:56+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3bb-700a-9d9c-e3fa75da0866", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.92, "x": 0.04, "y": 0.16 }, "kind": "paragraph", "text": "At a macro level, sustainability is no longer optional: 90% emission reduction paired with emission removal is needed to avoid an environmental crisis, creating a $4 trillion–$6 trillion addressable market focused on industrial and individual end use by 2030. For companies, production of sustainable goods and services can support compliance with emerging regulations, create growth opportunities, and help attract talent", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:51.529+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "43a9c76f-907d-4005-b002-5172eb65fa50", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.5, "x": 0.04, "y": 0.95 }, "kind": "source-note", "text": "Source: Major risk or rosy opportunity: Are companies ready for climate change, CDP Worldwide, 2019; McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:51.529+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "fb3155b1-338c-4f3c-9628-72b5f7466b5b", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.4, "x": 0.04, "y": 0.08 }, "kind": "title", "text": "Why should leaders pay attention?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:51.529+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d5f49e68-89c1-42a6-b296-ff03c4a74ae6", "parentComponentId": null } ], "metrics": [ { "metricRaw": "Global sustainability-addressable market", "numberRaw": "$4T–$6T", "numberKind": "money", "actionTitle": "Why should leaders pay attention?", "calloutText": "At a macro level, sustainability is no longer optional: 90% emission reduction paired with emission removal is needed to avoid an environmental crisis, creating a $4 trillion–$6 trillion addressable market focused on industrial and individual end use by 2030.", "numberScale": "t", "numberValue": 4, "metricFamily": "environment", "numberCurrency": "$" } ], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 177, "type": "analysis", "title": "The slide uses a 3x2 grid structure to categorize various sustainable technologies.", "function": "present_framework", "rawType": "industry_trends", "block": null, "metadata": { "slideType": "industry_trends", "slideTypeCanon": { "name": "Industry trends", "slug": "industry_trends", "status": "active", "canonId": "019de52d-0b1d-7705-a0e0-c663199cd1fa", "version": 1, "description": null }, "function": "present_framework", "functionCanon": { "name": "Present framework", "slug": "present_framework", "status": "active", "canonId": "019de52d-1403-7667-9100-d2ac6709f750", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 78, "componentCount": 9, "textChars": 1139, "nDataPoints": 0, "notes": "The slide uses a 3x2 grid structure to categorize various sustainable technologies.", "elementsJson": [ "headline_text", "paragraph", "icon_grid", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:52.032+00", "seconds": 3.512, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/177", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-177", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "Many sustainable end-use solutions are past the initial proof of concept phase and innovating to become cost effective; the next economic battleground is to scale them over the next decades", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:53+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3bb-700a-9d9b-a89ee20a43b8", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.25, "x": 0.67, "y": 0.28 }, "kind": "list", "text": "Natural capital and nature: Technologies for restoration of forests and natural ecosystems, coastal vegetation, biodiversity, freshwater basins", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:52.032+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "22a3e92f-219d-4ab2-9cdd-f87c57bd8fe5", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.25, "x": 0.67, "y": 0.48 }, "kind": "list", "text": "Green construction: Energy and water efficiency, waste reduction, eco-friendly materials use (eg, green cement, green steel)", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:52.032+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5490b2e8-7910-4675-ac80-3ed5e8be1c44", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.25, "x": 0.04, "y": 0.48 }, "kind": "list", "text": "Raw-material consumption: Circular technologies, design, production, recycling and reuse, waste management", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:52.032+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "83db38f6-1bea-43ac-acb3-22b85e30efa0", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.25, "x": 0.04, "y": 0.28 }, "kind": "list", "text": "Land consumption: Sustainable agriculture, alternative proteins, micro-irrigation, vertical farming, hydroponics, plant-based and cultured meats, methane inhibitors, green fertilizers", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:52.032+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b8c93547-5be8-4f9b-bf2e-7aef0825e19e", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.25, "x": 0.04, "y": 0.68 }, "kind": "list", "text": "Sustainability enablers for hard-to-abate industries: Carbon capture use and storage (CCUS), Carbon removals, Electrification technologies", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:52.032+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d1050a4f-30b0-4680-bb75-29bb6d0af338", "parentComponentId": null }, { "bbox": { "h": 0.07, "w": 0.9, "x": 0.04, "y": 0.17 }, "kind": "paragraph", "text": "Many sustainable end-use solutions are past the initial proof of concept phase and innovating to become cost effective; the next economic battleground is to scale them over the next decades", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:52.032+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d4db3748-23a6-4c1b-b777-eb1f552de267", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.1, "x": 0.04, "y": 0.95 }, "kind": "source-note", "text": "Source: McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:52.032+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "63572555-5b29-47d4-81cd-436502e6b7ea", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.5, "x": 0.04, "y": 0.07 }, "kind": "title", "text": "What are the most noteworthy technologies?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:52.032+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "db7ce966-348e-48ad-a6fd-370e34646a9e", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "59648f26-4ac3-4a29-89de-56fd0bca8b3c", "evidence": "The slide contains a list of bullet points describing noteworthy technologies related to sustainable consumption.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 21:18:17.487715+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 177, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 178, "type": "analysis", "title": "The slide uses icons to represent each industry sector.", "function": "summarize", "rawType": "industry_trends", "block": null, "metadata": { "slideType": "industry_trends", "slideTypeCanon": { "name": "Industry trends", "slug": "industry_trends", "status": "active", "canonId": "019de52d-0b1d-7705-a0e0-c663199cd1fa", "version": 1, "description": null }, "function": "summarize", "functionCanon": { "name": "Summarize", "slug": "summarize", "status": "active", "canonId": "019de52d-1541-704f-b86f-bf7b75056373", "version": 1, "description": null }, "density": "sparse", "densityScore": 10, "componentCount": 3, "textChars": 138, "nDataPoints": 0, "notes": "The slide uses icons to represent each industry sector.", "elementsJson": [ "headline_text", "data_table", "icon_grid" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:51.214+00", "seconds": 2.689, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/178", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-178", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.02, "w": 0.15, "x": 0.04, "y": 0.95 }, "kind": "disclaimer", "text": "Source: McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Disclaimer", "slug": "disclaimer", "status": "active", "canonId": "91173477-d91f-4024-bbaf-d4f93e3f82dc", "version": 1, "description": "Legal/cautionary text that occupies most of the body of its slide." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:51.214+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "bf797272-9d7e-4e91-8642-79ed22929db5", "parentComponentId": null }, { "bbox": { "h": 0.7, "w": 0.92, "x": 0.04, "y": 0.2 }, "kind": "table", "text": "Industry affected vs Implications from technology trend", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:51.214+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e6cf7f29-57cc-46b6-91d0-21495ce50c93", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.75, "x": 0.04, "y": 0.08 }, "kind": "title", "text": "What industries are most affected by the trend at present?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:51.214+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "82795453-31e1-46c0-9e53-402d77f2e84b", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Table data", "slug": "table-data", "status": "active", "bestFor": null, "canonId": "019dd9e1-4fab-7168-a82f-b847350a006d", "version": 1, "bodyDocId": null, "description": "Tabular layouts of structured data.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "44597cc5-aa25-40a9-a432-5b0068bdeab4", "evidence": "The slide contains a table with data on industries affected by the trend of sustainable consumption.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 21:18:17.555202+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 178, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 179, "type": "analysis", "title": "The slide uses a list-based table format to map industries to specific sustainability-driven technological implications.", "function": "analyze_data", "rawType": "industry_trends", "block": null, "metadata": { "slideType": "industry_trends", "slideTypeCanon": { "name": "Industry trends", "slug": "industry_trends", "status": "active", "canonId": "019de52d-0b1d-7705-a0e0-c663199cd1fa", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "sparse", "densityScore": 10, "componentCount": 3, "textChars": 137, "nDataPoints": 0, "notes": "The slide uses a list-based table format to map industries to specific sustainability-driven technological implications.", "elementsJson": [ "headline_text", "comparison_table", "icon_grid" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:50.67+00", "seconds": 2.105, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/179", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-179", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.02, "w": 0.15, "x": 0.04, "y": 0.95 }, "kind": "source-note", "text": "Source: McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:50.67+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5c494a41-2b99-4ca6-9c20-f4e5a41cf8d2", "parentComponentId": null }, { "bbox": { "h": 0.7, "w": 0.92, "x": 0.04, "y": 0.18 }, "kind": "table", "text": "Industry affected and Implications from technology trend", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:50.67+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9adddf2f-31c5-4d00-a205-a4afc596866c", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.5, "x": 0.04, "y": 0.08 }, "kind": "title", "text": "What industries could be most affected in the long term?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:50.67+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "68fd8806-13e9-458f-8682-786b27dd8b65", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Table data", "slug": "table-data", "status": "active", "bestFor": null, "canonId": "019dd9e1-4fab-7168-a82f-b847350a006d", "version": 1, "bodyDocId": null, "description": "Tabular layouts of structured data.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "7de76ed2-abdb-40ea-9404-60b75c06b8ae", "evidence": "The slide contains a table with data on industries that could be most affected in the long term by the trend of sustainable consumption.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 21:18:17.622109+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 179, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 180, "type": "evidence", "title": "The slide uses a list format to map specific technology categories to real-world corporate initiatives.", "function": "illustrate_case", "rawType": "case_study", "block": null, "metadata": { "slideType": "case_study", "slideTypeCanon": { "name": "Case study", "slug": "case_study", "status": "active", "canonId": "019de52d-0b95-7344-8090-926f3b8e92c8", "version": 1, "description": null }, "function": "illustrate_case", "functionCanon": { "name": "Illustrate case", "slug": "illustrate_case", "status": "active", "canonId": "019de52d-13b4-772c-bb73-1873612a7463", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 78, "componentCount": 10, "textChars": 878, "nDataPoints": 0, "notes": "The slide uses a list format to map specific technology categories to real-world corporate initiatives.", "elementsJson": [ "headline_text", "icon_grid", "paragraph" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:52.084+00", "seconds": 3.507, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/180", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-180", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "Relevant technologies are already enabling climate impact across a variety of industries; today's main challenge remains scale", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": { "name": "Visual emphasis", "slug": "visual-emphasis", "status": "active", "bestFor": null, "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c", "version": 1, "bodyDocId": null, "description": "Drawing the eye to one element above the rest of the slide.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 13:31:54+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-d3bb-700a-9d9b-deb3f4556cc4", "parentComponentId": null }, { "bbox": { "h": 0.7, "w": 0.06, "x": 0.04, "y": 0.2 }, "kind": "image", "text": null, "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Icon grid", "slug": "icon-grid", "status": "active", "canonId": "019de52c-fdfe-749d-9990-1db465a3eed4", "version": 1, "description": null }, "framework": null }, "subkind": "icon-grid", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:52.084+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b7ad33b0-c1a5-401d-9662-afb2948417e4", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.9, "x": 0.04, "y": 0.48 }, "kind": "list", "text": "Green construction: ArcelorMittal industrial-scale hydrogen projects for steelmaking.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:52.084+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "22233f26-4e09-46f9-ab81-9b7a2766ed60", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.9, "x": 0.04, "y": 0.2 }, "kind": "list", "text": "CCUS: Occidental Petroleum and Cemvita Factory pilot project for CO2 to bioethylene conversion.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:52.084+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2bc45875-b2e1-4037-897c-40d230274e4c", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.9, "x": 0.04, "y": 0.58 }, "kind": "list", "text": "Natural capital and nature: IKEA Systems biodiversity and deforestation considerations.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:52.084+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "3048330a-93a6-4e39-a70d-f73814baf53e", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.9, "x": 0.04, "y": 0.68 }, "kind": "list", "text": "Alternative proteins and sustainable agriculture: Nutrien emissions reduction and carbon marketplaces.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:52.084+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "631363bb-ee3b-4ba2-a9cd-3a51f402670d", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.9, "x": 0.04, "y": 0.78 }, "kind": "list", "text": "Circular technologies: HKRITA and Gap partnership for eco-friendly textile recycling.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:52.084+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "71cda302-b4ba-42e1-9274-e0bf1304a3f6", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.9, "x": 0.04, "y": 0.3 }, "kind": "list", "text": "Carbon removal: Running Tide, Kelp Blue, and Frontier (Stripe, Alphabet, Shopify, Meta, McKinsey).", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:52.084+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "de3e6ad4-b8a4-4b13-b60c-00e5f9ca1491", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.7, "x": 0.04, "y": 0.12 }, "kind": "subtitle", "text": "Relevant technologies are already enabling climate impact across a variety of industries; today’s main challenge remains scale", "attrs": null, "canon": { "kind": { "name": "Subtitle", "slug": "subtitle", "status": "active", "canonId": "82d821ee-2793-42e7-8f16-c6131385a3ce", "version": 1, "description": "Header-zone supporting text near the title (= ex body.description with bbox)." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:52.084+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f2461a9d-139a-4d7c-83cb-7424d22f44e5", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.6, "x": 0.04, "y": 0.03 }, "kind": "title", "text": "Who has created impact with technologies enabling sustainable consumption?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:52.084+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4192f4a1-4235-46e3-8382-89a397dfdae5", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 181, "type": "setup", "title": "The slide uses a split-screen layout to contrast positive outcomes (benefits) against potential challenges (risks).", "function": "compare_options", "rawType": "strategic_options", "block": null, "metadata": { "slideType": "strategic_options", "slideTypeCanon": { "name": "Strategic options", "slug": "strategic_options", "status": "active", "canonId": "019de52d-0c0d-745a-8f0a-50898a91cc12", "version": 1, "description": null }, "function": "compare_options", "functionCanon": { "name": "Compare options", "slug": "compare_options", "status": "active", "canonId": "019de52d-167f-7038-aebc-70a9d2e0e33b", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 87, "componentCount": 10, "textChars": 1355, "nDataPoints": 1, "notes": "The slide uses a split-screen layout to contrast positive outcomes (benefits) against potential challenges (risks).", "elementsJson": [ "headline_text", "bullet_list", "photo" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:57.175+00", "seconds": 8.533, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/181", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-181", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.15, "w": 0.15, "x": 0.28, "y": 0.18 }, "kind": "image", "text": null, "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Illustration", "slug": "illustration", "status": "active", "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615", "version": 1, "description": null }, "framework": null }, "subkind": "illustration", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:57.175+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "dd91112a-874c-41b9-8608-2a680ba9cc6a", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.12, "x": 0.82, "y": 0.2 }, "kind": "image", "text": null, "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Illustration", "slug": "illustration", "status": "active", "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615", "version": 1, "description": null }, "framework": null }, "subkind": "illustration", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:57.175+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f8813e26-bf46-4471-abe8-b854f9d046d9", "parentComponentId": null }, { "bbox": { "h": 0.4, "w": 0.4, "x": 0.54, "y": 0.4 }, "kind": "list", "text": "Commercialization pathways for climate tech mean they aren't yet cost competitive with conventional tech\nAvailability of critical input materials might be insufficient\nUpfront and ongoing costs to decarbonize production facilities and value chains are of concern (eg, green-steel production >40% more expensive than conventional)\nRegulatory action and alignment of standards across borders and regions will be important\nChanges in consumer behavior, compared with stated commitments, can affect sustainable consumption initiatives (eg, willingness to pay “green premiums”)", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:57.175+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "94eacefe-ba9a-47cc-aff5-8ef85177de92", "parentComponentId": null }, { "bbox": { "h": 0.4, "w": 0.4, "x": 0.05, "y": 0.4 }, "kind": "list", "text": "Operating savings in the long run: Cost-effective investments for rapidly scaling end-use-focused clean technologies (eg, green construction)\nEarly-mover advantage: Network benefits for companies that join climate tech ecosystems early\nIncentives: Support or guarantees for new technology takeoff and increase in adoption (eg, green bonds, loan guarantees, decarbonization subsidies)\nTransparent industry standards: Mature clean-energy standards in developed countries and global decarbonization commitments\nVibrant carbon markets: Rapidly growing global markets for CO2 permits traded among clean-energy-ecosystem players", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:57.175+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d243ba43-ac16-43f6-bac2-1dce7f52c5ff", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.1, "x": 0.85, "y": 0.95 }, "kind": "source-note", "text": "McKinsey & Company 181", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:57.175+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "83c67efd-2a34-44db-9a96-75903c91e21d", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.15, "x": 0.05, "y": 0.95 }, "kind": "source-note", "text": "Source: McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:57.175+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "bf88693e-8287-47b0-b146-1b64f2ff8d7a", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.15, "x": 0.8, "y": 0.02 }, "kind": "title", "text": "Future of sustainable consumption", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:57.175+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2fc891da-09b7-4068-939d-4991f6e32448", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.25, "x": 0.54, "y": 0.34 }, "kind": "title", "text": "Risks and uncertainties", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:57.175+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7c719240-7f29-401b-a941-8a472301c095", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.4, "x": 0.05, "y": 0.05 }, "kind": "title", "text": "What should leaders when engaging with this trend?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:57.175+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9097887c-cfa1-41ee-a456-d0688c1ba0ab", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.1, "x": 0.05, "y": 0.34 }, "kind": "title", "text": "Benefits", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:57.175+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ab561579-2778-4256-aaf3-c35b31ff2214", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 182, "type": "analysis", "title": "The slide uses a numbered list format to structure complex industry debates.", "function": "frame_problem", "rawType": "industry_trends", "block": null, "metadata": { "slideType": "industry_trends", "slideTypeCanon": { "name": "Industry trends", "slug": "industry_trends", "status": "active", "canonId": "019de52d-0b1d-7705-a0e0-c663199cd1fa", "version": 1, "description": null }, "function": "frame_problem", "functionCanon": { "name": "Frame problem", "slug": "frame_problem", "status": "active", "canonId": "019de52d-13db-753e-ad70-e9b2d0dab398", "version": 1, "description": null }, "density": "balanced", "densityScore": 41, "componentCount": 5, "textChars": 520, "nDataPoints": 2, "notes": "The slide uses a numbered list format to structure complex industry debates.", "elementsJson": [ "headline_text", "numbered_list" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:57.902+00", "seconds": 8.018, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/182", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-182", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.02, "w": 0.65, "x": 0.3, "y": 0.18 }, "kind": "legend", "text": "Overall, Land consumption, Material consumption, Sustainability enablers for hard-to-abate industries", "attrs": null, "canon": { "kind": { "name": "Legend", "slug": "legend", "status": "active", "canonId": "31361933-3d22-4c70-bbad-0801e9fffc0c", "version": 1, "description": "Color/symbol decoder placed adjacent to a chart or diagram." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:57.902+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "788d9649-5c1a-45f5-a5b8-a4dfddb96b9d", "parentComponentId": null }, { "bbox": { "h": 0.7, "w": 0.25, "x": 0.04, "y": 0.2 }, "kind": "list", "text": "1. Capital reallocation to accelerate decarbonization\n2. Consumer behavior shift\n3. Feasibility of sustainable agriculture\n4. Future of circular economy\n5. Balance of decarbonization levers", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Numbered list", "slug": "numbered", "status": "active", "canonId": "019de52c-fcc0-7718-a284-a4250c805df2", "version": 1, "description": null }, "framework": null }, "subkind": "numbered", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:57.902+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b0116be1-481f-4d68-9ffa-d58e53a7bc8f", "parentComponentId": null }, { "bbox": { "h": 0.7, "w": 0.65, "x": 0.3, "y": 0.2 }, "kind": "paragraph", "text": "How will companies and governments mobilize capital flows in support of sustainable consumption? Estimated capital spending of ~$9.2 trillion per year...", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:57.902+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1aec24e5-39f3-4561-90e4-9bbb59c91683", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.15, "x": 0.04, "y": 0.95 }, "kind": "source-note", "text": "Source: McKinsey analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:57.902+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5b76f449-db71-413f-8061-6033e47ac63f", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.5, "x": 0.04, "y": 0.08 }, "kind": "title", "text": "What are some topics of debate related to the trend?", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:57.902+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4ce6fa4b-6949-4df3-82cc-e13d6acc6bfd", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 183, "type": "appendix", "function": "appendix", "rawType": "appendix", "block": null, "metadata": { "slideType": "appendix", "slideTypeCanon": { "name": "Appendix", "slug": "appendix", "status": "active", "canonId": "019de52d-0762-71f8-b564-89ab863301cc", "version": 1, "description": null }, "function": "appendix", "functionCanon": { "name": "Appendix", "slug": "appendix", "status": "active", "canonId": "019de52d-138d-750b-83c3-49b4bc7a7a38", "version": 1, "description": null }, "density": "balanced", "densityScore": 27, "componentCount": 5, "textChars": 289, "nDataPoints": 0, "notes": null, "elementsJson": [ "headline_text", "bullet_list" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:55.321+00", "seconds": 5.352, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/183", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-183", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.15, "w": 0.661, "x": 0.044, "y": 0.517 }, "kind": "list", "text": "The net-zero transition: What it would cost, what it could bring\nDelivering the climate technologies needed for net zero\nDecarbonizing the world's industries: A net-zero guide for nine key sectors", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:55.321+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5ec64380-aeaa-440d-ac9b-5a7df8adca23", "parentComponentId": null }, { "bbox": { "h": 0.028, "w": 0.177, "x": 0.044, "y": 0.456 }, "kind": "paragraph", "text": "Related reading", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:55.321+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1e6aa9c1-2a78-463a-9621-859684a638d9", "parentComponentId": null }, { "bbox": { "h": 0.028, "w": 0.411, "x": 0.044, "y": 0.322 }, "kind": "paragraph", "text": "McKinsey Platform for Climate Technologies", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:55.321+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a4533f6c-bc60-4692-9f5b-292dbd8b068c", "parentComponentId": null }, { "bbox": { "h": 0.028, "w": 0.194, "x": 0.044, "y": 0.261 }, "kind": "paragraph", "text": "Knowledge center", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:55.321+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e15a6885-cf1d-489a-8523-d82028fea1f9", "parentComponentId": null }, { "bbox": { "h": 0.044, "w": 0.325, "x": 0.044, "y": 0.083 }, "kind": "title", "text": "Additional resources", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:55.321+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "38051ae1-e6e3-4635-97a8-6cf0a993bfcd", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 184, "type": "setup", "function": "front_matter", "rawType": "cover", "block": null, "metadata": { "slideType": "cover", "slideTypeCanon": { "name": "Cover", "slug": "cover", "status": "active", "canonId": "019de52d-05f2-729d-9f93-e0504f0a2410", "version": 1, "description": null }, "function": "front_matter", "functionCanon": { "name": "Front matter", "slug": "front_matter", "status": "active", "canonId": "019de52d-133d-73f0-9e26-201eda96b098", "version": 1, "description": null }, "density": "sparse", "densityScore": 4, "componentCount": 2, "textChars": 87, "nDataPoints": 0, "notes": null, "elementsJson": [ "logo_grid" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:18:54.797+00", "seconds": 4.794, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b639-4dda27d9d887/184", "deck": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887", "deckAnchor": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887#slide-184", "deckJson": "/decks/019dd923-5ca1-7489-b639-4dda27d9d887.json" }, "components": [ { "bbox": { "h": 0.15, "w": 0.2, "x": 0.04, "y": 0.06 }, "kind": "image", "text": "McKinsey & Company", "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Logo", "slug": "logo", "status": "active", "canonId": "019de52c-fdaf-743d-94c4-d7c6a0e55302", "version": 1, "description": null }, "framework": null }, "subkind": "logo", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:54.797+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5ae4c382-db4b-4020-b3ef-8804293250a0", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.3, "x": 0.04, "y": 0.86 }, "kind": "paragraph", "text": "August 2022\nCopyright © 2022 McKinsey & Company. All rights reserved.", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433", "version": 1, "description": null }, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:18:54.797+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "00a41dca-cc9c-4d2a-b8c1-96d2054b3106", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true } ], "arcBeats": [ { "from": 1, "to": 4, "label": "Situation & Context", "description": "The report provides an introduction to the technology trends" }, { "from": 5, "to": 10, "label": "Problem & Complication", "description": "The report highlights the challenges and opportunities presented by technology trends" }, { "from": 11, "to": 20, "label": "Evidence & Proof", "description": "The report provides data and analysis to support its findings" } ], "loops": [ { "from": 10, "to": 20, "label": "Logic Chain", "description": "To understand the impact of technology trends on business" } ] }