{ "schemaVersion": "deck-intelligence.v1", "id": "019dd923-5ca1-7489-b635-4ef8e5e1fca1", "slug": "75e8c16fe4b5b3c2", "title": "2025 Carbon Survey Report", "subtitle": "BCG", "author": "BCG", "pageCount": 11, "kind": "consulting-deck", "orientation": "landscape", "aspectRatio": 1.777, "document": { "id": "019dd923-5ca1-7489-b635-4ef8e5e1fca1", "slug": "75e8c16fe4b5b3c2", "title": "2025 Carbon Survey Report", "rawTitle": "2025 Carbon Survey Report", "authorId": "BCG", "authorName": "BCG", "authorDisplay": "BCG", "kind": { "slug": "consulting-deck", "label": "Consulting deck" }, "sourceType": { "slug": "strategy_consulting", "label": "Strategy consulting" }, "fileName": "2025-2025-Carbon-Survey-Report.pdf", "sourceUrl": "https://web-assets.bcg.com/4e/91/4fe9e9ad46be95d917cabac60950/2025-carbon-survey-report-slideshow-sep-2025-r.pdf", "sourceDate": "2025-01-01 00:00:00", "presentationDate": null, "ingestedAt": "2026-04-23 20:51:30+00", "status": "ready", "pageCount": 11, "orientation": "landscape", "aspectRatio": 1.777, "targetCompany": null, "targetTicker": null, "metadata": { "local_root": "/tmp/legacy-images/75e8c16fe4b5b3c2", "origin_corpus": "consulting" } }, "coverage": { "pageCount": 11, "pagesIndexed": 11, "pagesWithImages": 11, "pagesWithMetadata": 11, "imageCoveragePct": 100, "metadataCoveragePct": 100, "componentCount": 75, "chartCount": 18, "metricSlides": 8, "toolMatches": 71, "documentToolMatches": 0, "frameworkMatches": 0, "arcMatches": 2, "beatMatches": 10, "loopMatches": 4, "patternMatches": 0, "storymakersMatch": true, "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": "019dd95a-0542-7728-a790-3e4af4cbd90a", "evidence": "Classic BCG analyst report: context (p.1) → problem of stalling reporting (p.2-3) → action signals (p.4-5) → proof of value & risk (p.6-8) → digital next steps (p.9-10).", "isPrimary": true, "confidence": 80, "extraction": { "at": "2026-04-29 13:07:28.977035+00", "model": "claude-legacy", "runId": null, "seconds": null, "promptVersion": null } }, { "arc": { "name": "The Sparkline", "slug": "sparkline", "status": "active", "bestFor": "Keynotes, TED-style talks", "canonId": "019dd956-606e-720c-905a-42607ac0bf50", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "What Is -> What Could Be -> What Is -> What Could Be -> New Bliss", "description": null, "familyLabel": null, "categoryName": "Narrative & Transformation", "categorySlug": "narrative-transformation" }, "matchId": "019dd95a-0542-7728-a790-40e74e8e52ab", "evidence": "Deck oscillates: stall (p.2) → investing more (p.4-6) → risk reality (p.7) → leaders winning (p.8) → digital new bliss (p.9-10).", "isPrimary": false, "confidence": 65, "extraction": { "at": "2026-04-29 13:07:28.977035+00", "model": "claude-legacy", "runId": null, "seconds": null, "promptVersion": null } } ], "beats": [ { "to": 1, "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": "019dd95a-0682-776c-8e3a-08b9022cd245", "matchId": "019dd95a-0542-7728-a790-3e4af4cbd90a", "beatType": { "name": "Situation & Context", "slug": "consultants-gambit-situation-context", "status": "active", "canonId": "019dd9b8-05ae-741b-992d-65ee83c639b3", "version": 1, "description": null }, "evidence": "Cover frames topic: how companies tackle climate and create value.", "position": 1, "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. 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cover jumps straight to p.2 findings without framing why the reader should care" ], "narrativeScore": 68, "pillarCritique": "There are no section dividers at all in this 11-page deck - it runs as a flat sequence of findings rather than MECE pillars, which is acceptable for a survey-results format but costs the deck narrative scaffolding.", "closingCritique": "The deck ends on a descriptive finding ('leaders use AI 10% more often', p.10) followed by a methodology appendix (p.11) - there is no call-to-action and no memorable close. 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Aligns with how readers actually consume decks — Heath & Heath's Find the Core, the journalist's nut graf, and Minto's governing thought all converge on the same cognitive economics.", "antipattern": "Topic titles disguised as core messages (Customer satisfaction, no verb, no stake); multi-thesis sentences stapled with and; hedged sentences (may show signs of possible softening); chart-caption titles (Revenue fell 4%) that restate what the chart already shows instead of naming the so-what; meta-commentary (this slide explores...) that describes the slide rather than concluding it.", "cardinality": null, "narrativePurpose": "Forces the slide author to do the interpretive work before the slide ships, so the audience does not have to do it during the meeting. Wins the WYSIATI battle on purpose — the loudest fragment on the page becomes the author's chosen sentence rather than whichever chart label happens to be largest." }, { "tool": { "name": "Metaphor & Analogy", "slug": "metaphor-analogy", "status": "active", "bestFor": null, "canonId": "019dd956-adea-7729-bca1-70810d6238a9", "version": 1, "bodyDocId": null, "description": "Making abstract concepts concrete through familiar comparisons", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "019dd95a-121f-71e6-8e86-a16541cc8040", "evidence": "'Stalling' is a vehicle/momentum metaphor for declining metrics.", "pageRefs": null, "priority": "Core", "whenToUse": null, "confidence": 70, "extraction": { "at": "2026-04-29 13:07:32.132158+00", "model": "claude-legacy", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 2, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Small Multiples", "slug": "small-multiples", "status": "active", "bestFor": null, "canonId": "019dd956-b32d-7586-b368-baa1dd388ed4", "version": 1, "bodyDocId": null, "description": "Repeating similar charts for comparison across categories or time", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Designer", "layer": "slide", "agents": [ "Designer" ], "matchId": "019dd95a-121f-71e6-8e86-b344212c406e", "evidence": "Three parallel panels (reporting, targets, risk measurement).", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 90, "extraction": { "at": "2026-04-29 13:07:32.132158+00", "model": "claude-legacy", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 2, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "So What? Test", "slug": "so-what-test", "status": "active", "bestFor": "On every slide carrying a chart, number, list, or finding intended to inform a decision; whenever a draft title is descriptive rather than directive; whenever the deck will circulate without its author.", "canonId": "019dd956-acd2-76f8-b59a-9bf15a89f10a", "version": 1, "bodyDocId": "fec04b06-b2f1-432b-a97b-916dc7563f64", "description": "The recursive editorial discipline of asking so-what of every slide, chart, and statement until the answer is an implication for the audience — that final answer becomes the slide's title; the chain becomes its body.", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Architect", "layer": "slide", "agents": [ "Architect" ], "matchId": "019dd95a-121f-71e6-8e86-9c6e2a0422d6", "evidence": "Slide answers 'so what' — climate disclosure momentum is reversing.", "pageRefs": null, "priority": "Core", "whenToUse": "On every slide carrying a chart, number, list, or finding intended to inform a decision; whenever a draft title is descriptive rather than directive; whenever the deck will circulate without its author.", "confidence": 85, "extraction": { "at": "2026-04-29 13:07:32.132158+00", "model": "claude-legacy", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 2, "whyItWorks": "Solves the two failure modes of analytical communication at once: stopping at description (analyst-confidence problem) and leaving insight stranded in the analyst's head (translation problem). The recursion is what guarantees the implication makes it into ink.", "antipattern": "Stopping at the first tighter description (still a fact, not an implication), regressing past the audience's decision space into philosophy, smuggling the so-what into speaker notes, or re-using an implication aimed at a previous audience.", "cardinality": null, "narrativePurpose": "Forces every analytical artefact to close the gap between fact and decision, so the reader holds the recommendation by reading titles alone rather than reconstructing the analyst's mental model from raw evidence." }, { "tool": { "name": "Von Restorff Effect", "slug": "von-restorff-effect", "status": "active", "bestFor": null, "canonId": "019dd956-beab-73d8-9f62-30d0332e926e", "version": 1, "bodyDocId": null, "description": "Items that stand out are noticed and remembered - make key points visually distinct", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Designer", "layer": "slide", "agents": [ "Designer" ], "matchId": "019dd95a-121f-71e6-8e86-ab1a32202ce7", "evidence": "2025 bars highlighted in dark green vs grey prior years.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 90, "extraction": { "at": "2026-04-29 13:07:32.132158+00", "model": "claude-legacy", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 2, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Waterfall chart", "slug": "waterfall-chart", "status": "active", "bestFor": null, "canonId": "e2799da3-725f-44a9-a093-570f1f388e64", "version": 1, "bodyDocId": null, "description": null, "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "1559b31e-e5e6-4b1e-820b-3f6cd8fe3e1b", "evidence": "The slide features a waterfall chart to display the decomposition of a value.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 21:07:11.162243+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 2, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [ { "to": 3, "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": 2, "name": "Problem & Complication", "beatId": "019dd95a-0682-776c-8e3a-0deed1ce4e9f", "matchId": "019dd95a-0542-7728-a790-3e4af4cbd90a", "beatType": { "name": "Problem & Complication", "slug": "consultants-gambit-problem-complication", "status": "active", "canonId": "019dd9b8-064a-777f-a374-e9a8c43dedd4", "version": 1, "description": null }, "evidence": "Reporting stalling (7%/13%/12%) and uneven by geography.", "position": 2, "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": 80 }, { "to": 3, "arc": { "name": "The Sparkline", "slug": "sparkline", "status": "active", "bestFor": "Keynotes, TED-style talks", "canonId": "019dd956-606e-720c-905a-42607ac0bf50", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "What Is -> What Could Be -> What Is -> What Could Be -> New Bliss", "description": null, "familyLabel": null }, "from": 2, "name": "What Is", "beatId": "019dd95a-0701-77fe-ae97-39fc2955bc03", "matchId": "019dd95a-0542-7728-a790-40e74e8e52ab", "beatType": { "name": "What Is", "slug": "sparkline-what-is-1", "status": "active", "canonId": "019dd9b8-25d5-7468-8649-454886d75343", "version": 1, "description": null }, "evidence": "Reporting stalling, geographic gaps.", "position": 1, "isPrimaryArc": false, "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": 65 } ], "loops": [ { "to": 3, "from": 2, "loop": { "name": "02_pattern_hunter", "slug": "02-pattern-hunter", "status": "active", "bestFor": "Time-pressed audiences, building consensus, when data is strong", "canonId": "019dd956-6695-771a-be2e-f1748ef041a4", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "Evidence A -> Evidence B -> Evidence C -> Pattern/Conclusion", "description": "Group multiple pieces of evidence that together point to a pattern or conclusion", "familyLabel": null }, "matchId": "019dd95a-088b-72c8-b7e0-13d9242252c3", "evidence": "Three concurrent metrics decline (7%/13%/12%) plus country/region grid form a single pattern.", "position": 1, "objective": "Establish that climate reporting is stalling across multiple metrics and geographies", "confidence": 80, "extraction": { "at": "2026-04-29 13:07:29.689431+00", "model": "claude-legacy", "runId": null, "seconds": null, "promptVersion": null } } ], "locked": true }, { "page": 3, "type": "analysis", "title": "The data represents rankings of companies across countries and regions based on climate risk management activities.", "function": "compare_peers", "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": "compare_peers", "functionCanon": { "name": "Compare peers", "slug": "compare_peers", "status": "active", "canonId": "019de52d-1453-72ba-a367-9ba3d34c1630", "version": 1, "description": null }, "density": "balanced", "densityScore": 38, "componentCount": 4, "textChars": 468, "nDataPoints": 42, "notes": "The data represents rankings of companies across countries and regions based on climate risk management activities.", "elementsJson": [ "headline_text", "bar_chart_horizontal", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:39:46.934+00", "seconds": 2.726, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b635-4ef8e5e1fca1/3", "deck": "/decks/019dd923-5ca1-7489-b635-4ef8e5e1fca1", "deckAnchor": "/decks/019dd923-5ca1-7489-b635-4ef8e5e1fca1#slide-3", "deckJson": "/decks/019dd923-5ca1-7489-b635-4ef8e5e1fca1.json" }, "components": [ { "bbox": { "h": 0.7, "w": 0.9, "x": 0.05, "y": 0.2 }, "kind": "chart", "text": "Comparative bar charts for countries and regions across three metrics", "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": "Horizontal bar chart", "slug": "bar-horizontal", "status": "active", "canonId": "019de52c-fec4-7221-986b-1cb5f5e84b1f", "version": 1, "description": null }, "framework": null }, "subkind": "bar-horizontal", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:39:46.934+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7d342914-39e9-4a33-8adb-2e5d9a7e05c3", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "Percentage of respondents", "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 12:48:26+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-acb9-741a-8348-0d443c220fd4", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.6, "x": 0.03, "y": 0.88 }, "kind": "source-note", "text": "Sources: BCG and CO2 AI Climate Survey 2025 (n = 1924); BCG analysis. Note: Rankings are based on average across reporting, target-setting, and identifying and measuring climate risks. 1Inclusive of Science Based Targets initiative (SBTi) and non-SBTi targets.", "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. 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(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. 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