{
  "schemaVersion": "deck-intelligence.v1",
  "id": "019dd923-5e88-73ef-bd5c-dbfe56fadd00",
  "slug": "4106ec6c4dc6c3d8",
  "title": "2024 Making Reinvention Real with Gen AI",
  "subtitle": "Accenture",
  "author": "Accenture",
  "pageCount": 19,
  "kind": "consulting-deck",
  "orientation": "landscape",
  "aspectRatio": 1.778,
  "document": {
    "id": "019dd923-5e88-73ef-bd5c-dbfe56fadd00",
    "slug": "4106ec6c4dc6c3d8",
    "title": "2024 Making Reinvention Real with Gen AI",
    "rawTitle": "2024 Making Reinvention Real with Gen AI",
    "authorId": "Accenture",
    "authorName": "Accenture",
    "authorDisplay": "Accenture",
    "kind": {
      "slug": "consulting-deck",
      "label": "Consulting deck"
    },
    "sourceType": {
      "slug": "strategy_consulting",
      "label": "Strategy consulting"
    },
    "fileName": "2024-Making-Reinvention-Real-with-Gen-AI.pdf",
    "sourceUrl": null,
    "sourceDate": "2024-03-01 00:00:00",
    "presentationDate": null,
    "ingestedAt": "2026-04-25 11:55:48+00",
    "status": "ready",
    "pageCount": 19,
    "orientation": "landscape",
    "aspectRatio": 1.778,
    "targetCompany": null,
    "targetTicker": null,
    "metadata": {
      "local_root": "/tmp/legacy-images/4106ec6c4dc6c3d8",
      "origin_corpus": "consulting"
    }
  },
  "coverage": {
    "pageCount": 19,
    "pagesIndexed": 19,
    "pagesWithImages": 19,
    "pagesWithMetadata": 19,
    "imageCoveragePct": 100,
    "metadataCoveragePct": 100,
    "componentCount": 142,
    "chartCount": 0,
    "metricSlides": 0,
    "toolMatches": 69,
    "documentToolMatches": 0,
    "frameworkMatches": 4,
    "arcMatches": 2,
    "beatMatches": 8,
    "loopMatches": 2,
    "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": "019de055-559d-72bf-88b9-c90a81d2f55d",
        "evidence": "Classic situation→problem(13%)→5 imperatives→case proofs→CTA structure across pp.1–16",
        "isPrimary": true,
        "confidence": 88,
        "extraction": {
          "at": "2026-04-30 21:39:41.814818+00",
          "model": "claude-cli",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        }
      },
      {
        "arc": {
          "name": "The Transformation Tale",
          "slug": "transformation-tale",
          "status": "active",
          "bestFor": "Sales presentations, product launches, fundraising",
          "canonId": "019dd956-6128-70fa-9bff-ab3c0b4ad09f",
          "version": 1,
          "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
          "structure": "Current Reality (Pain) -> Future Vision (Gain) -> The Bridge",
          "description": null,
          "familyLabel": null,
          "categoryName": "Narrative & Transformation",
          "categorySlug": "narrative-transformation"
        },
        "matchId": "019de055-5711-758b-a853-695c60c64f8c",
        "evidence": "Current pain (13%) → future vision (enterprise-level value) → bridge (5 imperatives)",
        "isPrimary": false,
        "confidence": 55,
        "extraction": {
          "at": "2026-04-30 21:39:41.814818+00",
          "model": "claude-cli",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        }
      }
    ],
    "beats": [
      {
        "to": 2,
        "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": "019de055-55cf-7775-aeea-8310c0a709f4",
        "matchId": "019de055-559d-72bf-88b9-c90a81d2f55d",
        "beatType": null,
        "evidence": "Cover + authors set GenAI reinvention frame",
        "position": 1,
        "isPrimaryArc": true,
        "parentBeatType": null,
        "alignedBlockIds": null,
        "matchConfidence": 88
      },
      {
        "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": 3,
        "name": "Problem & Complication",
        "beatId": "019de055-5602-70f7-bd94-87ee2c9d864c",
        "matchId": "019de055-559d-72bf-88b9-c90a81d2f55d",
        "beatType": null,
        "evidence": "Only 13% create value; 4.5x urgency to act",
        "position": 2,
        "isPrimaryArc": true,
        "parentBeatType": null,
        "alignedBlockIds": null,
        "matchConfidence": 88
      },
      {
        "to": 14,
        "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": "Solution & Approach",
        "beatId": "019de055-5676-7485-8909-2537ce06eda0",
        "matchId": "019de055-559d-72bf-88b9-c90a81d2f55d",
        "beatType": null,
        "evidence": "Divider then 5 imperatives with embedded proofs",
        "position": 3,
        "isPrimaryArc": true,
        "parentBeatType": null,
        "alignedBlockIds": null,
        "matchConfidence": 88
      },
      {
        "to": 15,
        "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": 15,
        "name": "Evidence & Proof",
        "beatId": "019de055-56ac-75fe-93fa-1e1a10ec9bc4",
        "matchId": "019de055-559d-72bf-88b9-c90a81d2f55d",
        "beatType": null,
        "evidence": "Final electronics retailer case study as climactic proof",
        "position": 4,
        "isPrimaryArc": true,
        "parentBeatType": null,
        "alignedBlockIds": null,
        "matchConfidence": 88
      },
      {
        "to": 16,
        "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": 16,
        "name": "Impact & Next Steps",
        "beatId": "019de055-56de-7076-a056-6d70f20337e6",
        "matchId": "019de055-559d-72bf-88b9-c90a81d2f55d",
        "beatType": null,
        "evidence": "Conclusion with four short-term actions to start",
        "position": 5,
        "isPrimaryArc": true,
        "parentBeatType": null,
        "alignedBlockIds": null,
        "matchConfidence": 88
      },
      {
        "to": 4,
        "arc": {
          "name": "The Transformation Tale",
          "slug": "transformation-tale",
          "status": "active",
          "bestFor": "Sales presentations, product launches, fundraising",
          "canonId": "019dd956-6128-70fa-9bff-ab3c0b4ad09f",
          "version": 1,
          "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
          "structure": "Current Reality (Pain) -> Future Vision (Gain) -> The Bridge",
          "description": null,
          "familyLabel": null,
          "categoryName": "Narrative & Transformation",
          "categorySlug": "narrative-transformation"
        },
        "from": 3,
        "name": "Current Reality (Pain)",
        "beatId": "019de055-5746-777b-9a29-f6198fcd00e8",
        "matchId": "019de055-5711-758b-a853-695c60c64f8c",
        "beatType": null,
        "evidence": "13% gap, urgency framing",
        "position": 1,
        "isPrimaryArc": false,
        "parentBeatType": null,
        "alignedBlockIds": null,
        "matchConfidence": 55
      },
      {
        "to": 16,
        "arc": {
          "name": "The Transformation Tale",
          "slug": "transformation-tale",
          "status": "active",
          "bestFor": "Sales presentations, product launches, fundraising",
          "canonId": "019dd956-6128-70fa-9bff-ab3c0b4ad09f",
          "version": 1,
          "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
          "structure": "Current Reality (Pain) -> Future Vision (Gain) -> The Bridge",
          "description": null,
          "familyLabel": null,
          "categoryName": "Narrative & Transformation",
          "categorySlug": "narrative-transformation"
        },
        "from": 16,
        "name": "Future Vision (Gain)",
        "beatId": "019de055-5778-738f-bccc-0a3ab88467c6",
        "matchId": "019de055-5711-758b-a853-695c60c64f8c",
        "beatType": null,
        "evidence": "Enterprise-level impact stated as destination",
        "position": 2,
        "isPrimaryArc": false,
        "parentBeatType": null,
        "alignedBlockIds": null,
        "matchConfidence": 55
      },
      {
        "to": 15,
        "arc": {
          "name": "The Transformation Tale",
          "slug": "transformation-tale",
          "status": "active",
          "bestFor": "Sales presentations, product launches, fundraising",
          "canonId": "019dd956-6128-70fa-9bff-ab3c0b4ad09f",
          "version": 1,
          "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
          "structure": "Current Reality (Pain) -> Future Vision (Gain) -> The Bridge",
          "description": null,
          "familyLabel": null,
          "categoryName": "Narrative & Transformation",
          "categorySlug": "narrative-transformation"
        },
        "from": 5,
        "name": "The Bridge",
        "beatId": "019de055-57ac-758b-b58a-1f6a3a7d5be4",
        "matchId": "019de055-5711-758b-a853-695c60c64f8c",
        "beatType": null,
        "evidence": "5 imperatives + case studies form the bridge",
        "position": 3,
        "isPrimaryArc": false,
        "parentBeatType": null,
        "alignedBlockIds": null,
        "matchConfidence": 55
      }
    ],
    "loops": [
      {
        "to": 4,
        "from": 3,
        "loop": {
          "name": "27_cost_of_inaction",
          "slug": "27-cost-of-inaction",
          "status": "active",
          "bestFor": "Urgent budget requests, compliance, risk mitigation",
          "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
          "version": 1,
          "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
          "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
          "description": "Quantify what happens if the audience does nothing",
          "familyLabel": null,
          "categoryName": "Urgency",
          "categorySlug": "urgency"
        },
        "matchId": "019de055-57df-742e-9888-329935607929",
        "evidence": "p.3 '13% creating value' + p.4 '4.5x more likely' urgency callout",
        "position": 1,
        "objective": "Frame the gap and create urgency to act",
        "confidence": 78,
        "extraction": {
          "at": "2026-04-30 21:39:41.814818+00",
          "model": "claude-cli",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        }
      },
      {
        "to": 15,
        "from": 5,
        "loop": {
          "name": "40_mece_breakdown",
          "slug": "40-mece-breakdown",
          "status": "active",
          "bestFor": "Problem structuring, ensuring completeness, strategic analysis",
          "canonId": "019dd956-763c-765e-8b68-6ee3ae1ef184",
          "version": 1,
          "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
          "structure": "The Whole -> Category A (distinct) -> Category B (distinct) -> Category C (distinct) -> Complete Coverage",
          "description": "Divide a complex topic into mutually exclusive, collectively exhaustive categories",
          "familyLabel": null,
          "categoryName": "Consulting Framework",
          "categorySlug": "consulting-framework"
        },
        "matchId": "019de055-5811-771f-bd8b-812e6e6d47e4",
        "evidence": "Section divider names 'five imperatives'; pp.6–15 deliver each one with paired case study",
        "position": 2,
        "objective": "Walk the five MECE imperatives, each proven by a case",
        "confidence": 85,
        "extraction": {
          "at": "2026-04-30 21:39:41.814818+00",
          "model": "claude-cli",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        }
      }
    ],
    "tools": [
      {
        "tool": {
          "name": "Anchoring Bias",
          "slug": "anchoring-bias",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-9254-73de-8f1b-c7250f8f4c9c",
          "version": 1,
          "bodyDocId": null,
          "description": "First piece of information becomes reference point for all subsequent judgments",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Architect",
        "layer": "block",
        "agents": [
          "Architect",
          "Storyteller"
        ],
        "matchId": "019de055-5a8c-779e-a96f-f5249e92fd11",
        "evidence": "Big '13%' anchors the entire problem framing",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 85,
        "extraction": {
          "at": "2026-04-30 21:39:41.814818+00",
          "model": "claude-cli",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 3,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Loss Aversion",
          "slug": "loss-aversion",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-9761-738f-8fd4-558a63ea744a",
          "version": 1,
          "bodyDocId": null,
          "description": "Losses are felt 2x more strongly than equivalent gains - frame stakes as potential loss",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Storyteller",
        "layer": "block",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019de055-5abe-729f-abac-5337769ebc24",
        "evidence": "Frames the 87% failing-to-create-value as loss",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 75,
        "extraction": {
          "at": "2026-04-30 21:39:41.814818+00",
          "model": "claude-cli",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 3,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "MECE Principle",
          "slug": "mece-principle",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-7c60-71a8-8758-c79d914489c9",
          "version": 1,
          "bodyDocId": null,
          "description": "Mutually Exclusive, Collectively Exhaustive - ensuring complete, non-overlapping structure",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Architect",
        "layer": "block",
        "agents": [
          "Architect"
        ],
        "matchId": "019de055-59ea-7623-95cb-cbe3792676b0",
        "evidence": "Five imperatives positioned as comprehensive coverage",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": null,
        "confidence": 70,
        "extraction": {
          "at": "2026-04-30 21:39:41.814818+00",
          "model": "claude-cli",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 3,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Pyramid Principle",
          "slug": "pyramid-principle",
          "status": "active",
          "bestFor": "When the document has a single governing decision or recommendation the reader is asked to accept, and the case can be decomposed into a small number of clean groups. Strategy decks, board memos, investment committee papers.",
          "canonId": "019dd956-7cbd-7219-a477-c871e2bc1aff",
          "version": 1,
          "bodyDocId": "88b6ac56-b880-46f9-8621-ef3491ab6235",
          "description": "Lead with the answer; group three to five MECE supports beneath it; recurse one level down. Top-down hierarchical structure for any document with a single recommendation.",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Architect",
        "layer": "block",
        "agents": [
          "Architect"
        ],
        "matchId": "019de055-59b6-750d-827d-5c93d102821c",
        "evidence": "Answer (5 imperatives) presented up-front in right column",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": "When the document has a single governing decision or recommendation the reader is asked to accept, and the case can be decomposed into a small number of clean groups. Strategy decks, board memos, investment committee papers.",
        "confidence": 80,
        "extraction": {
          "at": "2026-04-30 21:39:41.814818+00",
          "model": "claude-cli",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 3,
        "whyItWorks": "Solves the two failure modes of expert communication at once: (1) the long climb where readers wait pages for the answer, and (2) logical mush from non-MECE groupings. Progressive disclosure lets a reader stop at any depth and get the right information.",
        "antipattern": "Chronological structure (\"what we did, what we found, what we conclude\") instead of logical hierarchy. Top-of-pyramid that is a topic (\"strategic options\") instead of an answer (\"pursue Option B because...\"). Non-MECE supports that overlap or fail to cover the universe.",
        "cardinality": null,
        "narrativePurpose": "Transfer conviction with minimum reader effort by mirroring how decision-makers consume information: answer first, scaffolding behind."
      },
      {
        "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": "block",
        "agents": [
          "Architect"
        ],
        "matchId": "019de055-5983-767b-a46a-721f50d3419e",
        "evidence": "Situation (gen AI year on), complication (13%), question (how), answer (5 imperatives)",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": null,
        "confidence": 80,
        "extraction": {
          "at": "2026-04-30 21:39:41.814818+00",
          "model": "claude-cli",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 3,
        "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": "block",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019de055-5d32-76ac-abdc-ddb25d388925",
        "evidence": "Background → AI approach → growth bridge in three columns",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 78,
        "extraction": {
          "at": "2026-04-30 21:39:41.814818+00",
          "model": "claude-cli",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 7,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Storytelling Effect",
          "slug": "storytelling-effect",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-981b-74f9-9096-5c8df03dab5a",
          "version": 1,
          "bodyDocId": null,
          "description": "Stories are remembered up to 22x better than facts alone",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Storyteller",
        "layer": "block",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019de055-5cff-70e9-b2f5-cb0be312ae26",
        "evidence": "Ecolab narrative case as proof of imperative 1",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 80,
        "extraction": {
          "at": "2026-04-30 21:39:41.814818+00",
          "model": "claude-cli",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 7,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "The Rule of Three",
          "slug": "the-rule-of-three",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-8962-75cf-b4f8-9394501a6f33",
          "version": 1,
          "bodyDocId": null,
          "description": "Ideas presented in threes are more memorable and satisfying",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Storyteller",
        "layer": "block",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019de055-63bb-701b-9e59-4f33cbfe8f89",
        "evidence": "Four short-term actions presented in parallel structure",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 60,
        "extraction": {
          "at": "2026-04-30 21:39:41.814818+00",
          "model": "claude-cli",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 16,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Contrast Pairs",
          "slug": "contrast-pairs",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-9b77-70d3-88b1-f34e26f60860",
          "version": 1,
          "bodyDocId": null,
          "description": "Creating tension through opposites: Before↔After, Problem↔Solution, Pain↔Relief",
          "familyLabel": null,
          "categoryName": "Loop",
          "categorySlug": "loop"
        },
        "agent": "Storyteller",
        "layer": "loop",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019de055-5a1d-7199-bf7d-439f281ec6df",
        "evidence": "'Experimentation' vs 'impact' framing on first loop slide",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": null,
        "confidence": 75,
        "extraction": {
          "at": "2026-04-30 21:39:41.814818+00",
          "model": "claude-cli",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 3,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Callback",
          "slug": "callback",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-a3a9-708f-b4a3-d3da2181c576",
          "version": 1,
          "bodyDocId": null,
          "description": "Referencing earlier content for payoff and cohesion",
          "familyLabel": null,
          "categoryName": "Loop",
          "categorySlug": "loop"
        },
        "agent": "Storyteller",
        "layer": "loop",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019de055-5b87-750c-bbde-387f26bd00b4",
        "evidence": "Divider 'Looking back...the five imperatives' callbacks prior framing",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 70,
        "extraction": {
          "at": "2026-04-30 21:39:41.814818+00",
          "model": "claude-cli",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 5,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Horizontal Logic",
          "slug": "horizontal-logic",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-9a85-7199-aaa6-4314cd50dcfa",
          "version": 1,
          "bodyDocId": null,
          "description": "Logical grouping at the same level - items must relate coherently",
          "familyLabel": null,
          "categoryName": "Loop",
          "categorySlug": "loop"
        },
        "agent": "Architect",
        "layer": "loop",
        "agents": [
          "Architect"
        ],
        "matchId": "019de055-5bb8-77de-9dfb-f852ba1bec3a",
        "evidence": "Sets up MECE peer breakdown of imperatives at same level",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 70,
        "extraction": {
          "at": "2026-04-30 21:39:41.814818+00",
          "model": "claude-cli",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 5,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "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": "019de055-5881-723d-8fd1-b21e14e15161",
        "evidence": "Pointillist classical bust = traditional+digital metaphor",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": null,
        "confidence": 80,
        "extraction": {
          "at": "2026-04-30 21:39:41.814818+00",
          "model": "claude-cli",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 1,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Opening Hooks",
          "slug": "opening-hooks",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-aeb0-77d5-bfbd-9cd9a6be8186",
          "version": 1,
          "bodyDocId": null,
          "description": "Techniques to capture attention: Startling statistic, provocative question, short story, analogy, contrast",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Storyteller",
        "layer": "slide",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019de055-58b5-7777-b7b6-e2d2efe98376",
        "evidence": "Visual hook + 'experimentation to impact' contrast title",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 70,
        "extraction": {
          "at": "2026-04-30 21:39:41.814818+00",
          "model": "claude-cli",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 1,
        "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": "212a3e75-57d0-48ec-8ce0-08bfa31240ed",
        "evidence": "Making Reinvention Real with Gen AI",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-07-16 21:56:23.037638+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": "Authority Bias",
          "slug": "authority-bias",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-c38d-70b9-a284-b2b479763356",
          "version": 1,
          "bodyDocId": null,
          "description": "Expert opinions are weighted more heavily - cite credible sources",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Storyteller",
        "layer": "slide",
        "agents": [
          "Architect",
          "Storyteller"
        ],
        "matchId": "019de055-591e-7649-b7e8-b669d4a7244b",
        "evidence": "Senior executives positioned as authors",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 75,
        "extraction": {
          "at": "2026-04-30 21:39:41.814818+00",
          "model": "claude-cli",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 2,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Credibility Transfer",
          "slug": "credibility-transfer",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-bd34-759a-8e3b-2f14b571a2a1",
          "version": 1,
          "bodyDocId": null,
          "description": "Borrowing authority from trusted sources or vivid details",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Storyteller",
        "layer": "slide",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019de055-58eb-73dd-a5a1-73043bbaa31a",
        "evidence": "Five named Accenture executive headshots with titles",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 80,
        "extraction": {
          "at": "2026-04-30 21:39:41.814818+00",
          "model": "claude-cli",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 2,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "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": "019de055-5950-77cf-9654-0420f394c820",
        "evidence": "Title states insight: 'From experimentation to impact'",
        "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": 90,
        "extraction": {
          "at": "2026-04-30 21:39:41.814818+00",
          "model": "claude-cli",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 3,
        "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": "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": "cdf2b956-9c31-46ef-8778-95810e96a253",
        "evidence": "Twelve months ago, in Reinvention in the Age of Generative AI, we forecasted that 2024 would mark a shift from “education and experimentation” to building the foundation for generative AI (gen AI) an",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-07-16 21:56:23.117184+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": "Pyramid Principle",
          "slug": "pyramid-principle",
          "status": "active",
          "bestFor": "When the document has a single governing decision or recommendation the reader is asked to accept, and the case can be decomposed into a small number of clean groups. Strategy decks, board memos, investment committee papers.",
          "canonId": "019dd956-7cbd-7219-a477-c871e2bc1aff",
          "version": 1,
          "bodyDocId": "88b6ac56-b880-46f9-8621-ef3491ab6235",
          "description": "Lead with the answer; group three to five MECE supports beneath it; recurse one level down. Top-down hierarchical structure for any document with a single recommendation.",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Architect",
        "layer": "slide",
        "agents": [
          "Architect"
        ],
        "matchId": "8cb218a0-9701-4fec-8053-32c7117c356b",
        "evidence": "1. Lead with value",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": "When the document has a single governing decision or recommendation the reader is asked to accept, and the case can be decomposed into a small number of clean groups. Strategy decks, board memos, investment committee papers.",
        "confidence": 0.7,
        "extraction": {
          "at": "2026-07-16 21:56:23.156839+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 3,
        "whyItWorks": "Solves the two failure modes of expert communication at once: (1) the long climb where readers wait pages for the answer, and (2) logical mush from non-MECE groupings. Progressive disclosure lets a reader stop at any depth and get the right information.",
        "antipattern": "Chronological structure (\"what we did, what we found, what we conclude\") instead of logical hierarchy. Top-of-pyramid that is a topic (\"strategic options\") instead of an answer (\"pursue Option B because...\"). Non-MECE supports that overlap or fail to cover the universe.",
        "cardinality": null,
        "narrativePurpose": "Transfer conviction with minimum reader effort by mirroring how decision-makers consume information: answer first, scaffolding behind."
      },
      {
        "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": "019de055-5af0-72d7-92d0-dbe47ca5d8d5",
        "evidence": "'Urgency to act' states the imperative",
        "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": 85,
        "extraction": {
          "at": "2026-04-30 21:39:41.814818+00",
          "model": "claude-cli",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 4,
        "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": "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": "5d93aefc-5ae5-4041-b9a4-3d788ea19fed",
        "evidence": "The urgency to act could not be clearer: Companies already delivering enterprise-level value are 4.5x more likely to have invested strategically in agentic architecture and are 6x more likely to sign",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.7,
        "extraction": {
          "at": "2026-07-16 21:56:23.119454+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 4,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Anchoring Bias",
          "slug": "anchoring-bias",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-9254-73de-8f1b-c7250f8f4c9c",
          "version": 1,
          "bodyDocId": null,
          "description": "First piece of information becomes reference point for all subsequent judgments",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Architect",
        "layer": "slide",
        "agents": [
          "Architect",
          "Storyteller"
        ],
        "matchId": "019de055-5b22-75ac-b778-918d02860a2e",
        "evidence": "Big-number 4.5x callout anchors investment claim",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 85,
        "extraction": {
          "at": "2026-04-30 21:39:41.814818+00",
          "model": "claude-cli",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 4,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Call to action",
          "slug": "call-to-action",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd9e1-4bbb-702a-9ead-82daf188bb7c",
          "version": 1,
          "bodyDocId": null,
          "description": "Explicit prescription of what the audience should do next.",
          "familyLabel": null,
          "categoryName": null,
          "categorySlug": null
        },
        "agent": null,
        "layer": "slide",
        "agents": null,
        "matchId": "20fe378e-06b2-4a07-8390-236248ce624e",
        "evidence": "The incentives to invest in scaling gen AI are clear. Leaders in IT, customer service and marketing, for example, are deploying cross-functional solutions that streamline operations and elevate custo",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.7,
        "extraction": {
          "at": "2026-07-16 21:56:23.153775+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 4,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": "common",
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Scarcity",
          "slug": "scarcity",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-9610-7038-a580-6ef34d95f742",
          "version": 1,
          "bodyDocId": null,
          "description": "Limited availability increases perceived value - time limits and exclusivity",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Storyteller",
        "layer": "slide",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019de055-5b54-72da-93c6-c61a2544aabc",
        "evidence": "Window-of-opportunity framing for agentic architecture",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 65,
        "extraction": {
          "at": "2026-04-30 21:39:41.814818+00",
          "model": "claude-cli",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 4,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "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": "019de055-5bea-70f6-b08f-d1818b4aff29",
        "evidence": "Title '1. Lead with value' is the prescriptive insight",
        "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": 90,
        "extraction": {
          "at": "2026-04-30 21:39:41.814818+00",
          "model": "claude-cli",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 6,
        "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": "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": "bad45d02-6c5a-463d-b463-5fb779622d45",
        "evidence": "1. Lead with value",
        "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": 0.8,
        "extraction": {
          "at": "2026-07-16 21:56:23.256534+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 6,
        "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": "Anchoring Bias",
          "slug": "anchoring-bias",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-9254-73de-8f1b-c7250f8f4c9c",
          "version": 1,
          "bodyDocId": null,
          "description": "First piece of information becomes reference point for all subsequent judgments",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Architect",
        "layer": "slide",
        "agents": [
          "Architect",
          "Storyteller"
        ],
        "matchId": "019de055-5c1d-72d9-a32f-b1d1b1244064",
        "evidence": "Big-number '6x more likely to deeply understand' callout",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 85,
        "extraction": {
          "at": "2026-04-30 21:39:41.814818+00",
          "model": "claude-cli",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 6,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Concrete Language",
          "slug": "concrete-language",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-bcd4-7398-9723-6aa72346170b",
          "version": 1,
          "bodyDocId": null,
          "description": "Using specific sensory details instead of abstract terms",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Storyteller",
        "layer": "slide",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019de055-5c9a-7128-9d12-91eb1350d42e",
        "evidence": "Specific actions: hack workflows, redesign processes",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 70,
        "extraction": {
          "at": "2026-04-30 21:39:41.814818+00",
          "model": "claude-cli",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 6,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Pyramid Principle",
          "slug": "pyramid-principle",
          "status": "active",
          "bestFor": "When the document has a single governing decision or recommendation the reader is asked to accept, and the case can be decomposed into a small number of clean groups. Strategy decks, board memos, investment committee papers.",
          "canonId": "019dd956-7cbd-7219-a477-c871e2bc1aff",
          "version": 1,
          "bodyDocId": "88b6ac56-b880-46f9-8621-ef3491ab6235",
          "description": "Lead with the answer; group three to five MECE supports beneath it; recurse one level down. Top-down hierarchical structure for any document with a single recommendation.",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Architect",
        "layer": "slide",
        "agents": [
          "Architect"
        ],
        "matchId": "ed365c9b-763c-4793-bf1a-5abaf7d955dd",
        "evidence": "Leading with value means prioritizing bold, high-impact initiatives that tackle core business challenges by reinventing processes end-to-end.",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": "When the document has a single governing decision or recommendation the reader is asked to accept, and the case can be decomposed into a small number of clean groups. Strategy decks, board memos, investment committee papers.",
        "confidence": 0.6,
        "extraction": {
          "at": "2026-07-16 21:56:23.292771+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 6,
        "whyItWorks": "Solves the two failure modes of expert communication at once: (1) the long climb where readers wait pages for the answer, and (2) logical mush from non-MECE groupings. Progressive disclosure lets a reader stop at any depth and get the right information.",
        "antipattern": "Chronological structure (\"what we did, what we found, what we conclude\") instead of logical hierarchy. Top-of-pyramid that is a topic (\"strategic options\") instead of an answer (\"pursue Option B because...\"). Non-MECE supports that overlap or fail to cover the universe.",
        "cardinality": null,
        "narrativePurpose": "Transfer conviction with minimum reader effort by mirroring how decision-makers consume information: answer first, scaffolding behind."
      },
      {
        "tool": {
          "name": "Social Proof",
          "slug": "social-proof",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-990d-7620-82b3-6dd286f34568",
          "version": 1,
          "bodyDocId": null,
          "description": "People adapt behavior based on what others do - show adoption and testimonials",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Storyteller",
        "layer": "slide",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019de055-5ccd-74af-b28f-d2eb51b29152",
        "evidence": "Stat about 'organizations achieving enterprise-level value'",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 70,
        "extraction": {
          "at": "2026-04-30 21:39:41.814818+00",
          "model": "claude-cli",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 6,
        "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": "1d3bb4bb-4d22-425d-bcf8-01b672aabf0a",
        "evidence": "Their journey is only beginning, but includes to-date: Process Reinvention: They have assembled a cross-functional team to start to explore how AI could enable parallel processes, process acceleratio",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.5,
        "extraction": {
          "at": "2026-07-16 21:56:23.361565+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 7,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Concrete Language",
          "slug": "concrete-language",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-bcd4-7398-9723-6aa72346170b",
          "version": 1,
          "bodyDocId": null,
          "description": "Using specific sensory details instead of abstract terms",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Storyteller",
        "layer": "slide",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019de055-5d9b-71ab-8b97-f2eb3e6895d3",
        "evidence": "Specific 'AI agents', 'Lead-to-Cash' details",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 70,
        "extraction": {
          "at": "2026-04-30 21:39:41.814818+00",
          "model": "claude-cli",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 7,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Social Proof",
          "slug": "social-proof",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-990d-7620-82b3-6dd286f34568",
          "version": 1,
          "bodyDocId": null,
          "description": "People adapt behavior based on what others do - show adoption and testimonials",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Storyteller",
        "layer": "slide",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019de055-5d68-76aa-b5b4-20331899e79e",
        "evidence": "Named real-client (Ecolab) reinventing Lead-to-Cash",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 80,
        "extraction": {
          "at": "2026-04-30 21:39:41.814818+00",
          "model": "claude-cli",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 7,
        "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": "b7495c9a-0792-4524-87f6-a9666caa0472",
        "evidence": "Utility agents: Perform routine, high-frequency tasks that enhance operational efficiency. Super agents: Combine multiple functions, synthesizing data to drive strategic workflows. Orchestrator agents: Overs",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.5,
        "extraction": {
          "at": "2026-07-16 21:56:23.427967+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": "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": "019de055-5dcd-707c-9b39-81dbdb59fd99",
        "evidence": "'2. Reinvent talent and ways of working' states action",
        "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": 90,
        "extraction": {
          "at": "2026-04-30 21:39:41.814818+00",
          "model": "claude-cli",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 8,
        "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": "Anchoring Bias",
          "slug": "anchoring-bias",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-9254-73de-8f1b-c7250f8f4c9c",
          "version": 1,
          "bodyDocId": null,
          "description": "First piece of information becomes reference point for all subsequent judgments",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Architect",
        "layer": "slide",
        "agents": [
          "Architect",
          "Storyteller"
        ],
        "matchId": "019de055-5dff-756b-88a0-dc1e994f6975",
        "evidence": "Big-number '3X more spent on tech than people'",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 80,
        "extraction": {
          "at": "2026-04-30 21:39:41.814818+00",
          "model": "claude-cli",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 8,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Contrast Principle",
          "slug": "contrast-principle",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-bf0f-73ae-b9df-e60508cdaa65",
          "version": 1,
          "bodyDocId": null,
          "description": "Higher visual weight draws attention - use contrast strategically for emphasis",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Designer",
        "layer": "slide",
        "agents": [
          "Designer"
        ],
        "matchId": "019de055-5e32-734b-91e1-a78dbee7ec4d",
        "evidence": "Tech investment vs people investment juxtaposed",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 80,
        "extraction": {
          "at": "2026-04-30 21:39:41.814818+00",
          "model": "claude-cli",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 8,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Concrete Language",
          "slug": "concrete-language",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-bcd4-7398-9723-6aa72346170b",
          "version": 1,
          "bodyDocId": null,
          "description": "Using specific sensory details instead of abstract terms",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Storyteller",
        "layer": "slide",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019de055-5f0b-7168-8043-4f76eb5537ce",
        "evidence": "Specific metrics: 60% comms, 25-55% speed-to-market",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 80,
        "extraction": {
          "at": "2026-04-30 21:39:41.814818+00",
          "model": "claude-cli",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 9,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "IKEA Effect",
          "slug": "ikea-effect",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-c49f-706b-bdc5-e54c66fd2e81",
          "version": 1,
          "bodyDocId": null,
          "description": "People value things more when they participated in creating them - co-creation moments",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Storyteller",
        "layer": "slide",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019de055-5f3b-762c-895b-61f59e77c6e5",
        "evidence": "Accenture eats own dog food = invested credibility",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 60,
        "extraction": {
          "at": "2026-04-30 21:39:41.814818+00",
          "model": "claude-cli",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 9,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Social Proof",
          "slug": "social-proof",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-990d-7620-82b3-6dd286f34568",
          "version": 1,
          "bodyDocId": null,
          "description": "People adapt behavior based on what others do - show adoption and testimonials",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Storyteller",
        "layer": "slide",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019de055-5ed9-703c-8ae6-4932b8d9115d",
        "evidence": "Internal Accenture transformation as evidence",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 80,
        "extraction": {
          "at": "2026-04-30 21:39:41.814818+00",
          "model": "claude-cli",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 9,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Storytelling Effect",
          "slug": "storytelling-effect",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-981b-74f9-9096-5c8df03dab5a",
          "version": 1,
          "bodyDocId": null,
          "description": "Stories are remembered up to 22x better than facts alone",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Storyteller",
        "layer": "slide",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019de055-5ea7-70ee-86a8-22e58827363d",
        "evidence": "Accenture M+C narrative: Challenge → Solution → Results",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 85,
        "extraction": {
          "at": "2026-04-30 21:39:41.814818+00",
          "model": "claude-cli",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 9,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "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": "019de055-5f6d-77f5-a3cc-f650596be2bf",
        "evidence": "'3. Build an AI-enabled, secure digital core' is action",
        "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": 90,
        "extraction": {
          "at": "2026-04-30 21:39:41.814818+00",
          "model": "claude-cli",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 10,
        "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": "Anchoring Bias",
          "slug": "anchoring-bias",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-9254-73de-8f1b-c7250f8f4c9c",
          "version": 1,
          "bodyDocId": null,
          "description": "First piece of information becomes reference point for all subsequent judgments",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Architect",
        "layer": "slide",
        "agents": [
          "Architect",
          "Storyteller"
        ],
        "matchId": "019de055-5f9f-77bd-bc70-e48a3b1cc361",
        "evidence": "Big-number '2.9x more likely to have data strategy'",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 80,
        "extraction": {
          "at": "2026-04-30 21:39:41.814818+00",
          "model": "claude-cli",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 10,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "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": "389556f6-24fa-4b1c-a00f-b9d2e593deb3",
        "evidence": "A strong digital core is essential for gen AI deployment, but achieving differentiated value requires organizations to design advanced, adaptable digital ecosystems.",
        "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": 0.6,
        "extraction": {
          "at": "2026-07-16 21:56:23.532055+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 10,
        "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": "Social Proof",
          "slug": "social-proof",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-990d-7620-82b3-6dd286f34568",
          "version": 1,
          "bodyDocId": null,
          "description": "People adapt behavior based on what others do - show adoption and testimonials",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Storyteller",
        "layer": "slide",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019de055-5fd0-72e3-84b0-f4832abff71b",
        "evidence": "Stat about value-creating organizations",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 70,
        "extraction": {
          "at": "2026-04-30 21:39:41.814818+00",
          "model": "claude-cli",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 10,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Concrete Language",
          "slug": "concrete-language",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-bcd4-7398-9723-6aa72346170b",
          "version": 1,
          "bodyDocId": null,
          "description": "Using specific sensory details instead of abstract terms",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Storyteller",
        "layer": "slide",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019de055-60b3-761f-970d-cf8d8a7a3c29",
        "evidence": "Specific ~90% analysis-time reduction",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 80,
        "extraction": {
          "at": "2026-04-30 21:39:41.814818+00",
          "model": "claude-cli",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 11,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Social Proof",
          "slug": "social-proof",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-990d-7620-82b3-6dd286f34568",
          "version": 1,
          "bodyDocId": null,
          "description": "People adapt behavior based on what others do - show adoption and testimonials",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Storyteller",
        "layer": "slide",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019de055-6034-727a-ac25-e85845a05dd6",
        "evidence": "Named utility client transforming with digital core",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 80,
        "extraction": {
          "at": "2026-04-30 21:39:41.814818+00",
          "model": "claude-cli",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 11,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Storytelling Effect",
          "slug": "storytelling-effect",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-981b-74f9-9096-5c8df03dab5a",
          "version": 1,
          "bodyDocId": null,
          "description": "Stories are remembered up to 22x better than facts alone",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Storyteller",
        "layer": "slide",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019de055-6003-714a-bce4-a0dd07910382",
        "evidence": "Sempra Challenge-Solution-Results case narrative",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 85,
        "extraction": {
          "at": "2026-04-30 21:39:41.814818+00",
          "model": "claude-cli",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 11,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "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": "019de055-60e5-71ec-ac12-8405a873d9a5",
        "evidence": "'4. Close the gap on responsible AI' is the action",
        "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": 90,
        "extraction": {
          "at": "2026-04-30 21:39:41.814818+00",
          "model": "claude-cli",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 12,
        "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": "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": "ed8a6d77-cd33-44c4-b02b-19e0aeb0a67c",
        "evidence": "Responsible AI is often viewed as a compliance requirement or a regulatory obligation. But its benefits go far beyond risk mitigation, accelerating decision-making and value creation. Organizations t",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.7,
        "extraction": {
          "at": "2026-07-16 21:56:23.635081+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 12,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Anchoring Bias",
          "slug": "anchoring-bias",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-9254-73de-8f1b-c7250f8f4c9c",
          "version": 1,
          "bodyDocId": null,
          "description": "First piece of information becomes reference point for all subsequent judgments",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Architect",
        "layer": "slide",
        "agents": [
          "Architect",
          "Storyteller"
        ],
        "matchId": "019de055-6117-71c7-96ff-1cf38f11261c",
        "evidence": "Big-number '2.7x' governance principle stat",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 80,
        "extraction": {
          "at": "2026-04-30 21:39:41.814818+00",
          "model": "claude-cli",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 12,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Framing Effect",
          "slug": "framing-effect",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-97be-77c8-8c04-5de78eaad0a1",
          "version": 1,
          "bodyDocId": null,
          "description": "How information is presented dramatically affects perception and decisions",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Architect",
        "layer": "slide",
        "agents": [
          "Architect",
          "Storyteller"
        ],
        "matchId": "019de055-614b-7789-aa18-b7b0148d6b14",
        "evidence": "Reframes responsible AI from compliance burden to value driver",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 70,
        "extraction": {
          "at": "2026-04-30 21:39:41.814818+00",
          "model": "claude-cli",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 12,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Concrete Language",
          "slug": "concrete-language",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-bcd4-7398-9723-6aa72346170b",
          "version": 1,
          "bodyDocId": null,
          "description": "Using specific sensory details instead of abstract terms",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Storyteller",
        "layer": "slide",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019de055-61e9-77ec-992d-62a6ef5bd713",
        "evidence": "Specific governance, ethics, workforce details",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 65,
        "extraction": {
          "at": "2026-04-30 21:39:41.814818+00",
          "model": "claude-cli",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 13,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Social Proof",
          "slug": "social-proof",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-990d-7620-82b3-6dd286f34568",
          "version": 1,
          "bodyDocId": null,
          "description": "People adapt behavior based on what others do - show adoption and testimonials",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Storyteller",
        "layer": "slide",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019de055-61b4-719c-8a02-8adf4a8d2f39",
        "evidence": "Leading-bank case used as exemplar",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 75,
        "extraction": {
          "at": "2026-04-30 21:39:41.814818+00",
          "model": "claude-cli",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 13,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Storytelling Effect",
          "slug": "storytelling-effect",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-981b-74f9-9096-5c8df03dab5a",
          "version": 1,
          "bodyDocId": null,
          "description": "Stories are remembered up to 22x better than facts alone",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Storyteller",
        "layer": "slide",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019de055-6180-738a-9e81-aa71daed048c",
        "evidence": "Bank Challenge-Solution-Results narrative",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 80,
        "extraction": {
          "at": "2026-04-30 21:39:41.814818+00",
          "model": "claude-cli",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 13,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "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": "019de055-621b-7585-a215-a75ac79fa56e",
        "evidence": "'5. Drive continuous reinvention' as action",
        "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": 90,
        "extraction": {
          "at": "2026-04-30 21:39:41.814818+00",
          "model": "claude-cli",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 14,
        "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": "Anchoring Bias",
          "slug": "anchoring-bias",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-9254-73de-8f1b-c7250f8f4c9c",
          "version": 1,
          "bodyDocId": null,
          "description": "First piece of information becomes reference point for all subsequent judgments",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Architect",
        "layer": "slide",
        "agents": [
          "Architect",
          "Storyteller"
        ],
        "matchId": "019de055-624d-7418-bf09-47150087bf4c",
        "evidence": "Big-number '2.1x more likely to succeed' stat",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 80,
        "extraction": {
          "at": "2026-04-30 21:39:41.814818+00",
          "model": "claude-cli",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 14,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Call to action",
          "slug": "call-to-action",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd9e1-4bbb-702a-9ead-82daf188bb7c",
          "version": 1,
          "bodyDocId": null,
          "description": "Explicit prescription of what the audience should do next.",
          "familyLabel": null,
          "categoryName": null,
          "categorySlug": null
        },
        "agent": null,
        "layer": "slide",
        "agents": null,
        "matchId": "9996ac0f-4551-4949-88fa-b13879aa5236",
        "evidence": "Companies with advanced change capabilities are 2.1x more likely to achieve successful transformations.",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.7,
        "extraction": {
          "at": "2026-07-16 21:56:23.740066+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": "Concrete Language",
          "slug": "concrete-language",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-bcd4-7398-9723-6aa72346170b",
          "version": 1,
          "bodyDocId": null,
          "description": "Using specific sensory details instead of abstract terms",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Storyteller",
        "layer": "slide",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019de055-6328-77f9-82d6-f7786c4fc33a",
        "evidence": "Customer-satisfaction metric and adaptive details",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 75,
        "extraction": {
          "at": "2026-04-30 21:39:41.814818+00",
          "model": "claude-cli",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 15,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Social Proof",
          "slug": "social-proof",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-990d-7620-82b3-6dd286f34568",
          "version": 1,
          "bodyDocId": null,
          "description": "People adapt behavior based on what others do - show adoption and testimonials",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Storyteller",
        "layer": "slide",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019de055-62f7-7694-93ca-980bf3bb992b",
        "evidence": "Major retailer outcome as proof of imperative 5",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 80,
        "extraction": {
          "at": "2026-04-30 21:39:41.814818+00",
          "model": "claude-cli",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 15,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Storytelling Effect",
          "slug": "storytelling-effect",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-981b-74f9-9096-5c8df03dab5a",
          "version": 1,
          "bodyDocId": null,
          "description": "Stories are remembered up to 22x better than facts alone",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Storyteller",
        "layer": "slide",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019de055-62bf-77bb-8c79-1d09505e0597",
        "evidence": "Electronics retailer Context-Challenge-Solution-Results",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 85,
        "extraction": {
          "at": "2026-04-30 21:39:41.814818+00",
          "model": "claude-cli",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 15,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "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": "019de055-6359-76db-ba55-9aa47950809d",
        "evidence": "'Getting started on the path to enterprise-level impact'",
        "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": 90,
        "extraction": {
          "at": "2026-04-30 21:39:41.814818+00",
          "model": "claude-cli",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 16,
        "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": "Closing Techniques",
          "slug": "closing-techniques",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-af13-774b-a4fd-7db0a3a88d51",
          "version": 1,
          "bodyDocId": null,
          "description": "Strong endings: Callback, challenge, vision, clear CTA, memorable line",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Storyteller",
        "layer": "slide",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019de055-638a-7333-ac20-d6f4090d705d",
        "evidence": "Final CTA callout 'organizations can begin to shift...'",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 85,
        "extraction": {
          "at": "2026-04-30 21:39:41.814818+00",
          "model": "claude-cli",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 16,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Commitment & Consistency",
          "slug": "commitment-consistency",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-a612-709a-a439-960c9cb610b3",
          "version": 1,
          "bodyDocId": null,
          "description": "People want to be consistent with previous commitments - build on early agreements",
          "familyLabel": null,
          "categoryName": "Loop",
          "categorySlug": "loop"
        },
        "agent": "Storyteller",
        "layer": "slide",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019de055-63ed-7088-a063-a58df5f472f7",
        "evidence": "Asks reader to take concrete next steps after agreement",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 65,
        "extraction": {
          "at": "2026-04-30 21:39:41.814818+00",
          "model": "claude-cli",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 16,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Three-Act Structure",
          "slug": "three-act-structure",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-8812-7796-9105-e7bc0e405681",
          "version": 1,
          "bodyDocId": null,
          "description": "Setup, Confrontation, Resolution - classic dramatic structure",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Storyteller",
        "layer": "slide",
        "agents": [
          "Storyteller"
        ],
        "matchId": "98460bc1-2738-4a80-93d1-24a3f5fbec20",
        "evidence": "The components of this slide, such as 'Getting started on the path to enterprise-level impact' and a list of steps to take, instantiate a three-act structure.",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.7,
        "extraction": {
          "at": "2026-07-16 21:56:26.263069+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 16,
        "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": "a3f1f01b-f2f6-440e-8566-fac3cd1184a1",
        "evidence": "The presence of a methodology description and research details suggests an effort to define the audience for the research.",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": null,
        "confidence": 0.6,
        "extraction": {
          "at": "2026-07-16 21:56:26.341907+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 17,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Authority Bias",
          "slug": "authority-bias",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-c38d-70b9-a284-b2b479763356",
          "version": 1,
          "bodyDocId": null,
          "description": "Expert opinions are weighted more heavily - cite credible sources",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Storyteller",
        "layer": "slide",
        "agents": [
          "Architect",
          "Storyteller"
        ],
        "matchId": "019de055-6452-76d3-8d2b-056e6735906a",
        "evidence": "Statistical-rigor signals & contributor acknowledgments",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 75,
        "extraction": {
          "at": "2026-04-30 21:39:41.814818+00",
          "model": "claude-cli",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 17,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Credibility Transfer",
          "slug": "credibility-transfer",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-bd34-759a-8e3b-2f14b571a2a1",
          "version": 1,
          "bodyDocId": null,
          "description": "Borrowing authority from trusted sources or vivid details",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Storyteller",
        "layer": "slide",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019de055-6420-70b9-9967-2489986a14db",
        "evidence": "Sample size 3,450 + methodology disclosed",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 85,
        "extraction": {
          "at": "2026-04-30 21:39:41.814818+00",
          "model": "claude-cli",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 17,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Credibility Transfer",
          "slug": "credibility-transfer",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-bd34-759a-8e3b-2f14b571a2a1",
          "version": 1,
          "bodyDocId": null,
          "description": "Borrowing authority from trusted sources or vivid details",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Storyteller",
        "layer": "slide",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019de055-64c9-7378-b684-d55b0841a46b",
        "evidence": "Numbered references list provides source attribution",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 75,
        "extraction": {
          "at": "2026-04-30 21:39:41.814818+00",
          "model": "claude-cli",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 18,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      }
    ],
    "frameworks": [
      {
        "matchId": "019de055-64fb-74d2-8683-8033fc2090ad",
        "evidence": "Right column lists numbered five imperatives with definitions",
        "framework": null,
        "confidence": 85,
        "extraction": {
          "at": "2026-04-30 21:39:41.814818+00",
          "model": "claude-cli",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 3,
        "frameworkName": "Five Imperatives for Gen AI Reinvention"
      },
      {
        "matchId": "019de055-6531-74f5-b471-35a8d2f0a5b7",
        "evidence": "Section divider names the five-imperatives framework",
        "framework": null,
        "confidence": 80,
        "extraction": {
          "at": "2026-04-30 21:39:41.814818+00",
          "model": "claude-cli",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 5,
        "frameworkName": "Five Imperatives for Gen AI Reinvention"
      },
      {
        "matchId": "019de055-6562-766e-bb5c-0b1e9ea08d90",
        "evidence": "Description references three-level agent framework for Gen AI",
        "framework": null,
        "confidence": 65,
        "extraction": {
          "at": "2026-04-30 21:39:41.814818+00",
          "model": "claude-cli",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 8,
        "frameworkName": "Three-Level Agent Framework"
      },
      {
        "matchId": "9c5da913-fd31-44e1-af7e-0e8288e3ae3e",
        "evidence": "The slide structure contrasts the 'Challenge' (before) with the 'Solution' and 'Results' (after).",
        "framework": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-05-02 17:43:51.022+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 9,
        "frameworkName": "before-after-bridge"
      }
    ],
    "patterns": []
  },
  "storymakers": {
    "model": "claude-cli",
    "backend": "claude",
    "rawJson": {
      "arc": {
        "id": 1,
        "slug": "consultants-gambit",
        "beats": [
          {
            "name": "Situation & Context",
            "end_page": 2,
            "evidence": "Cover + authors set GenAI reinvention frame",
            "position": 1,
            "start_page": 1
          },
          {
            "name": "Problem & Complication",
            "end_page": 4,
            "evidence": "Only 13% create value; 4.5x urgency to act",
            "position": 2,
            "start_page": 3
          },
          {
            "name": "Solution & Approach",
            "end_page": 14,
            "evidence": "Divider then 5 imperatives with embedded proofs",
            "position": 3,
            "start_page": 5
          },
          {
            "name": "Evidence & Proof",
            "end_page": 15,
            "evidence": "Final electronics retailer case study as climactic proof",
            "position": 4,
            "start_page": 15
          },
          {
            "name": "Impact & Next Steps",
            "end_page": 16,
            "evidence": "Conclusion with four short-term actions to start",
            "position": 5,
            "start_page": 16
          }
        ],
        "evidence": "Classic situation→problem(13%)→5 imperatives→case proofs→CTA structure across pp.1–16",
        "confidence": 88
      },
      "loops": [
        {
          "id": 27,
          "slug": "27-cost-of-inaction",
          "end_page": 4,
          "evidence": "p.3 '13% creating value' + p.4 '4.5x more likely' urgency callout",
          "position": 1,
          "objective": "Frame the gap and create urgency to act",
          "confidence": 78,
          "start_page": 3
        },
        {
          "id": 40,
          "slug": "40-mece-breakdown",
          "end_page": 15,
          "evidence": "Section divider names 'five imperatives'; pp.6–15 deliver each one with paired case study",
          "position": 2,
          "objective": "Walk the five MECE imperatives, each proven by a case",
          "confidence": 85,
          "start_page": 5
        }
      ],
      "slide_tools": [
        {
          "tools": [
            {
              "id": 121,
              "slug": "metaphor-analogy",
              "layer": "Slide",
              "evidence": "Pointillist classical bust = traditional+digital metaphor",
              "confidence": 80
            },
            {
              "id": 123,
              "slug": "opening-hooks",
              "layer": "Slide",
              "evidence": "Visual hook + 'experimentation to impact' contrast title",
              "confidence": 70
            }
          ],
          "page_number": 1
        },
        {
          "tools": [
            {
              "id": 155,
              "slug": "credibility-transfer",
              "layer": "Slide",
              "evidence": "Five named Accenture executive headshots with titles",
              "confidence": 80
            },
            {
              "id": 169,
              "slug": "authority-bias",
              "layer": "Slide",
              "evidence": "Senior executives positioned as authors",
              "confidence": 75
            }
          ],
          "page_number": 2
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title states insight: 'From experimentation to impact'",
              "confidence": 90
            },
            {
              "id": 1,
              "slug": "scqa-framework",
              "layer": "Block",
              "evidence": "Situation (gen AI year on), complication (13%), question (how), answer (5 imperatives)",
              "confidence": 80
            },
            {
              "id": 3,
              "slug": "pyramid-principle",
              "layer": "Block",
              "evidence": "Answer (5 imperatives) presented up-front in right column",
              "confidence": 80
            },
            {
              "id": 2,
              "slug": "mece-principle",
              "layer": "Block",
              "evidence": "Five imperatives positioned as comprehensive coverage",
              "confidence": 70
            },
            {
              "id": 78,
              "slug": "contrast-pairs",
              "layer": "Loop",
              "evidence": "'Experimentation' vs 'impact' framing on first loop slide",
              "confidence": 75
            },
            {
              "id": 56,
              "slug": "anchoring-bias",
              "layer": "Block",
              "evidence": "Big '13%' anchors the entire problem framing",
              "confidence": 85
            },
            {
              "id": 68,
              "slug": "loss-aversion",
              "layer": "Block",
              "evidence": "Frames the 87% failing-to-create-value as loss",
              "confidence": 75
            }
          ],
          "page_number": 3
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "'Urgency to act' states the imperative",
              "confidence": 85
            },
            {
              "id": 56,
              "slug": "anchoring-bias",
              "layer": "Slide",
              "evidence": "Big-number 4.5x callout anchors investment claim",
              "confidence": 85
            },
            {
              "id": 65,
              "slug": "scarcity",
              "layer": "Slide",
              "evidence": "Window-of-opportunity framing for agentic architecture",
              "confidence": 65
            }
          ],
          "page_number": 4
        },
        {
          "tools": [
            {
              "id": 98,
              "slug": "callback",
              "layer": "Loop",
              "evidence": "Divider 'Looking back...the five imperatives' callbacks prior framing",
              "confidence": 70
            },
            {
              "id": 76,
              "slug": "horizontal-logic",
              "layer": "Loop",
              "evidence": "Sets up MECE peer breakdown of imperatives at same level",
              "confidence": 70
            }
          ],
          "page_number": 5
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title '1. Lead with value' is the prescriptive insight",
              "confidence": 90
            },
            {
              "id": 56,
              "slug": "anchoring-bias",
              "layer": "Slide",
              "evidence": "Big-number '6x more likely to deeply understand' callout",
              "confidence": 85
            },
            {
              "id": 154,
              "slug": "concrete-language",
              "layer": "Slide",
              "evidence": "Specific actions: hack workflows, redesign processes",
              "confidence": 70
            },
            {
              "id": 72,
              "slug": "social-proof",
              "layer": "Slide",
              "evidence": "Stat about 'organizations achieving enterprise-level value'",
              "confidence": 70
            }
          ],
          "page_number": 6
        },
        {
          "tools": [
            {
              "id": 70,
              "slug": "storytelling-effect",
              "layer": "Block",
              "evidence": "Ecolab narrative case as proof of imperative 1",
              "confidence": 80
            },
            {
              "id": 26,
              "slug": "before-after-bridge",
              "layer": "Block",
              "evidence": "Background → AI approach → growth bridge in three columns",
              "confidence": 78
            },
            {
              "id": 72,
              "slug": "social-proof",
              "layer": "Slide",
              "evidence": "Named real-client (Ecolab) reinventing Lead-to-Cash",
              "confidence": 80
            },
            {
              "id": 154,
              "slug": "concrete-language",
              "layer": "Slide",
              "evidence": "Specific 'AI agents', 'Lead-to-Cash' details",
              "confidence": 70
            }
          ],
          "page_number": 7
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "'2. Reinvent talent and ways of working' states action",
              "confidence": 90
            },
            {
              "id": 56,
              "slug": "anchoring-bias",
              "layer": "Slide",
              "evidence": "Big-number '3X more spent on tech than people'",
              "confidence": 80
            },
            {
              "id": 159,
              "slug": "contrast-principle",
              "layer": "Slide",
              "evidence": "Tech investment vs people investment juxtaposed",
              "confidence": 80
            }
          ],
          "page_number": 8
        },
        {
          "tools": [
            {
              "id": 70,
              "slug": "storytelling-effect",
              "layer": "Slide",
              "evidence": "Accenture M+C narrative: Challenge → Solution → Results",
              "confidence": 85
            },
            {
              "id": 72,
              "slug": "social-proof",
              "layer": "Slide",
              "evidence": "Internal Accenture transformation as evidence",
              "confidence": 80
            },
            {
              "id": 154,
              "slug": "concrete-language",
              "layer": "Slide",
              "evidence": "Specific metrics: 60% comms, 25-55% speed-to-market",
              "confidence": 80
            },
            {
              "id": 171,
              "slug": "ikea-effect",
              "layer": "Slide",
              "evidence": "Accenture eats own dog food = invested credibility",
              "confidence": 60
            }
          ],
          "page_number": 9
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "'3. Build an AI-enabled, secure digital core' is action",
              "confidence": 90
            },
            {
              "id": 56,
              "slug": "anchoring-bias",
              "layer": "Slide",
              "evidence": "Big-number '2.9x more likely to have data strategy'",
              "confidence": 80
            },
            {
              "id": 72,
              "slug": "social-proof",
              "layer": "Slide",
              "evidence": "Stat about value-creating organizations",
              "confidence": 70
            }
          ],
          "page_number": 10
        },
        {
          "tools": [
            {
              "id": 70,
              "slug": "storytelling-effect",
              "layer": "Slide",
              "evidence": "Sempra Challenge-Solution-Results case narrative",
              "confidence": 85
            },
            {
              "id": 72,
              "slug": "social-proof",
              "layer": "Slide",
              "evidence": "Named utility client transforming with digital core",
              "confidence": 80
            },
            {
              "id": 154,
              "slug": "concrete-language",
              "layer": "Slide",
              "evidence": "Specific ~90% analysis-time reduction",
              "confidence": 80
            }
          ],
          "page_number": 11
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "'4. Close the gap on responsible AI' is the action",
              "confidence": 90
            },
            {
              "id": 56,
              "slug": "anchoring-bias",
              "layer": "Slide",
              "evidence": "Big-number '2.7x' governance principle stat",
              "confidence": 80
            },
            {
              "id": 69,
              "slug": "framing-effect",
              "layer": "Slide",
              "evidence": "Reframes responsible AI from compliance burden to value driver",
              "confidence": 70
            }
          ],
          "page_number": 12
        },
        {
          "tools": [
            {
              "id": 70,
              "slug": "storytelling-effect",
              "layer": "Slide",
              "evidence": "Bank Challenge-Solution-Results narrative",
              "confidence": 80
            },
            {
              "id": 72,
              "slug": "social-proof",
              "layer": "Slide",
              "evidence": "Leading-bank case used as exemplar",
              "confidence": 75
            },
            {
              "id": 154,
              "slug": "concrete-language",
              "layer": "Slide",
              "evidence": "Specific governance, ethics, workforce details",
              "confidence": 65
            }
          ],
          "page_number": 13
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "'5. Drive continuous reinvention' as action",
              "confidence": 90
            },
            {
              "id": 56,
              "slug": "anchoring-bias",
              "layer": "Slide",
              "evidence": "Big-number '2.1x more likely to succeed' stat",
              "confidence": 80
            }
          ],
          "page_number": 14
        },
        {
          "tools": [
            {
              "id": 70,
              "slug": "storytelling-effect",
              "layer": "Slide",
              "evidence": "Electronics retailer Context-Challenge-Solution-Results",
              "confidence": 85
            },
            {
              "id": 72,
              "slug": "social-proof",
              "layer": "Slide",
              "evidence": "Major retailer outcome as proof of imperative 5",
              "confidence": 80
            },
            {
              "id": 154,
              "slug": "concrete-language",
              "layer": "Slide",
              "evidence": "Customer-satisfaction metric and adaptive details",
              "confidence": 75
            }
          ],
          "page_number": 15
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "'Getting started on the path to enterprise-level impact'",
              "confidence": 90
            },
            {
              "id": 124,
              "slug": "closing-techniques",
              "layer": "Slide",
              "evidence": "Final CTA callout 'organizations can begin to shift...'",
              "confidence": 85
            },
            {
              "id": 34,
              "slug": "the-rule-of-three",
              "layer": "Block",
              "evidence": "Four short-term actions presented in parallel structure",
              "confidence": 60
            },
            {
              "id": 104,
              "slug": "commitment-consistency",
              "layer": "Slide",
              "evidence": "Asks reader to take concrete next steps after agreement",
              "confidence": 65
            }
          ],
          "page_number": 16
        },
        {
          "tools": [
            {
              "id": 155,
              "slug": "credibility-transfer",
              "layer": "Slide",
              "evidence": "Sample size 3,450 + methodology disclosed",
              "confidence": 85
            },
            {
              "id": 169,
              "slug": "authority-bias",
              "layer": "Slide",
              "evidence": "Statistical-rigor signals & contributor acknowledgments",
              "confidence": 75
            }
          ],
          "page_number": 17
        },
        {
          "tools": [
            {
              "id": 155,
              "slug": "credibility-transfer",
              "layer": "Slide",
              "evidence": "Numbered references list provides source attribution",
              "confidence": 75
            }
          ],
          "page_number": 18
        }
      ],
      "slides_seen": 19,
      "deck_summary": "Strong Storymakers alignment on the macro arc (Consultant's Gambit) with disciplined action-titles, anchored stats, and Challenge-Solution-Results case narratives, but the deck interleaves solution and proof rather than separating them, and most slides are text-dense rather than visually distilled.",
      "secondary_arcs": [
        {
          "id": 9,
          "slug": "transformation-tale",
          "beats": [
            {
              "name": "Current Reality (Pain)",
              "end_page": 4,
              "evidence": "13% gap, urgency framing",
              "position": 1,
              "start_page": 3
            },
            {
              "name": "Future Vision (Gain)",
              "end_page": 16,
              "evidence": "Enterprise-level impact stated as destination",
              "position": 2,
              "start_page": 16
            },
            {
              "name": "The Bridge",
              "end_page": 15,
              "evidence": "5 imperatives + case studies form the bridge",
              "position": 3,
              "start_page": 5
            }
          ],
          "evidence": "Current pain (13%) → future vision (enterprise-level value) → bridge (5 imperatives)",
          "confidence": 55
        }
      ],
      "images_inspected": 3,
      "slide_frameworks": [
        {
          "frameworks": [
            {
              "name": "Five Imperatives for Gen AI Reinvention",
              "slug": "five-imperatives",
              "evidence": "Right column lists numbered five imperatives with definitions",
              "confidence": 85
            }
          ],
          "page_number": 3
        },
        {
          "frameworks": [
            {
              "name": "Five Imperatives for Gen AI Reinvention",
              "slug": "five-imperatives",
              "evidence": "Section divider names the five-imperatives framework",
              "confidence": 80
            }
          ],
          "page_number": 5
        },
        {
          "frameworks": [
            {
              "name": "Three-Level Agent Framework",
              "slug": "three-level-agent-framework",
              "evidence": "Description references three-level agent framework for Gen AI",
              "confidence": 65
            }
          ],
          "page_number": 8
        }
      ]
    },
    "matchedAt": "2026-04-30 21:39:42.057+00",
    "slidesSeen": 19,
    "deckSummary": "Strong Storymakers alignment on the macro arc (Consultant's Gambit) with disciplined action-titles, anchored stats, and Challenge-Solution-Results case narratives, but the deck interleaves solution and proof rather than separating them, and most slides are text-dense rather than visually distilled.",
    "imagesInspected": 3,
    "extractionSeconds": 320.395
  },
  "score": {
    "backend": "codex",
    "scoredAt": "2026-05-02 22:49:05.666+00",
    "subScores": {
      "scqa_arc": 78,
      "action_titles": 48,
      "mece_structure": 76,
      "closing_strength": 70,
      "evidence_quality": 83,
      "clarity_of_thesis": 84,
      "production_quality": 64,
      "visual_storytelling": 72
    },
    "totalScore": 72,
    "coveragePct": 100,
    "explanations": {
      "scqa_arc": "Slides 3-4 establish the situation and complication, slide 5 introduces the answer structure, and slides 6-16 work through the response, but the middle still reads partly as a sequence of imperatives and cases.",
      "action_titles": "Many titles are descriptive labels rather than insight sentences, for example slide 6 uses \"1. Lead with value\" instead of stating the 6x leadership implication.",
      "mece_structure": "The five-imperative structure is mostly coherent and repeatable across slides 6-15, though talent, digital core, responsible AI, and reinvention capabilities partially overlap.",
      "closing_strength": "Slide 16 provides concrete short-term actions for moving to enterprise-level impact, although the recommendation is broad and softened by appendix/disclosure slides afterward.",
      "evidence_quality": "Major claims are supported by quantified findings such as 13%, 4.5x, 6x, 2.9x, 2.7x, and 2.1x, plus case examples and research methodology on slides 17-18.",
      "clarity_of_thesis": "Slide 3 clearly frames the thesis as moving from Gen AI experimentation to enterprise-level impact through five imperatives, with slide 4 adding urgency.",
      "production_quality": "Branding and section consistency are strong, but action-title discipline is uneven and frequent dense or overcrowded layouts reduce whitespace and executive scanability.",
      "visual_storytelling": "The deck generally matches messages to tools with metrics, callouts, case studies, and next steps, but multiple key slides are dense or overcrowded, especially slides 4, 6, 9, 11, 15, and 16."
    },
    "slidesAnalyzed": 19
  },
  "review": {
    "backend": "claude",
    "verdict": "A disciplined Accenture thought-leadership deck with a clean SCQA backbone and quantified pillars — solid as a consulting artifact, mid-tier as a Storymakers exemplar because its titles instruct rather than assert.",
    "reviewedAt": "2026-05-02 07:09:42.064+00",
    "slidesSeen": 19,
    "suggestions": [
      "Rewrite slide 4 title to land the insight, e.g. 'Scaling leaders out-invest peers 4.5x on agentic architecture — the gap is widening now.'",
      "Convert imperative titles from commands to claims: 'Lead with value' becomes '6x deeper Gen AI literacy separates value creators from experimenters.'",
      "Promote the 13% statistic to slide 1 as a pre-title hook so the cover earns its position rather than acting as decoration.",
      "Reframe case-study titles as proof statements: 'Ecolab: agent-led Lead-to-Cash unlocked cross-functional value point tools could not.'",
      "Add a one-page MECE map after slide 5 that shows how the five imperatives interlock, to defuse the Lead-with-value vs. Continuous-reinvention overlap.",
      "Move the four-action CTA on slide 16 ahead of any appendix and consider a one-line 'memorable close' callout to land the deck."
    ],
    "closingScore": 78,
    "openingScore": 75,
    "topStrengths": [
      "SCQA spine: 13% gap (slide 3) into urgency (4) into five imperatives with case-study pairing (6-15) into four-action CTA (16)",
      "Every imperative is anchored by a quantified proof point (6x, 3x, 2.9x, 2.7x, 2.1x) creating consistent argumentation rhythm",
      "Pillar-plus-case-study cadence (6+7, 8+9, 10+11, 12+13, 14+15) is disciplined and predictable for the reader"
    ],
    "topWeaknesses": [
      "Slide 4 'Urgency to act' is a topic label, not an action title — wastes the urgency moment that should carry the deck's sharpest line",
      "Case-study titles (slides 7, 9, 11, 13, 15) are descriptive labels rather than punchline-led insights",
      "Conclusion (slide 16) buries its action-title behind 'Conclusion:' prefix — should lead with the imperative directly"
    ],
    "narrativeScore": 80,
    "pillarCritique": "The five imperatives are MECE-adjacent but soft at the seams — 'Lead with value' (6) and 'Drive continuous reinvention' (14) both lean on leadership/change muscle, and 'Reinvent talent' (8) overlaps with the change-capability framing of imperative 5. Section divider (5) signals structure cleanly but does not preview the pillars.",
    "closingCritique": "Slide 16 delivers a genuine recommendation with a numbered list of four actions and a synthesizing callout, which is the right Storymakers move. It loses points because the deck then drifts into three appendix slides (17-19) rather than ending on the CTA itself.",
    "openingCritique": "Slide 3 lands the thesis explicitly with the 13% stat plus the five imperatives, and slide 4 escalates urgency with the 4.5x agentic-architecture proof point. The hook is buried one slide too deep — cover (1) and team bio (2) delay the punchline that could have led on slide 1.",
    "extractionSeconds": 87.848,
    "narrativeCritique": "The deck follows a clean SCQA arc: the 13% value-creation gap (slides 3-4) sets situation/complication, the five imperatives (slides 6-15) form the analysis, and slide 16 resolves with a four-step CTA. All four acts are present and the case-study-per-pillar rhythm reinforces the spine.",
    "titleQualityScore": 62,
    "titleQualityCritique": "Most action titles are imperative commands ('Lead with value', 'Close the gap on responsible AI', 'Drive continuous reinvention') — directional verbs, but they instruct rather than assert an insight. Case-study titles (Ecolab slide 7, Sempra slide 11) describe the company's action instead of stating the proof, e.g. slide 7 could read 'Ecolab's agent-led Lead-to-Cash redesign proves cross-functional AI beats point solutions.'"
  },
  "activistThesis": null,
  "pitchdeck": {
    "metadata": null,
    "profile": null
  },
  "slides": [
    {
      "page": 1,
      "type": "setup",
      "title": "Features a stylized, dotted-render classical bust, typical of Accenture's recent branding.",
      "function": "front_matter",
      "imagePath": "https://imgproxy.kitesheet.com/wvLCq4k3BkcwUPri6JnRPnqUpSpM8EpGI04JKJZTJ9Y/rs:fit:1200:1200:0/q:82/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy80MTA2ZWM2YzRkYzZjM2Q4L3AwMDEuanBn",
      "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": 102,
        "nDataPoints": 0,
        "notes": "Features a stylized, dotted-render classical bust, typical of Accenture's recent branding.",
        "elementsJson": [
          "headline_text",
          "subtitle_text",
          "photo",
          "logo_grid"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 17:43:52.609+00",
          "seconds": 6.05,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5e88-73ef-bd5c-dbfe56fadd00/1",
        "deck": "/decks/019dd923-5e88-73ef-bd5c-dbfe56fadd00",
        "deckAnchor": "/decks/019dd923-5e88-73ef-bd5c-dbfe56fadd00#slide-1",
        "deckJson": "/decks/019dd923-5e88-73ef-bd5c-dbfe56fadd00.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.8,
            "w": 0.35,
            "x": 0.15,
            "y": 0.1
          },
          "kind": "image",
          "text": "Stylized classical bust",
          "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 17:43:52.609+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "7443e301-da84-4400-804b-715f1af4128d",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.1,
            "x": 0.02,
            "y": 0.9
          },
          "kind": "image",
          "text": "Accenture 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 17:43:52.609+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "ced48372-569d-4fb2-8134-d545ac157d5d",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.25,
            "w": 0.35,
            "x": 0.55,
            "y": 0.25
          },
          "kind": "title",
          "text": "Making Reinvention Real with Gen 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 17:43:52.609+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "4483414d-7a90-49ed-bc83-d236207b5745",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.1,
            "w": 0.2,
            "x": 0.55,
            "y": 0.55
          },
          "kind": "title",
          "text": "From experimentation to 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": "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 17:43:52.609+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "cdc5a93a-fe4c-4118-8af3-325a28f4fd81",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "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": "019de055-5881-723d-8fd1-b21e14e15161",
          "evidence": "Pointillist classical bust = traditional+digital metaphor",
          "pageRefs": null,
          "priority": "Core",
          "whenToUse": null,
          "confidence": 80,
          "extraction": {
            "at": "2026-04-30 21:39:41.814818+00",
            "model": "claude-cli",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 1,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "Opening Hooks",
            "slug": "opening-hooks",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-aeb0-77d5-bfbd-9cd9a6be8186",
            "version": 1,
            "bodyDocId": null,
            "description": "Techniques to capture attention: Startling statistic, provocative question, short story, analogy, contrast",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Storyteller",
          "layer": "slide",
          "agents": [
            "Storyteller"
          ],
          "matchId": "019de055-58b5-7777-b7b6-e2d2efe98376",
          "evidence": "Visual hook + 'experimentation to impact' contrast title",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 70,
          "extraction": {
            "at": "2026-04-30 21:39:41.814818+00",
            "model": "claude-cli",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 1,
          "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": "212a3e75-57d0-48ec-8ce0-08bfa31240ed",
          "evidence": "Making Reinvention Real with Gen AI",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-07-16 21:56:23.037638+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": 2,
          "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": "019de055-55cf-7775-aeea-8310c0a709f4",
          "matchId": "019de055-559d-72bf-88b9-c90a81d2f55d",
          "beatType": null,
          "evidence": "Cover + authors set GenAI reinvention frame",
          "position": 1,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 88
        }
      ],
      "loops": [],
      "thumbSrc": "https://imgproxy.kitesheet.com/k12MyT-qihF4_Guo9S3kPNwSJO9ibV-6OLlFLGuIxjk/rs:fit:480:480:0/q:78/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy80MTA2ZWM2YzRkYzZjM2Q4L3AwMDEuanBn",
      "imagePathAlt": "https://imgproxy.kitesheet.com/7ma_-fVAZikNeFYyzoiceF8kgbN3T_TaDwOIZiF8R9Y/rs:fit:1200:1200:0/q:82/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy80MTA2ZWM2YzRkYzZjM2Q4L3AwMDEucG5n",
      "thumbSrcAlt": "https://imgproxy.kitesheet.com/rFNZ_-58Ysg-pErlo0uMvWZf_WgzCCpXR6j2buKDmUc/rs:fit:480:480:0/q:78/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy80MTA2ZWM2YzRkYzZjM2Q4L3AwMDEucG5n"
    },
    {
      "page": 2,
      "type": "setup",
      "function": "other",
      "rawType": "team_bio",
      "block": null,
      "metadata": {
        "slideType": "team_bio",
        "slideTypeCanon": {
          "name": "Team bio",
          "slug": "team_bio",
          "status": "active",
          "canonId": "019de52d-0a7d-7394-ae5b-037478e71f1e",
          "version": 1,
          "description": null
        },
        "function": "other",
        "functionCanon": {
          "name": "Other (fallback)",
          "slug": "other",
          "status": "active",
          "canonId": "019de52d-15e1-75bc-99dc-07732380e2ce",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 61,
        "componentCount": 11,
        "textChars": 318,
        "nDataPoints": 0,
        "notes": null,
        "elementsJson": [
          "headshot",
          "other"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 17:43:50.309+00",
          "seconds": 3.545,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5e88-73ef-bd5c-dbfe56fadd00/2",
        "deck": "/decks/019dd923-5e88-73ef-bd5c-dbfe56fadd00",
        "deckAnchor": "/decks/019dd923-5e88-73ef-bd5c-dbfe56fadd00#slide-2",
        "deckJson": "/decks/019dd923-5e88-73ef-bd5c-dbfe56fadd00.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.05,
            "w": 0.05,
            "x": 0.384,
            "y": 0.228
          },
          "kind": "image",
          "text": "Lan Guan",
          "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": "Headshot",
              "slug": "headshot",
              "status": "active",
              "canonId": "019de52c-fd5f-765c-9282-38b54f61bbbf",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headshot",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:43:50.309+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "0bf8a4a6-2ec4-4658-9a1f-c481b4034572",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.05,
            "x": 0.614,
            "y": 0.228
          },
          "kind": "image",
          "text": "Mike Moore",
          "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": "Headshot",
              "slug": "headshot",
              "status": "active",
              "canonId": "019de52c-fd5f-765c-9282-38b54f61bbbf",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headshot",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:43:50.309+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "42360d1b-6b00-4ef2-92f3-b7f06203ccc3",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.05,
            "x": 0.384,
            "y": 0.396
          },
          "kind": "image",
          "text": "Sen Ramani",
          "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": "Headshot",
              "slug": "headshot",
              "status": "active",
              "canonId": "019de52c-fd5f-765c-9282-38b54f61bbbf",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headshot",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:43:50.309+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "76020f9c-e602-44c4-956f-ca34c47dcee0",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.05,
            "x": 0.154,
            "y": 0.228
          },
          "kind": "image",
          "text": "Jack Azagury",
          "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": "Headshot",
              "slug": "headshot",
              "status": "active",
              "canonId": "019de52c-fd5f-765c-9282-38b54f61bbbf",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headshot",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:43:50.309+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "77897df4-25fe-42bb-9482-9529f9ea6d2a",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.05,
            "x": 0.154,
            "y": 0.396
          },
          "kind": "image",
          "text": "Muqsit Ashraf",
          "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": "Headshot",
              "slug": "headshot",
              "status": "active",
              "canonId": "019de52c-fd5f-765c-9282-38b54f61bbbf",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headshot",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:43:50.309+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "a2ff87df-62fe-47e3-816e-491b38eaa50b",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.04,
            "w": 0.12,
            "x": 0.222,
            "y": 0.413
          },
          "kind": "list",
          "text": "Muqsit Ashraf, Group Chief Executive - Strategy, LinkedIn",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:43:50.309+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "0f7f614d-b9cc-449d-a61d-ac71aa82c241",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.04,
            "w": 0.12,
            "x": 0.452,
            "y": 0.245
          },
          "kind": "list",
          "text": "Lan Guan, Chief AI Officer, LinkedIn",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:43:50.309+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "5e13529d-8ecd-4d25-a6e3-21bfc2f1cfce",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.04,
            "w": 0.12,
            "x": 0.452,
            "y": 0.413
          },
          "kind": "list",
          "text": "Sen Ramani, Lead - Data & AI, Global, LinkedIn",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:43:50.309+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "6930f744-5483-426a-810f-e71cd7f646a0",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.04,
            "w": 0.12,
            "x": 0.682,
            "y": 0.245
          },
          "kind": "list",
          "text": "Mike Moore, Principal Director - Accenture Research, LinkedIn",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:43:50.309+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "c60f3ca5-5b37-476b-8187-ffaac8c85a83",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.04,
            "w": 0.12,
            "x": 0.222,
            "y": 0.245
          },
          "kind": "list",
          "text": "Jack Azagury, Group Chief Executive - Consulting, LinkedIn",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:43:50.309+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "f416f92a-c16f-40aa-961e-710a11acdd0f",
          "parentComponentId": null
        },
        {
          "bbox": {
            "x": 0.046,
            "y": 0.158
          },
          "kind": "title",
          "text": "Authors",
          "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 17:43:50.309+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "6822cde5-a4a8-4b0e-b42c-1a829eef5e59",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "Authority Bias",
            "slug": "authority-bias",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-c38d-70b9-a284-b2b479763356",
            "version": 1,
            "bodyDocId": null,
            "description": "Expert opinions are weighted more heavily - cite credible sources",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Storyteller",
          "layer": "slide",
          "agents": [
            "Architect",
            "Storyteller"
          ],
          "matchId": "019de055-591e-7649-b7e8-b669d4a7244b",
          "evidence": "Senior executives positioned as authors",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 75,
          "extraction": {
            "at": "2026-04-30 21:39:41.814818+00",
            "model": "claude-cli",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 2,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "Credibility Transfer",
            "slug": "credibility-transfer",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-bd34-759a-8e3b-2f14b571a2a1",
            "version": 1,
            "bodyDocId": null,
            "description": "Borrowing authority from trusted sources or vivid details",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Storyteller",
          "layer": "slide",
          "agents": [
            "Storyteller"
          ],
          "matchId": "019de055-58eb-73dd-a5a1-73043bbaa31a",
          "evidence": "Five named Accenture executive headshots with titles",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 80,
          "extraction": {
            "at": "2026-04-30 21:39:41.814818+00",
            "model": "claude-cli",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 2,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 2,
          "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": "019de055-55cf-7775-aeea-8310c0a709f4",
          "matchId": "019de055-559d-72bf-88b9-c90a81d2f55d",
          "beatType": null,
          "evidence": "Cover + authors set GenAI reinvention frame",
          "position": 1,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 88
        }
      ],
      "loops": [],
      "locked": true
    },
    {
      "page": 3,
      "type": "setup",
      "title": "The slide is split into two main columns: the left provides context and research findings, the right details the 'five imperatives'.",
      "function": "summarize",
      "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": "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": 674,
        "nDataPoints": 4,
        "notes": "The slide is split into two main columns: the left provides context and research findings, the right details the 'five imperatives'.",
        "elementsJson": [
          "headline_text",
          "paragraph",
          "big_number",
          "numbered_list",
          "callout_box"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 17:43:54.518+00",
          "seconds": 7.608,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5e88-73ef-bd5c-dbfe56fadd00/3",
        "deck": "/decks/019dd923-5e88-73ef-bd5c-dbfe56fadd00",
        "deckAnchor": "/decks/019dd923-5e88-73ef-bd5c-dbfe56fadd00#slide-3",
        "deckJson": "/decks/019dd923-5e88-73ef-bd5c-dbfe56fadd00.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "Just 13% of executives report creating significant enterprise-level value.",
          "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": "2026-04-25 12:00:16+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-41ab-72d9-bbba-68fd7685b135",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.7,
            "w": 0.45,
            "x": 0.506,
            "y": 0.16
          },
          "kind": "list",
          "text": "1. Lead with value\n2. Reinvent talent and ways of working\n3. Build an AI-enabled, secure digital core\n4. Close the gap on responsible AI\n5. Drive continuous reinvention",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:43:54.518+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "b3678561-36dc-4c61-b8a0-30bfeb29f3a1",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.1,
            "w": 0.1,
            "x": 0.046,
            "y": 0.43
          },
          "kind": "metric",
          "text": "13%",
          "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 17:43:54.518+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "f1b1ebce-b340-44c5-ba31-bdf502ab432f",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "enterprise-level value creation: 13%",
          "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": "2026-04-25 12:00:16+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-41ab-72d9-bbba-6c944e173ff8",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.06,
            "w": 0.24,
            "x": 0.046,
            "y": 0.53
          },
          "kind": "paragraph",
          "text": "of executives report creating significant enterprise-level value.",
          "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 17:43:54.518+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "ef7e2b7f-7fbd-420f-b1af-b86035c5a899",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.12,
            "w": 0.24,
            "x": 0.046,
            "y": 0.27
          },
          "kind": "paragraph",
          "text": "Twelve months ago, in Reinvention in the Age of Generative AI, we forecasted that 2024 would mark a shift from “education and experimentation” to building the foundation for generative AI (gen AI) and delivering measurable value.",
          "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 17:43:54.518+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "f0964dba-8079-432b-bc0e-3562f92f1860",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.04,
            "w": 0.35,
            "x": 0.506,
            "y": 0.09
          },
          "kind": "title",
          "text": "The five imperatives—one year on",
          "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 17:43:54.518+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "6ec22ecf-c9b0-4225-921a-f2beafa675cd",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.12,
            "w": 0.24,
            "x": 0.046,
            "y": 0.09
          },
          "kind": "title",
          "text": "Making Reinvention Real with Gen AI: From experimentation to 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 17:43:54.518+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "f2ee06ca-062e-4044-95b0-f3c9a70bbb5b",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "Anchoring Bias",
            "slug": "anchoring-bias",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-9254-73de-8f1b-c7250f8f4c9c",
            "version": 1,
            "bodyDocId": null,
            "description": "First piece of information becomes reference point for all subsequent judgments",
            "familyLabel": null,
            "categoryName": "Block",
            "categorySlug": "block"
          },
          "agent": "Architect",
          "layer": "block",
          "agents": [
            "Architect",
            "Storyteller"
          ],
          "matchId": "019de055-5a8c-779e-a96f-f5249e92fd11",
          "evidence": "Big '13%' anchors the entire problem framing",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 85,
          "extraction": {
            "at": "2026-04-30 21:39:41.814818+00",
            "model": "claude-cli",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 3,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "Loss Aversion",
            "slug": "loss-aversion",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-9761-738f-8fd4-558a63ea744a",
            "version": 1,
            "bodyDocId": null,
            "description": "Losses are felt 2x more strongly than equivalent gains - frame stakes as potential loss",
            "familyLabel": null,
            "categoryName": "Block",
            "categorySlug": "block"
          },
          "agent": "Storyteller",
          "layer": "block",
          "agents": [
            "Storyteller"
          ],
          "matchId": "019de055-5abe-729f-abac-5337769ebc24",
          "evidence": "Frames the 87% failing-to-create-value as loss",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 75,
          "extraction": {
            "at": "2026-04-30 21:39:41.814818+00",
            "model": "claude-cli",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 3,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "MECE Principle",
            "slug": "mece-principle",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-7c60-71a8-8758-c79d914489c9",
            "version": 1,
            "bodyDocId": null,
            "description": "Mutually Exclusive, Collectively Exhaustive - ensuring complete, non-overlapping structure",
            "familyLabel": null,
            "categoryName": "Block",
            "categorySlug": "block"
          },
          "agent": "Architect",
          "layer": "block",
          "agents": [
            "Architect"
          ],
          "matchId": "019de055-59ea-7623-95cb-cbe3792676b0",
          "evidence": "Five imperatives positioned as comprehensive coverage",
          "pageRefs": null,
          "priority": "Core",
          "whenToUse": null,
          "confidence": 70,
          "extraction": {
            "at": "2026-04-30 21:39:41.814818+00",
            "model": "claude-cli",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 3,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "Pyramid Principle",
            "slug": "pyramid-principle",
            "status": "active",
            "bestFor": "When the document has a single governing decision or recommendation the reader is asked to accept, and the case can be decomposed into a small number of clean groups. Strategy decks, board memos, investment committee papers.",
            "canonId": "019dd956-7cbd-7219-a477-c871e2bc1aff",
            "version": 1,
            "bodyDocId": "88b6ac56-b880-46f9-8621-ef3491ab6235",
            "description": "Lead with the answer; group three to five MECE supports beneath it; recurse one level down. Top-down hierarchical structure for any document with a single recommendation.",
            "familyLabel": null,
            "categoryName": "Block",
            "categorySlug": "block"
          },
          "agent": "Architect",
          "layer": "block",
          "agents": [
            "Architect"
          ],
          "matchId": "019de055-59b6-750d-827d-5c93d102821c",
          "evidence": "Answer (5 imperatives) presented up-front in right column",
          "pageRefs": null,
          "priority": "Core",
          "whenToUse": "When the document has a single governing decision or recommendation the reader is asked to accept, and the case can be decomposed into a small number of clean groups. Strategy decks, board memos, investment committee papers.",
          "confidence": 80,
          "extraction": {
            "at": "2026-04-30 21:39:41.814818+00",
            "model": "claude-cli",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 3,
          "whyItWorks": "Solves the two failure modes of expert communication at once: (1) the long climb where readers wait pages for the answer, and (2) logical mush from non-MECE groupings. Progressive disclosure lets a reader stop at any depth and get the right information.",
          "antipattern": "Chronological structure (\"what we did, what we found, what we conclude\") instead of logical hierarchy. Top-of-pyramid that is a topic (\"strategic options\") instead of an answer (\"pursue Option B because...\"). Non-MECE supports that overlap or fail to cover the universe.",
          "cardinality": null,
          "narrativePurpose": "Transfer conviction with minimum reader effort by mirroring how decision-makers consume information: answer first, scaffolding behind."
        },
        {
          "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": "block",
          "agents": [
            "Architect"
          ],
          "matchId": "019de055-5983-767b-a46a-721f50d3419e",
          "evidence": "Situation (gen AI year on), complication (13%), question (how), answer (5 imperatives)",
          "pageRefs": null,
          "priority": "Core",
          "whenToUse": null,
          "confidence": 80,
          "extraction": {
            "at": "2026-04-30 21:39:41.814818+00",
            "model": "claude-cli",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 3,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "Contrast Pairs",
            "slug": "contrast-pairs",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-9b77-70d3-88b1-f34e26f60860",
            "version": 1,
            "bodyDocId": null,
            "description": "Creating tension through opposites: Before↔After, Problem↔Solution, Pain↔Relief",
            "familyLabel": null,
            "categoryName": "Loop",
            "categorySlug": "loop"
          },
          "agent": "Storyteller",
          "layer": "loop",
          "agents": [
            "Storyteller"
          ],
          "matchId": "019de055-5a1d-7199-bf7d-439f281ec6df",
          "evidence": "'Experimentation' vs 'impact' framing on first loop slide",
          "pageRefs": null,
          "priority": "Core",
          "whenToUse": null,
          "confidence": 75,
          "extraction": {
            "at": "2026-04-30 21:39:41.814818+00",
            "model": "claude-cli",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 3,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "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": "019de055-5950-77cf-9654-0420f394c820",
          "evidence": "Title states insight: 'From experimentation to impact'",
          "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": 90,
          "extraction": {
            "at": "2026-04-30 21:39:41.814818+00",
            "model": "claude-cli",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 3,
          "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": "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": "cdf2b956-9c31-46ef-8778-95810e96a253",
          "evidence": "Twelve months ago, in Reinvention in the Age of Generative AI, we forecasted that 2024 would mark a shift from “education and experimentation” to building the foundation for generative AI (gen AI) an",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-07-16 21:56:23.117184+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": "Pyramid Principle",
            "slug": "pyramid-principle",
            "status": "active",
            "bestFor": "When the document has a single governing decision or recommendation the reader is asked to accept, and the case can be decomposed into a small number of clean groups. Strategy decks, board memos, investment committee papers.",
            "canonId": "019dd956-7cbd-7219-a477-c871e2bc1aff",
            "version": 1,
            "bodyDocId": "88b6ac56-b880-46f9-8621-ef3491ab6235",
            "description": "Lead with the answer; group three to five MECE supports beneath it; recurse one level down. Top-down hierarchical structure for any document with a single recommendation.",
            "familyLabel": null,
            "categoryName": "Block",
            "categorySlug": "block"
          },
          "agent": "Architect",
          "layer": "slide",
          "agents": [
            "Architect"
          ],
          "matchId": "8cb218a0-9701-4fec-8053-32c7117c356b",
          "evidence": "1. Lead with value",
          "pageRefs": null,
          "priority": "Core",
          "whenToUse": "When the document has a single governing decision or recommendation the reader is asked to accept, and the case can be decomposed into a small number of clean groups. Strategy decks, board memos, investment committee papers.",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 21:56:23.156839+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 3,
          "whyItWorks": "Solves the two failure modes of expert communication at once: (1) the long climb where readers wait pages for the answer, and (2) logical mush from non-MECE groupings. Progressive disclosure lets a reader stop at any depth and get the right information.",
          "antipattern": "Chronological structure (\"what we did, what we found, what we conclude\") instead of logical hierarchy. Top-of-pyramid that is a topic (\"strategic options\") instead of an answer (\"pursue Option B because...\"). Non-MECE supports that overlap or fail to cover the universe.",
          "cardinality": null,
          "narrativePurpose": "Transfer conviction with minimum reader effort by mirroring how decision-makers consume information: answer first, scaffolding behind."
        }
      ],
      "frameworks": [
        {
          "matchId": "019de055-64fb-74d2-8683-8033fc2090ad",
          "evidence": "Right column lists numbered five imperatives with definitions",
          "framework": null,
          "confidence": 85,
          "extraction": {
            "at": "2026-04-30 21:39:41.814818+00",
            "model": "claude-cli",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 3,
          "frameworkName": "Five Imperatives for Gen AI Reinvention"
        }
      ],
      "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": 3,
          "name": "Problem & Complication",
          "beatId": "019de055-5602-70f7-bd94-87ee2c9d864c",
          "matchId": "019de055-559d-72bf-88b9-c90a81d2f55d",
          "beatType": null,
          "evidence": "Only 13% create value; 4.5x urgency to act",
          "position": 2,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 88
        },
        {
          "to": 4,
          "arc": {
            "name": "The Transformation Tale",
            "slug": "transformation-tale",
            "status": "active",
            "bestFor": "Sales presentations, product launches, fundraising",
            "canonId": "019dd956-6128-70fa-9bff-ab3c0b4ad09f",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Current Reality (Pain) -> Future Vision (Gain) -> The Bridge",
            "description": null,
            "familyLabel": null
          },
          "from": 3,
          "name": "Current Reality (Pain)",
          "beatId": "019de055-5746-777b-9a29-f6198fcd00e8",
          "matchId": "019de055-5711-758b-a853-695c60c64f8c",
          "beatType": null,
          "evidence": "13% gap, urgency framing",
          "position": 1,
          "isPrimaryArc": false,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 55
        }
      ],
      "loops": [
        {
          "to": 4,
          "from": 3,
          "loop": {
            "name": "27_cost_of_inaction",
            "slug": "27-cost-of-inaction",
            "status": "active",
            "bestFor": "Urgent budget requests, compliance, risk mitigation",
            "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
            "description": "Quantify what happens if the audience does nothing",
            "familyLabel": null
          },
          "matchId": "019de055-57df-742e-9888-329935607929",
          "evidence": "p.3 '13% creating value' + p.4 '4.5x more likely' urgency callout",
          "position": 1,
          "objective": "Frame the gap and create urgency to act",
          "confidence": 78,
          "extraction": {
            "at": "2026-04-30 21:39:41.814818+00",
            "model": "claude-cli",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          }
        }
      ],
      "locked": true
    },
    {
      "page": 4,
      "type": "resolution",
      "title": "The slide uses a visual metaphor of classical busts to represent the '4.5x' statistic.",
      "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": 93,
        "componentCount": 11,
        "textChars": 2334,
        "nDataPoints": 5,
        "notes": "The slide uses a visual metaphor of classical busts to represent the '4.5x' statistic.",
        "elementsJson": [
          "headline_text",
          "paragraph",
          "big_number",
          "callout_box",
          "icon_grid"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 17:43:56.465+00",
          "seconds": 9.528,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5e88-73ef-bd5c-dbfe56fadd00/4",
        "deck": "/decks/019dd923-5e88-73ef-bd5c-dbfe56fadd00",
        "deckAnchor": "/decks/019dd923-5e88-73ef-bd5c-dbfe56fadd00#slide-4",
        "deckJson": "/decks/019dd923-5e88-73ef-bd5c-dbfe56fadd00.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "Organizations scaling gen AI successfully are 4.5x more likely to invest in agentic architecture—building the foundation for continuous reinvention.",
          "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": "2026-04-25 12:00:16+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-41ab-72d9-bbb9-e16f413d4087",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.854,
            "w": 0.339,
            "x": 0.613,
            "y": 0.082
          },
          "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 17:43:56.465+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "fb05beaf-e1cc-4bed-b6b2-e7a693e18830",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.065,
            "w": 0.085,
            "x": 0.292,
            "y": 0.536
          },
          "kind": "metric",
          "text": "4.5x",
          "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 17:43:56.465+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "788f43cd-f2d9-4306-98e6-1baffa3796b2",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "Likelihood to invest in agentic architecture: 4.5x",
          "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": {
              "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": "2026-04-25 12:00:16+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-41ab-72d9-bbb9-e51a6a38891d",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.085,
            "w": 0.26,
            "x": 0.326,
            "y": 0.361
          },
          "kind": "paragraph",
          "text": "In the sections that follow, we revisit the five imperatives—evaluating the progress organizations have made in adopting them and exploring how these lessons can help organizations across industries overcome persistent challenges and achieve lasting value.",
          "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 17:43:56.465+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "03d085e0-ccff-436b-a5b8-5a7605eb458c",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.205,
            "w": 0.26,
            "x": 0.046,
            "y": 0.566
          },
          "kind": "paragraph",
          "text": "Innovation on the horizon is equally compelling. Small language models (SLMs), fine-tuned for specific domains, are helping organizations boost gen AI value at scale. Agentic architecture, featuring AI agents capable of reimagining entire workflows, will enter the mainstream in 2025, with 3x as many organizations planning to invest in these capabilities compared to 2024. These technological advancements help explain why 83% of executives now believe gen AI's potential for positive business outcomes exceeds their initial expectations.",
          "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 17:43:56.465+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "29e9ffa4-cbb8-4c0e-9ce0-393031c86250",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.185,
            "w": 0.26,
            "x": 0.046,
            "y": 0.171
          },
          "kind": "paragraph",
          "text": "The incentives to invest in scaling gen AI are clear. Leaders in IT, customer service and marketing, for example, are deploying cross-functional solutions that streamline operations and elevate customer experiences. Seventy-three percent of gen AI investments focus on these functional areas, with high-impact results in technology delivery lifecycles (TDLC), contact centers and marketing personalization.",
          "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 17:43:56.465+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "89b73836-5a7c-4e00-81fc-99b398f5f31c",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.165,
            "w": 0.26,
            "x": 0.046,
            "y": 0.381
          },
          "kind": "paragraph",
          "text": "Meanwhile, in industries like banking, insurance and life sciences, domain-specific gen AI applications are driving measurable ROI. Overall, 34% of organizations have scaled at least one industry-tailored solution for a core process in their value chain (such as risk, claims, underwriting and R&D). These organizations are 3x more likely to have delivered ROI that exceeds their expectations.",
          "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 17:43:56.465+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "98717f21-24f2-478b-9c06-d12764067843",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.145,
            "w": 0.26,
            "x": 0.326,
            "y": 0.171
          },
          "kind": "paragraph",
          "text": "The urgency to act could not be clearer: Companies already delivering enterprise-level value are 4.5x more likely to have invested strategically in agentic architecture and are 6x more likely to significantly increase their gen AI investments in 2025. These companies are positioning themselves to compound their advantage; those still hesitating risk slipping further behind.",
          "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 17:43:56.465+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "a94dffca-dafd-4475-809c-8b866049e81a",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.125,
            "w": 0.26,
            "x": 0.292,
            "y": 0.611
          },
          "kind": "title",
          "text": "Organizations scaling gen AI successfully are 4.5x more likely to invest in agentic architecture—building the foundation for continuous reinvention.",
          "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 17:43:56.465+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "5e59afd5-2db0-423f-ae4a-766ce46fbcee",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.035,
            "w": 0.185,
            "x": 0.046,
            "y": 0.096
          },
          "kind": "title",
          "text": "Urgency to act",
          "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 17:43:56.465+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "1dffb2c3-ff92-4144-b132-ebbd440a92bf",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "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": "019de055-5af0-72d7-92d0-dbe47ca5d8d5",
          "evidence": "'Urgency to act' states the imperative",
          "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": 85,
          "extraction": {
            "at": "2026-04-30 21:39:41.814818+00",
            "model": "claude-cli",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 4,
          "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": "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": "5d93aefc-5ae5-4041-b9a4-3d788ea19fed",
          "evidence": "The urgency to act could not be clearer: Companies already delivering enterprise-level value are 4.5x more likely to have invested strategically in agentic architecture and are 6x more likely to sign",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 21:56:23.119454+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 4,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "Anchoring Bias",
            "slug": "anchoring-bias",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-9254-73de-8f1b-c7250f8f4c9c",
            "version": 1,
            "bodyDocId": null,
            "description": "First piece of information becomes reference point for all subsequent judgments",
            "familyLabel": null,
            "categoryName": "Block",
            "categorySlug": "block"
          },
          "agent": "Architect",
          "layer": "slide",
          "agents": [
            "Architect",
            "Storyteller"
          ],
          "matchId": "019de055-5b22-75ac-b778-918d02860a2e",
          "evidence": "Big-number 4.5x callout anchors investment claim",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 85,
          "extraction": {
            "at": "2026-04-30 21:39:41.814818+00",
            "model": "claude-cli",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 4,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "Call to action",
            "slug": "call-to-action",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd9e1-4bbb-702a-9ead-82daf188bb7c",
            "version": 1,
            "bodyDocId": null,
            "description": "Explicit prescription of what the audience should do next.",
            "familyLabel": null,
            "categoryName": null,
            "categorySlug": null
          },
          "agent": null,
          "layer": "slide",
          "agents": null,
          "matchId": "20fe378e-06b2-4a07-8390-236248ce624e",
          "evidence": "The incentives to invest in scaling gen AI are clear. Leaders in IT, customer service and marketing, for example, are deploying cross-functional solutions that streamline operations and elevate custo",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 21:56:23.153775+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 4,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": "common",
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "Scarcity",
            "slug": "scarcity",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-9610-7038-a580-6ef34d95f742",
            "version": 1,
            "bodyDocId": null,
            "description": "Limited availability increases perceived value - time limits and exclusivity",
            "familyLabel": null,
            "categoryName": "Block",
            "categorySlug": "block"
          },
          "agent": "Storyteller",
          "layer": "slide",
          "agents": [
            "Storyteller"
          ],
          "matchId": "019de055-5b54-72da-93c6-c61a2544aabc",
          "evidence": "Window-of-opportunity framing for agentic architecture",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 65,
          "extraction": {
            "at": "2026-04-30 21:39:41.814818+00",
            "model": "claude-cli",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 4,
          "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": 3,
          "name": "Problem & Complication",
          "beatId": "019de055-5602-70f7-bd94-87ee2c9d864c",
          "matchId": "019de055-559d-72bf-88b9-c90a81d2f55d",
          "beatType": null,
          "evidence": "Only 13% create value; 4.5x urgency to act",
          "position": 2,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 88
        },
        {
          "to": 4,
          "arc": {
            "name": "The Transformation Tale",
            "slug": "transformation-tale",
            "status": "active",
            "bestFor": "Sales presentations, product launches, fundraising",
            "canonId": "019dd956-6128-70fa-9bff-ab3c0b4ad09f",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Current Reality (Pain) -> Future Vision (Gain) -> The Bridge",
            "description": null,
            "familyLabel": null
          },
          "from": 3,
          "name": "Current Reality (Pain)",
          "beatId": "019de055-5746-777b-9a29-f6198fcd00e8",
          "matchId": "019de055-5711-758b-a853-695c60c64f8c",
          "beatType": null,
          "evidence": "13% gap, urgency framing",
          "position": 1,
          "isPrimaryArc": false,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 55
        }
      ],
      "loops": [
        {
          "to": 4,
          "from": 3,
          "loop": {
            "name": "27_cost_of_inaction",
            "slug": "27-cost-of-inaction",
            "status": "active",
            "bestFor": "Urgent budget requests, compliance, risk mitigation",
            "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
            "description": "Quantify what happens if the audience does nothing",
            "familyLabel": null
          },
          "matchId": "019de055-57df-742e-9888-329935607929",
          "evidence": "p.3 '13% creating value' + p.4 '4.5x more likely' urgency callout",
          "position": 1,
          "objective": "Frame the gap and create urgency to act",
          "confidence": 78,
          "extraction": {
            "at": "2026-04-30 21:39:41.814818+00",
            "model": "claude-cli",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          }
        }
      ],
      "locked": true
    },
    {
      "page": 5,
      "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": 5,
        "componentCount": 2,
        "textChars": 102,
        "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 17:43:49.841+00",
          "seconds": 2.806,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5e88-73ef-bd5c-dbfe56fadd00/5",
        "deck": "/decks/019dd923-5e88-73ef-bd5c-dbfe56fadd00",
        "deckAnchor": "/decks/019dd923-5e88-73ef-bd5c-dbfe56fadd00#slide-5",
        "deckJson": "/decks/019dd923-5e88-73ef-bd5c-dbfe56fadd00.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.936,
            "w": 0.386,
            "x": 0.582,
            "y": 0.032
          },
          "kind": "image",
          "text": "Digital art of a classical bust",
          "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 17:43:49.841+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "ddc328d1-ca0d-44fa-8066-f6019c63fc9d",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.2,
            "w": 0.4,
            "x": 0.05,
            "y": 0.38
          },
          "kind": "title",
          "text": "Looking back to move forward: Lessons learned from the five imperatives",
          "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 17:43:49.841+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "e7a4b53e-a630-4f98-8106-ad21aacc219c",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "Callback",
            "slug": "callback",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-a3a9-708f-b4a3-d3da2181c576",
            "version": 1,
            "bodyDocId": null,
            "description": "Referencing earlier content for payoff and cohesion",
            "familyLabel": null,
            "categoryName": "Loop",
            "categorySlug": "loop"
          },
          "agent": "Storyteller",
          "layer": "loop",
          "agents": [
            "Storyteller"
          ],
          "matchId": "019de055-5b87-750c-bbde-387f26bd00b4",
          "evidence": "Divider 'Looking back...the five imperatives' callbacks prior framing",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 70,
          "extraction": {
            "at": "2026-04-30 21:39:41.814818+00",
            "model": "claude-cli",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 5,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "Horizontal Logic",
            "slug": "horizontal-logic",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-9a85-7199-aaa6-4314cd50dcfa",
            "version": 1,
            "bodyDocId": null,
            "description": "Logical grouping at the same level - items must relate coherently",
            "familyLabel": null,
            "categoryName": "Loop",
            "categorySlug": "loop"
          },
          "agent": "Architect",
          "layer": "loop",
          "agents": [
            "Architect"
          ],
          "matchId": "019de055-5bb8-77de-9dfb-f852ba1bec3a",
          "evidence": "Sets up MECE peer breakdown of imperatives at same level",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 70,
          "extraction": {
            "at": "2026-04-30 21:39:41.814818+00",
            "model": "claude-cli",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 5,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "frameworks": [
        {
          "matchId": "019de055-6531-74f5-b471-35a8d2f0a5b7",
          "evidence": "Section divider names the five-imperatives framework",
          "framework": null,
          "confidence": 80,
          "extraction": {
            "at": "2026-04-30 21:39:41.814818+00",
            "model": "claude-cli",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 5,
          "frameworkName": "Five Imperatives for Gen AI Reinvention"
        }
      ],
      "arcBeats": [
        {
          "to": 14,
          "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": "Solution & Approach",
          "beatId": "019de055-5676-7485-8909-2537ce06eda0",
          "matchId": "019de055-559d-72bf-88b9-c90a81d2f55d",
          "beatType": null,
          "evidence": "Divider then 5 imperatives with embedded proofs",
          "position": 3,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 88
        },
        {
          "to": 15,
          "arc": {
            "name": "The Transformation Tale",
            "slug": "transformation-tale",
            "status": "active",
            "bestFor": "Sales presentations, product launches, fundraising",
            "canonId": "019dd956-6128-70fa-9bff-ab3c0b4ad09f",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Current Reality (Pain) -> Future Vision (Gain) -> The Bridge",
            "description": null,
            "familyLabel": null
          },
          "from": 5,
          "name": "The Bridge",
          "beatId": "019de055-57ac-758b-b58a-1f6a3a7d5be4",
          "matchId": "019de055-5711-758b-a853-695c60c64f8c",
          "beatType": null,
          "evidence": "5 imperatives + case studies form the bridge",
          "position": 3,
          "isPrimaryArc": false,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 55
        }
      ],
      "loops": [
        {
          "to": 15,
          "from": 5,
          "loop": {
            "name": "40_mece_breakdown",
            "slug": "40-mece-breakdown",
            "status": "active",
            "bestFor": "Problem structuring, ensuring completeness, strategic analysis",
            "canonId": "019dd956-763c-765e-8b68-6ee3ae1ef184",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Whole -> Category A (distinct) -> Category B (distinct) -> Category C (distinct) -> Complete Coverage",
            "description": "Divide a complex topic into mutually exclusive, collectively exhaustive categories",
            "familyLabel": null
          },
          "matchId": "019de055-5811-771f-bd8b-812e6e6d47e4",
          "evidence": "Section divider names 'five imperatives'; pp.6–15 deliver each one with paired case study",
          "position": 2,
          "objective": "Walk the five MECE imperatives, each proven by a case",
          "confidence": 85,
          "extraction": {
            "at": "2026-04-30 21:39:41.814818+00",
            "model": "claude-cli",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          }
        }
      ],
      "locked": true
    },
    {
      "page": 6,
      "type": "resolution",
      "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": 61,
        "componentCount": 6,
        "textChars": 1024,
        "nDataPoints": 2,
        "notes": null,
        "elementsJson": [
          "headline_text",
          "paragraph",
          "numbered_list",
          "big_number",
          "callout_box"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 17:43:50.173+00",
          "seconds": 3.123,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5e88-73ef-bd5c-dbfe56fadd00/6",
        "deck": "/decks/019dd923-5e88-73ef-bd5c-dbfe56fadd00",
        "deckAnchor": "/decks/019dd923-5e88-73ef-bd5c-dbfe56fadd00#slide-6",
        "deckJson": "/decks/019dd923-5e88-73ef-bd5c-dbfe56fadd00.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.143,
            "w": 0.25,
            "x": 0.583,
            "y": 0.233
          },
          "kind": "callout",
          "text": "Leaders at organizations achieving enterprise-level value are 6x more likely to deeply understand gen 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 17:43:50.173+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "75f28ff4-ae8e-4347-80ee-9f2c9c0fc530",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.65,
            "w": 0.25,
            "x": 0.321,
            "y": 0.138
          },
          "kind": "list",
          "text": "Lead from the top and align leadership with strategic goals. CEO sponsorship is critical—companies with executive buy-in achieve 2.5x higher ROI. Provide targeted executive education. Leaders at organizations achieving enterprise-level value are 6x more likely to deeply understand gen AI. Tailored programs bridge knowledge gaps, build confidence and accelerate scaling. Focus on bold ambition with clear, traceable targets. Tackle core business challenges. Set measurable targets for 360° value—financial and non-financial outcomes that impact the P&L or balance sheet. Redesign work by tackling processes across silos. Use gen AI to reinvent entire domains, processes and journeys rather than launching narrow 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 17:43:50.173+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "bcf54ffa-0fae-4e79-a955-26c6e65b3d50",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.095,
            "w": 0.071,
            "x": 0.583,
            "y": 0.138
          },
          "kind": "metric",
          "text": "6x",
          "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 17:43:50.173+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "14cdb7b2-ff2f-4358-b745-239f8257cc86",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "likelihood to understand gen AI: 6x",
          "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": "2026-04-25 12:00:19+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-41ab-72d9-bbba-ea5efce1b217",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.071,
            "w": 0.25,
            "x": 0.046,
            "y": 0.217
          },
          "kind": "paragraph",
          "text": "Leading with value means prioritizing bold, high-impact initiatives that tackle core business challenges by reinventing processes end-to-end.",
          "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 17:43:50.173+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "8ca60204-57ab-4f65-ad91-1f23067d968f",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.035,
            "w": 0.208,
            "x": 0.046,
            "y": 0.138
          },
          "kind": "title",
          "text": "1. Lead with value",
          "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 17:43:50.173+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "5199d297-7647-4ecf-b44e-5c519f66f3e1",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "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": "019de055-5bea-70f6-b08f-d1818b4aff29",
          "evidence": "Title '1. Lead with value' is the prescriptive insight",
          "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": 90,
          "extraction": {
            "at": "2026-04-30 21:39:41.814818+00",
            "model": "claude-cli",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 6,
          "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": "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": "bad45d02-6c5a-463d-b463-5fb779622d45",
          "evidence": "1. Lead with value",
          "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": 0.8,
          "extraction": {
            "at": "2026-07-16 21:56:23.256534+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 6,
          "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": "Anchoring Bias",
            "slug": "anchoring-bias",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-9254-73de-8f1b-c7250f8f4c9c",
            "version": 1,
            "bodyDocId": null,
            "description": "First piece of information becomes reference point for all subsequent judgments",
            "familyLabel": null,
            "categoryName": "Block",
            "categorySlug": "block"
          },
          "agent": "Architect",
          "layer": "slide",
          "agents": [
            "Architect",
            "Storyteller"
          ],
          "matchId": "019de055-5c1d-72d9-a32f-b1d1b1244064",
          "evidence": "Big-number '6x more likely to deeply understand' callout",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 85,
          "extraction": {
            "at": "2026-04-30 21:39:41.814818+00",
            "model": "claude-cli",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 6,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "Concrete Language",
            "slug": "concrete-language",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-bcd4-7398-9723-6aa72346170b",
            "version": 1,
            "bodyDocId": null,
            "description": "Using specific sensory details instead of abstract terms",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Storyteller",
          "layer": "slide",
          "agents": [
            "Storyteller"
          ],
          "matchId": "019de055-5c9a-7128-9d12-91eb1350d42e",
          "evidence": "Specific actions: hack workflows, redesign processes",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 70,
          "extraction": {
            "at": "2026-04-30 21:39:41.814818+00",
            "model": "claude-cli",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 6,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "Pyramid Principle",
            "slug": "pyramid-principle",
            "status": "active",
            "bestFor": "When the document has a single governing decision or recommendation the reader is asked to accept, and the case can be decomposed into a small number of clean groups. Strategy decks, board memos, investment committee papers.",
            "canonId": "019dd956-7cbd-7219-a477-c871e2bc1aff",
            "version": 1,
            "bodyDocId": "88b6ac56-b880-46f9-8621-ef3491ab6235",
            "description": "Lead with the answer; group three to five MECE supports beneath it; recurse one level down. Top-down hierarchical structure for any document with a single recommendation.",
            "familyLabel": null,
            "categoryName": "Block",
            "categorySlug": "block"
          },
          "agent": "Architect",
          "layer": "slide",
          "agents": [
            "Architect"
          ],
          "matchId": "ed365c9b-763c-4793-bf1a-5abaf7d955dd",
          "evidence": "Leading with value means prioritizing bold, high-impact initiatives that tackle core business challenges by reinventing processes end-to-end.",
          "pageRefs": null,
          "priority": "Core",
          "whenToUse": "When the document has a single governing decision or recommendation the reader is asked to accept, and the case can be decomposed into a small number of clean groups. Strategy decks, board memos, investment committee papers.",
          "confidence": 0.6,
          "extraction": {
            "at": "2026-07-16 21:56:23.292771+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 6,
          "whyItWorks": "Solves the two failure modes of expert communication at once: (1) the long climb where readers wait pages for the answer, and (2) logical mush from non-MECE groupings. Progressive disclosure lets a reader stop at any depth and get the right information.",
          "antipattern": "Chronological structure (\"what we did, what we found, what we conclude\") instead of logical hierarchy. Top-of-pyramid that is a topic (\"strategic options\") instead of an answer (\"pursue Option B because...\"). Non-MECE supports that overlap or fail to cover the universe.",
          "cardinality": null,
          "narrativePurpose": "Transfer conviction with minimum reader effort by mirroring how decision-makers consume information: answer first, scaffolding behind."
        },
        {
          "tool": {
            "name": "Social Proof",
            "slug": "social-proof",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-990d-7620-82b3-6dd286f34568",
            "version": 1,
            "bodyDocId": null,
            "description": "People adapt behavior based on what others do - show adoption and testimonials",
            "familyLabel": null,
            "categoryName": "Block",
            "categorySlug": "block"
          },
          "agent": "Storyteller",
          "layer": "slide",
          "agents": [
            "Storyteller"
          ],
          "matchId": "019de055-5ccd-74af-b28f-d2eb51b29152",
          "evidence": "Stat about 'organizations achieving enterprise-level value'",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 70,
          "extraction": {
            "at": "2026-04-30 21:39:41.814818+00",
            "model": "claude-cli",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 6,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 14,
          "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": "Solution & Approach",
          "beatId": "019de055-5676-7485-8909-2537ce06eda0",
          "matchId": "019de055-559d-72bf-88b9-c90a81d2f55d",
          "beatType": null,
          "evidence": "Divider then 5 imperatives with embedded proofs",
          "position": 3,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 88
        },
        {
          "to": 15,
          "arc": {
            "name": "The Transformation Tale",
            "slug": "transformation-tale",
            "status": "active",
            "bestFor": "Sales presentations, product launches, fundraising",
            "canonId": "019dd956-6128-70fa-9bff-ab3c0b4ad09f",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Current Reality (Pain) -> Future Vision (Gain) -> The Bridge",
            "description": null,
            "familyLabel": null
          },
          "from": 5,
          "name": "The Bridge",
          "beatId": "019de055-57ac-758b-b58a-1f6a3a7d5be4",
          "matchId": "019de055-5711-758b-a853-695c60c64f8c",
          "beatType": null,
          "evidence": "5 imperatives + case studies form the bridge",
          "position": 3,
          "isPrimaryArc": false,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 55
        }
      ],
      "loops": [
        {
          "to": 15,
          "from": 5,
          "loop": {
            "name": "40_mece_breakdown",
            "slug": "40-mece-breakdown",
            "status": "active",
            "bestFor": "Problem structuring, ensuring completeness, strategic analysis",
            "canonId": "019dd956-763c-765e-8b68-6ee3ae1ef184",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Whole -> Category A (distinct) -> Category B (distinct) -> Category C (distinct) -> Complete Coverage",
            "description": "Divide a complex topic into mutually exclusive, collectively exhaustive categories",
            "familyLabel": null
          },
          "matchId": "019de055-5811-771f-bd8b-812e6e6d47e4",
          "evidence": "Section divider names 'five imperatives'; pp.6–15 deliver each one with paired case study",
          "position": 2,
          "objective": "Walk the five MECE imperatives, each proven by a case",
          "confidence": 85,
          "extraction": {
            "at": "2026-04-30 21:39:41.814818+00",
            "model": "claude-cli",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          }
        }
      ],
      "locked": true
    },
    {
      "page": 7,
      "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": 78,
        "componentCount": 8,
        "textChars": 3349,
        "nDataPoints": 0,
        "notes": null,
        "elementsJson": [
          "paragraph"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 17:43:52.193+00",
          "seconds": 4.88,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5e88-73ef-bd5c-dbfe56fadd00/7",
        "deck": "/decks/019dd923-5e88-73ef-bd5c-dbfe56fadd00",
        "deckAnchor": "/decks/019dd923-5e88-73ef-bd5c-dbfe56fadd00#slide-7",
        "deckJson": "/decks/019dd923-5e88-73ef-bd5c-dbfe56fadd00.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "Ecolab is ahead of the curve by setting a new benchmark on how to deliver innovation and sustained growth by reinventing an end-to-end value chain.",
          "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": "2026-04-25 12:00:16+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-41ab-72d9-bbba-5482a198c139",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.2,
            "x": 0.73,
            "y": 0.27
          },
          "kind": "list",
          "text": "Best-in-class customer experience\nImproved associate/sales representative experience\nMore time to focus on customers\nEstablish the core data and AI foundation",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:43:52.193+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "d4b9365b-545b-46fb-9753-2a215b567da4",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.2,
            "w": 0.2,
            "x": 0.04,
            "y": 0.38
          },
          "kind": "paragraph",
          "text": "Ecolab is a global sustainability leader offering water, hygiene and infection prevention solutions that protect people and the resources vital to life. After more than 100 years of driving growth and innovation, Ecolab has launched the “One Ecolab” program to unlock even greater market share and set themselves up for the next century of 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 17:43:52.193+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "7cd3007d-234f-4449-aa98-827860d93b9b",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.25,
            "w": 0.2,
            "x": 0.27,
            "y": 0.08
          },
          "kind": "paragraph",
          "text": "Ecolab is focused on cross-sell opportunities, a digitally enabled customer experience and a simplified overall associate experience, including among their large team of sales and service representatives. The Ecolab team started their journey with key questions: How can we help give our sales and services representatives more time in their day to sell even greater value to customers? How can we remove manual tasks from our teams so they can focus on bringing best-in-class solutions to our customers? How can we supercharge our ways of working with AI agents and leading-edge 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 17:43:52.193+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "95c9e4d7-90e1-4cd9-929c-eb06b9ac06d0",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.35,
            "w": 0.2,
            "x": 0.27,
            "y": 0.35
          },
          "kind": "paragraph",
          "text": "Of course, they’re focusing on areas that deliver maximum value. So instead of looking at AI use case pilots, optimizing for a specific pain point, or simply looking at one function at a time, their commercial and functional leaders selected an end-to-end value chain approach to unlock trapped value across business and functional domains—quickly tapping into the full value potential with AI. Ecolab analyzed an end-to-end process, called “Lead to Cash,” through the lens of AI reinvention. The Lead to Cash (L2C) process across the enterprise includes Lead to Order, Order to Invoice, and Invoice to Cash and was selected because it has the greatest impact on the overall customer experience and the associate/sales representative experience.",
          "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 17:43:52.193+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "fd38bd86-1707-4ce4-8db4-f19a0e8c2e75",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.8,
            "w": 0.2,
            "x": 0.5,
            "y": 0.08
          },
          "kind": "paragraph",
          "text": "Their journey is only beginning, but includes to-date: Process Reinvention: They have assembled a cross-functional team to start to explore how AI could enable parallel processes, process acceleration, process rationalization and enhanced data flow. The goal is to reimagine the process to remove current pain points and accelerate outcomes. AI Agents: Ecolab is thinking through how they could use AI agents to enhance collaboration and seamless execution: Utility agents automate routine, high frequency tasks, such as order validation, credit checks and invoicing, reducing manual effort and error rates. Super agents combine insights from multiple functions to optimize workflows like sales order management, billing accuracy and fulfillment planning. Orchestrator agents oversee end-to-end processes, bridging silos across sales, fulfillment and collections to drive collaboration and efficiency throughout the L2C cycle. Talent and Building New Capabilities: Ecolab is investing to build their service management capability within their global business services organization to continue evolving their AI capabilities. Operating Model: Ecolab developed a new AI operating model enabled through a collaboration between their Digital and Global Business Services (known as GBS+) teams.",
          "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 17:43:52.193+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "fe3b5b93-7cbd-4e20-b9fe-8f43ea45e6f7",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.2,
            "x": 0.04,
            "y": 0.13
          },
          "kind": "title",
          "text": "Ecolab: Reinventing an end-to-end value chain with AI agents",
          "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 17:43:52.193+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "47610cae-5c35-4329-a8db-e7c2d2d03775",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.1,
            "x": 0.73,
            "y": 0.08
          },
          "kind": "title",
          "text": "The Takeaway",
          "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 17:43:52.193+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "830057a4-506f-42ba-b42b-32bb14ed36cb",
          "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": "block",
          "agents": [
            "Storyteller"
          ],
          "matchId": "019de055-5d32-76ac-abdc-ddb25d388925",
          "evidence": "Background → AI approach → growth bridge in three columns",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 78,
          "extraction": {
            "at": "2026-04-30 21:39:41.814818+00",
            "model": "claude-cli",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 7,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "Storytelling Effect",
            "slug": "storytelling-effect",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-981b-74f9-9096-5c8df03dab5a",
            "version": 1,
            "bodyDocId": null,
            "description": "Stories are remembered up to 22x better than facts alone",
            "familyLabel": null,
            "categoryName": "Block",
            "categorySlug": "block"
          },
          "agent": "Storyteller",
          "layer": "block",
          "agents": [
            "Storyteller"
          ],
          "matchId": "019de055-5cff-70e9-b2f5-cb0be312ae26",
          "evidence": "Ecolab narrative case as proof of imperative 1",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 80,
          "extraction": {
            "at": "2026-04-30 21:39:41.814818+00",
            "model": "claude-cli",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 7,
          "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": "1d3bb4bb-4d22-425d-bcf8-01b672aabf0a",
          "evidence": "Their journey is only beginning, but includes to-date: Process Reinvention: They have assembled a cross-functional team to start to explore how AI could enable parallel processes, process acceleratio",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.5,
          "extraction": {
            "at": "2026-07-16 21:56:23.361565+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 7,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "Concrete Language",
            "slug": "concrete-language",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-bcd4-7398-9723-6aa72346170b",
            "version": 1,
            "bodyDocId": null,
            "description": "Using specific sensory details instead of abstract terms",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Storyteller",
          "layer": "slide",
          "agents": [
            "Storyteller"
          ],
          "matchId": "019de055-5d9b-71ab-8b97-f2eb3e6895d3",
          "evidence": "Specific 'AI agents', 'Lead-to-Cash' details",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 70,
          "extraction": {
            "at": "2026-04-30 21:39:41.814818+00",
            "model": "claude-cli",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 7,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "Social Proof",
            "slug": "social-proof",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-990d-7620-82b3-6dd286f34568",
            "version": 1,
            "bodyDocId": null,
            "description": "People adapt behavior based on what others do - show adoption and testimonials",
            "familyLabel": null,
            "categoryName": "Block",
            "categorySlug": "block"
          },
          "agent": "Storyteller",
          "layer": "slide",
          "agents": [
            "Storyteller"
          ],
          "matchId": "019de055-5d68-76aa-b5b4-20331899e79e",
          "evidence": "Named real-client (Ecolab) reinventing Lead-to-Cash",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 80,
          "extraction": {
            "at": "2026-04-30 21:39:41.814818+00",
            "model": "claude-cli",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 7,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 14,
          "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": "Solution & Approach",
          "beatId": "019de055-5676-7485-8909-2537ce06eda0",
          "matchId": "019de055-559d-72bf-88b9-c90a81d2f55d",
          "beatType": null,
          "evidence": "Divider then 5 imperatives with embedded proofs",
          "position": 3,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 88
        },
        {
          "to": 15,
          "arc": {
            "name": "The Transformation Tale",
            "slug": "transformation-tale",
            "status": "active",
            "bestFor": "Sales presentations, product launches, fundraising",
            "canonId": "019dd956-6128-70fa-9bff-ab3c0b4ad09f",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Current Reality (Pain) -> Future Vision (Gain) -> The Bridge",
            "description": null,
            "familyLabel": null
          },
          "from": 5,
          "name": "The Bridge",
          "beatId": "019de055-57ac-758b-b58a-1f6a3a7d5be4",
          "matchId": "019de055-5711-758b-a853-695c60c64f8c",
          "beatType": null,
          "evidence": "5 imperatives + case studies form the bridge",
          "position": 3,
          "isPrimaryArc": false,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 55
        }
      ],
      "loops": [
        {
          "to": 15,
          "from": 5,
          "loop": {
            "name": "40_mece_breakdown",
            "slug": "40-mece-breakdown",
            "status": "active",
            "bestFor": "Problem structuring, ensuring completeness, strategic analysis",
            "canonId": "019dd956-763c-765e-8b68-6ee3ae1ef184",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Whole -> Category A (distinct) -> Category B (distinct) -> Category C (distinct) -> Complete Coverage",
            "description": "Divide a complex topic into mutually exclusive, collectively exhaustive categories",
            "familyLabel": null
          },
          "matchId": "019de055-5811-771f-bd8b-812e6e6d47e4",
          "evidence": "Section divider names 'five imperatives'; pp.6–15 deliver each one with paired case study",
          "position": 2,
          "objective": "Walk the five MECE imperatives, each proven by a case",
          "confidence": 85,
          "extraction": {
            "at": "2026-04-30 21:39:41.814818+00",
            "model": "claude-cli",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          }
        }
      ],
      "locked": true
    },
    {
      "page": 8,
      "type": "setup",
      "title": "The slide uses a three-column layout to discuss agents, organizational redesign, and skills, with a key metric callout.",
      "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": 78,
        "componentCount": 8,
        "textChars": 1130,
        "nDataPoints": 3,
        "notes": "The slide uses a three-column layout to discuss agents, organizational redesign, and skills, with a key metric callout.",
        "elementsJson": [
          "headline_text",
          "paragraph",
          "big_number"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 17:43:53.971+00",
          "seconds": 6.548,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5e88-73ef-bd5c-dbfe56fadd00/8",
        "deck": "/decks/019dd923-5e88-73ef-bd5c-dbfe56fadd00",
        "deckAnchor": "/decks/019dd923-5e88-73ef-bd5c-dbfe56fadd00#slide-8",
        "deckJson": "/decks/019dd923-5e88-73ef-bd5c-dbfe56fadd00.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "3X more gen AI budgets are spent on technology than on people.",
          "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": "2026-04-25 12:00:21+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-41ab-72d9-bbbb-37ea379617bc",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.3,
            "w": 0.22,
            "x": 0.28,
            "y": 0.25
          },
          "kind": "list",
          "text": "Utility agents: Perform routine, high-frequency tasks that enhance operational efficiency. Super agents: Combine multiple functions, synthesizing data to drive strategic workflows. Orchestrator agents: Oversee end-to-end processes, breaking down silos.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:43:53.971+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "b919d093-3b0a-4f6c-aefb-f0310398cdd3",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.2,
            "w": 0.2,
            "x": 0.52,
            "y": 0.4
          },
          "kind": "metric",
          "text": "3X more gen AI budgets are spent on technology than on people.",
          "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 17:43:53.971+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "30ee3499-d941-4d93-adae-5a61230ad9a8",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "Gen AI budget allocation: 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": {
              "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": "2026-04-25 12:00:21+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-41ab-72d9-bbbb-3bb142dc64dd",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.2,
            "w": 0.22,
            "x": 0.52,
            "y": 0.13
          },
          "kind": "paragraph",
          "text": "Redesign organizations: Finally, as jobs change, so will organizational structures. The real value comes in redefining jobs and rewiring organizations to support fundamentally different processes and ways of working.",
          "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 17:43:53.971+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "777e0ce5-1c95-41c0-8bf6-9bb36c8794e2",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.25,
            "w": 0.22,
            "x": 0.05,
            "y": 0.25
          },
          "kind": "paragraph",
          "text": "Securing real value will require fundamentally changing work and learning how to work differently. Last year, we reported 44% of working hours will change as a result of gen AI. Only 35% of executives report having a roadmap for how gen AI will reshape their workforce.",
          "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 17:43:53.971+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "c877b62b-5114-4a9e-8d5b-748e2b5090c7",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.3,
            "w": 0.22,
            "x": 0.28,
            "y": 0.6
          },
          "kind": "paragraph",
          "text": "Reshape skills and talent: The rapid pace of technological change has reduced the half-life of skills to less than five years, demanding a shift from static job roles to dynamic, skills-based strategies.",
          "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 17:43:53.971+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "ffa2125f-c6f6-4450-9ce3-391668094a89",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.1,
            "w": 0.25,
            "x": 0.05,
            "y": 0.13
          },
          "kind": "title",
          "text": "2. Reinvent talent and ways of working",
          "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 17:43:53.971+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "11ab7659-03d5-4d29-9f48-8ffd55047cb0",
          "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": "b7495c9a-0792-4524-87f6-a9666caa0472",
          "evidence": "Utility agents: Perform routine, high-frequency tasks that enhance operational efficiency. Super agents: Combine multiple functions, synthesizing data to drive strategic workflows. Orchestrator agents: Overs",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.5,
          "extraction": {
            "at": "2026-07-16 21:56:23.427967+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": "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": "019de055-5dcd-707c-9b39-81dbdb59fd99",
          "evidence": "'2. Reinvent talent and ways of working' states action",
          "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": 90,
          "extraction": {
            "at": "2026-04-30 21:39:41.814818+00",
            "model": "claude-cli",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 8,
          "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": "Anchoring Bias",
            "slug": "anchoring-bias",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-9254-73de-8f1b-c7250f8f4c9c",
            "version": 1,
            "bodyDocId": null,
            "description": "First piece of information becomes reference point for all subsequent judgments",
            "familyLabel": null,
            "categoryName": "Block",
            "categorySlug": "block"
          },
          "agent": "Architect",
          "layer": "slide",
          "agents": [
            "Architect",
            "Storyteller"
          ],
          "matchId": "019de055-5dff-756b-88a0-dc1e994f6975",
          "evidence": "Big-number '3X more spent on tech than people'",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 80,
          "extraction": {
            "at": "2026-04-30 21:39:41.814818+00",
            "model": "claude-cli",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 8,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "Contrast Principle",
            "slug": "contrast-principle",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-bf0f-73ae-b9df-e60508cdaa65",
            "version": 1,
            "bodyDocId": null,
            "description": "Higher visual weight draws attention - use contrast strategically for emphasis",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Designer",
          "layer": "slide",
          "agents": [
            "Designer"
          ],
          "matchId": "019de055-5e32-734b-91e1-a78dbee7ec4d",
          "evidence": "Tech investment vs people investment juxtaposed",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 80,
          "extraction": {
            "at": "2026-04-30 21:39:41.814818+00",
            "model": "claude-cli",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 8,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "frameworks": [
        {
          "matchId": "019de055-6562-766e-bb5c-0b1e9ea08d90",
          "evidence": "Description references three-level agent framework for Gen AI",
          "framework": null,
          "confidence": 65,
          "extraction": {
            "at": "2026-04-30 21:39:41.814818+00",
            "model": "claude-cli",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 8,
          "frameworkName": "Three-Level Agent Framework"
        }
      ],
      "arcBeats": [
        {
          "to": 14,
          "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": "Solution & Approach",
          "beatId": "019de055-5676-7485-8909-2537ce06eda0",
          "matchId": "019de055-559d-72bf-88b9-c90a81d2f55d",
          "beatType": null,
          "evidence": "Divider then 5 imperatives with embedded proofs",
          "position": 3,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 88
        },
        {
          "to": 15,
          "arc": {
            "name": "The Transformation Tale",
            "slug": "transformation-tale",
            "status": "active",
            "bestFor": "Sales presentations, product launches, fundraising",
            "canonId": "019dd956-6128-70fa-9bff-ab3c0b4ad09f",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Current Reality (Pain) -> Future Vision (Gain) -> The Bridge",
            "description": null,
            "familyLabel": null
          },
          "from": 5,
          "name": "The Bridge",
          "beatId": "019de055-57ac-758b-b58a-1f6a3a7d5be4",
          "matchId": "019de055-5711-758b-a853-695c60c64f8c",
          "beatType": null,
          "evidence": "5 imperatives + case studies form the bridge",
          "position": 3,
          "isPrimaryArc": false,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 55
        }
      ],
      "loops": [
        {
          "to": 15,
          "from": 5,
          "loop": {
            "name": "40_mece_breakdown",
            "slug": "40-mece-breakdown",
            "status": "active",
            "bestFor": "Problem structuring, ensuring completeness, strategic analysis",
            "canonId": "019dd956-763c-765e-8b68-6ee3ae1ef184",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Whole -> Category A (distinct) -> Category B (distinct) -> Category C (distinct) -> Complete Coverage",
            "description": "Divide a complex topic into mutually exclusive, collectively exhaustive categories",
            "familyLabel": null
          },
          "matchId": "019de055-5811-771f-bd8b-812e6e6d47e4",
          "evidence": "Section divider names 'five imperatives'; pp.6–15 deliver each one with paired case study",
          "position": 2,
          "objective": "Walk the five MECE imperatives, each proven by a case",
          "confidence": 85,
          "extraction": {
            "at": "2026-04-30 21:39:41.814818+00",
            "model": "claude-cli",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          }
        }
      ],
      "locked": true
    },
    {
      "page": 9,
      "type": "evidence",
      "title": "The slide follows a classic 'Challenge-Solution-Results' narrative structure.",
      "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": 87,
        "componentCount": 9,
        "textChars": 1616,
        "nDataPoints": 6,
        "notes": "The slide follows a classic 'Challenge-Solution-Results' narrative structure.",
        "elementsJson": [
          "headline_text",
          "paragraph"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 17:43:51.022+00",
          "seconds": 3.347,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5e88-73ef-bd5c-dbfe56fadd00/9",
        "deck": "/decks/019dd923-5e88-73ef-bd5c-dbfe56fadd00",
        "deckAnchor": "/decks/019dd923-5e88-73ef-bd5c-dbfe56fadd00#slide-9",
        "deckJson": "/decks/019dd923-5e88-73ef-bd5c-dbfe56fadd00.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "Accenture's M+C reinvention provides a blueprint for how organizations can redesign work and reshape the workforce to support people and AI agents in working together effectively.",
          "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": "2026-04-25 12:00:17+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-41ab-72d9-bbba-9e17e289a470",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "speed-to-market: 25-55%",
          "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": "2026-04-25 12:00:17+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-41ab-72d9-bbba-a012ee1f3df2",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.2,
            "x": 0.05,
            "y": 0.43
          },
          "kind": "paragraph",
          "text": "As organizations seek to realize the promise of AI, many are viewing it as a tool to automate or augment the existing work routines. The real power of AI, including gen AI, comes when we think of it as a catalyst to reinvent work routines in their entirety.",
          "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 17:43:51.022+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "40b96ca2-7092-46db-9fb8-2e227d4b19be",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.25,
            "w": 0.2,
            "x": 0.28,
            "y": 0.08
          },
          "kind": "paragraph",
          "text": "The Challenge: As Accenture scaled to nearly 800,000 employees, our M+C function faced our own reality: We have a complex organization of five service groups, thirteen industry groups, in three markets and dozens of marketing activities.",
          "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 17:43:51.022+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "521c82c0-09ba-41c5-9f75-4ba37308570e",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.2,
            "x": 0.75,
            "y": 0.43
          },
          "kind": "paragraph",
          "text": "The Results: In addition to improving our external brand value by 25%, we have contributed to improved profitability. We have reduced manual tasks by approximately 30% and we have improved speed-to-market in the range of 25-55%.",
          "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 17:43:51.022+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "5dfe44f9-ba8c-47ed-a9e8-765c51076bb1",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.2,
            "x": 0.05,
            "y": 0.65
          },
          "kind": "paragraph",
          "text": "Accenture's own Marketing + Communications (M+C) function provides a case study in how AI-driven reinvention can support business growth and enhance employee engagement while concurrently improving operational efficiency.",
          "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 17:43:51.022+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "6df14a69-2c91-49a7-82f2-4c17c1499cf1",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.2,
            "w": 0.2,
            "x": 0.28,
            "y": 0.71
          },
          "kind": "paragraph",
          "text": "The Solution: Accenture M+C began by looking closely at the reinvention of work. We went deep into understanding where time was spent and what outcomes it produced. We centralized our data. We redesigned our processes.",
          "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 17:43:51.022+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "9dbc11d0-2a83-416a-92e9-592e68835990",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.1,
            "w": 0.2,
            "x": 0.52,
            "y": 0.15
          },
          "kind": "paragraph",
          "text": "In this first wave of our reinvention, we reduced internal communications by 60% and external content by 50%, while improving our external brand value by 25%.",
          "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 17:43:51.022+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "e0c3303d-600a-409b-b496-b5bb6ab3966d",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.25,
            "w": 0.2,
            "x": 0.05,
            "y": 0.08
          },
          "kind": "title",
          "text": "Accenture: Reinventing marketing and communications to fuel innovation and free human potential",
          "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 17:43:51.022+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "8b2e8cab-1e6f-46ed-ae65-9ef0f7ebc68a",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "Concrete Language",
            "slug": "concrete-language",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-bcd4-7398-9723-6aa72346170b",
            "version": 1,
            "bodyDocId": null,
            "description": "Using specific sensory details instead of abstract terms",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Storyteller",
          "layer": "slide",
          "agents": [
            "Storyteller"
          ],
          "matchId": "019de055-5f0b-7168-8043-4f76eb5537ce",
          "evidence": "Specific metrics: 60% comms, 25-55% speed-to-market",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 80,
          "extraction": {
            "at": "2026-04-30 21:39:41.814818+00",
            "model": "claude-cli",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 9,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "IKEA Effect",
            "slug": "ikea-effect",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-c49f-706b-bdc5-e54c66fd2e81",
            "version": 1,
            "bodyDocId": null,
            "description": "People value things more when they participated in creating them - co-creation moments",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Storyteller",
          "layer": "slide",
          "agents": [
            "Storyteller"
          ],
          "matchId": "019de055-5f3b-762c-895b-61f59e77c6e5",
          "evidence": "Accenture eats own dog food = invested credibility",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 60,
          "extraction": {
            "at": "2026-04-30 21:39:41.814818+00",
            "model": "claude-cli",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 9,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "Social Proof",
            "slug": "social-proof",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-990d-7620-82b3-6dd286f34568",
            "version": 1,
            "bodyDocId": null,
            "description": "People adapt behavior based on what others do - show adoption and testimonials",
            "familyLabel": null,
            "categoryName": "Block",
            "categorySlug": "block"
          },
          "agent": "Storyteller",
          "layer": "slide",
          "agents": [
            "Storyteller"
          ],
          "matchId": "019de055-5ed9-703c-8ae6-4932b8d9115d",
          "evidence": "Internal Accenture transformation as evidence",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 80,
          "extraction": {
            "at": "2026-04-30 21:39:41.814818+00",
            "model": "claude-cli",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 9,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "Storytelling Effect",
            "slug": "storytelling-effect",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-981b-74f9-9096-5c8df03dab5a",
            "version": 1,
            "bodyDocId": null,
            "description": "Stories are remembered up to 22x better than facts alone",
            "familyLabel": null,
            "categoryName": "Block",
            "categorySlug": "block"
          },
          "agent": "Storyteller",
          "layer": "slide",
          "agents": [
            "Storyteller"
          ],
          "matchId": "019de055-5ea7-70ee-86a8-22e58827363d",
          "evidence": "Accenture M+C narrative: Challenge → Solution → Results",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 85,
          "extraction": {
            "at": "2026-04-30 21:39:41.814818+00",
            "model": "claude-cli",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 9,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "frameworks": [
        {
          "matchId": "9c5da913-fd31-44e1-af7e-0e8288e3ae3e",
          "evidence": "The slide structure contrasts the 'Challenge' (before) with the 'Solution' and 'Results' (after).",
          "framework": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-05-02 17:43:51.022+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 9,
          "frameworkName": "before-after-bridge"
        }
      ],
      "arcBeats": [
        {
          "to": 14,
          "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": "Solution & Approach",
          "beatId": "019de055-5676-7485-8909-2537ce06eda0",
          "matchId": "019de055-559d-72bf-88b9-c90a81d2f55d",
          "beatType": null,
          "evidence": "Divider then 5 imperatives with embedded proofs",
          "position": 3,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 88
        },
        {
          "to": 15,
          "arc": {
            "name": "The Transformation Tale",
            "slug": "transformation-tale",
            "status": "active",
            "bestFor": "Sales presentations, product launches, fundraising",
            "canonId": "019dd956-6128-70fa-9bff-ab3c0b4ad09f",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Current Reality (Pain) -> Future Vision (Gain) -> The Bridge",
            "description": null,
            "familyLabel": null
          },
          "from": 5,
          "name": "The Bridge",
          "beatId": "019de055-57ac-758b-b58a-1f6a3a7d5be4",
          "matchId": "019de055-5711-758b-a853-695c60c64f8c",
          "beatType": null,
          "evidence": "5 imperatives + case studies form the bridge",
          "position": 3,
          "isPrimaryArc": false,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 55
        }
      ],
      "loops": [
        {
          "to": 15,
          "from": 5,
          "loop": {
            "name": "40_mece_breakdown",
            "slug": "40-mece-breakdown",
            "status": "active",
            "bestFor": "Problem structuring, ensuring completeness, strategic analysis",
            "canonId": "019dd956-763c-765e-8b68-6ee3ae1ef184",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Whole -> Category A (distinct) -> Category B (distinct) -> Category C (distinct) -> Complete Coverage",
            "description": "Divide a complex topic into mutually exclusive, collectively exhaustive categories",
            "familyLabel": null
          },
          "matchId": "019de055-5811-771f-bd8b-812e6e6d47e4",
          "evidence": "Section divider names 'five imperatives'; pp.6–15 deliver each one with paired case study",
          "position": 2,
          "objective": "Walk the five MECE imperatives, each proven by a case",
          "confidence": 85,
          "extraction": {
            "at": "2026-04-30 21:39:41.814818+00",
            "model": "claude-cli",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          }
        }
      ],
      "locked": true
    },
    {
      "page": 10,
      "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": "dense",
        "densityScore": 64,
        "componentCount": 7,
        "textChars": 727,
        "nDataPoints": 1,
        "notes": null,
        "elementsJson": [
          "headline_text",
          "paragraph",
          "big_number",
          "callout_box"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 17:43:50.413+00",
          "seconds": 2.721,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5e88-73ef-bd5c-dbfe56fadd00/10",
        "deck": "/decks/019dd923-5e88-73ef-bd5c-dbfe56fadd00",
        "deckAnchor": "/decks/019dd923-5e88-73ef-bd5c-dbfe56fadd00#slide-10",
        "deckJson": "/decks/019dd923-5e88-73ef-bd5c-dbfe56fadd00.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "Organizations that are creating enterprise-level value are 2.9x more likely to have a comprehensive data strategy to support their gen AI efforts.",
          "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": "2026-04-25 12:00:17+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-41ab-72d9-bbba-842bd792d030",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.6,
            "w": 0.25,
            "x": 0.38,
            "y": 0.15
          },
          "kind": "list",
          "text": "Build an adaptive stack of AI capabilities supported by agentic architecture; Invest in proprietary data to establish competitive advantage; Develop flexible, modular architectures.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:43:50.413+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "fec23589-ad53-4414-86d4-b040a834e0d2",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.1,
            "x": 0.52,
            "y": 0.13
          },
          "kind": "metric",
          "text": "2.9X",
          "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 17:43:50.413+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "bab1fa44-4917-4641-b3a6-72bea3bd9194",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "Likelihood of enterprise-level value: 2.9x",
          "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": "2026-04-25 12:00:17+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-41ab-72d9-bbba-8a356ce21716",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.25,
            "x": 0.07,
            "y": 0.25
          },
          "kind": "paragraph",
          "text": "A strong digital core is essential for gen AI deployment, but achieving differentiated value requires organizations to design advanced, adaptable digital ecosystems.",
          "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 17:43:50.413+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "88346052-25c3-4e89-b9ab-42cb87df0c57",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.25,
            "x": 0.52,
            "y": 0.21
          },
          "kind": "paragraph",
          "text": "Organizations that are creating enterprise-level value are 2.9x more likely to have a comprehensive data strategy to support their gen AI efforts.",
          "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 17:43:50.413+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "97269f45-e95b-4267-9a74-8a68a1eba999",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.25,
            "x": 0.07,
            "y": 0.13
          },
          "kind": "title",
          "text": "3. Build an AI-enabled, secure digital core",
          "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 17:43:50.413+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "96deb13f-1469-4a5d-bef5-9f1789fa810f",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "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": "019de055-5f6d-77f5-a3cc-f650596be2bf",
          "evidence": "'3. Build an AI-enabled, secure digital core' is action",
          "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": 90,
          "extraction": {
            "at": "2026-04-30 21:39:41.814818+00",
            "model": "claude-cli",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 10,
          "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": "Anchoring Bias",
            "slug": "anchoring-bias",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-9254-73de-8f1b-c7250f8f4c9c",
            "version": 1,
            "bodyDocId": null,
            "description": "First piece of information becomes reference point for all subsequent judgments",
            "familyLabel": null,
            "categoryName": "Block",
            "categorySlug": "block"
          },
          "agent": "Architect",
          "layer": "slide",
          "agents": [
            "Architect",
            "Storyteller"
          ],
          "matchId": "019de055-5f9f-77bd-bc70-e48a3b1cc361",
          "evidence": "Big-number '2.9x more likely to have data strategy'",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 80,
          "extraction": {
            "at": "2026-04-30 21:39:41.814818+00",
            "model": "claude-cli",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 10,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "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": "389556f6-24fa-4b1c-a00f-b9d2e593deb3",
          "evidence": "A strong digital core is essential for gen AI deployment, but achieving differentiated value requires organizations to design advanced, adaptable digital ecosystems.",
          "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": 0.6,
          "extraction": {
            "at": "2026-07-16 21:56:23.532055+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 10,
          "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": "Social Proof",
            "slug": "social-proof",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-990d-7620-82b3-6dd286f34568",
            "version": 1,
            "bodyDocId": null,
            "description": "People adapt behavior based on what others do - show adoption and testimonials",
            "familyLabel": null,
            "categoryName": "Block",
            "categorySlug": "block"
          },
          "agent": "Storyteller",
          "layer": "slide",
          "agents": [
            "Storyteller"
          ],
          "matchId": "019de055-5fd0-72e3-84b0-f4832abff71b",
          "evidence": "Stat about value-creating organizations",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 70,
          "extraction": {
            "at": "2026-04-30 21:39:41.814818+00",
            "model": "claude-cli",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 10,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 14,
          "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": "Solution & Approach",
          "beatId": "019de055-5676-7485-8909-2537ce06eda0",
          "matchId": "019de055-559d-72bf-88b9-c90a81d2f55d",
          "beatType": null,
          "evidence": "Divider then 5 imperatives with embedded proofs",
          "position": 3,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 88
        },
        {
          "to": 15,
          "arc": {
            "name": "The Transformation Tale",
            "slug": "transformation-tale",
            "status": "active",
            "bestFor": "Sales presentations, product launches, fundraising",
            "canonId": "019dd956-6128-70fa-9bff-ab3c0b4ad09f",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Current Reality (Pain) -> Future Vision (Gain) -> The Bridge",
            "description": null,
            "familyLabel": null
          },
          "from": 5,
          "name": "The Bridge",
          "beatId": "019de055-57ac-758b-b58a-1f6a3a7d5be4",
          "matchId": "019de055-5711-758b-a853-695c60c64f8c",
          "beatType": null,
          "evidence": "5 imperatives + case studies form the bridge",
          "position": 3,
          "isPrimaryArc": false,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 55
        }
      ],
      "loops": [
        {
          "to": 15,
          "from": 5,
          "loop": {
            "name": "40_mece_breakdown",
            "slug": "40-mece-breakdown",
            "status": "active",
            "bestFor": "Problem structuring, ensuring completeness, strategic analysis",
            "canonId": "019dd956-763c-765e-8b68-6ee3ae1ef184",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Whole -> Category A (distinct) -> Category B (distinct) -> Category C (distinct) -> Complete Coverage",
            "description": "Divide a complex topic into mutually exclusive, collectively exhaustive categories",
            "familyLabel": null
          },
          "matchId": "019de055-5811-771f-bd8b-812e6e6d47e4",
          "evidence": "Section divider names 'five imperatives'; pp.6–15 deliver each one with paired case study",
          "position": 2,
          "objective": "Walk the five MECE imperatives, each proven by a case",
          "confidence": 85,
          "extraction": {
            "at": "2026-04-30 21:39:41.814818+00",
            "model": "claude-cli",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          }
        }
      ],
      "locked": true
    },
    {
      "page": 11,
      "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": 91,
        "componentCount": 13,
        "textChars": 1751,
        "nDataPoints": 1,
        "notes": null,
        "elementsJson": [
          "paragraph",
          "photo"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 17:43:52.207+00",
          "seconds": 4.487,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5e88-73ef-bd5c-dbfe56fadd00/11",
        "deck": "/decks/019dd923-5e88-73ef-bd5c-dbfe56fadd00",
        "deckAnchor": "/decks/019dd923-5e88-73ef-bd5c-dbfe56fadd00#slide-11",
        "deckJson": "/decks/019dd923-5e88-73ef-bd5c-dbfe56fadd00.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "Sempra's story illustrates how a secure, AI-enabled digital core can drive measurable enterprise value.",
          "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": "2026-04-25 12:00:20+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-41ab-72d9-bbbb-026aba320851",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.8,
            "w": 0.25,
            "x": 0.75,
            "y": 0.08
          },
          "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 17:43:52.207+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "a0c19731-9877-40c4-97f3-5175058f9de4",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.35,
            "w": 0.23,
            "x": 0.51,
            "y": 0.13
          },
          "kind": "list",
          "text": "Accelerated analysis: AI-driven models are significantly reducing time required to analyze and generate insights, sometimes up to ~90%. Enhanced operational efficiency: AI tools identify asset anomalies remotely. Improved customer experience: Generative AI-powered chatbots. Productivity gains: AI initiatives have delivered significant efficiency boosts.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:43:52.207+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "24947a40-ac77-48f6-a422-0b3b0f088c92",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.35,
            "w": 0.23,
            "x": 0.27,
            "y": 0.42
          },
          "kind": "list",
          "text": "Data mesh and proprietary data: Sempra developed a secure environment for data products. Responsible AI governance: A governance framework facilitated secure and ethical deployment. Modernized core applications: Critical systems were updated to integrate 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 17:43:52.207+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "e258531e-d6f9-4930-93b7-e97b297aec64",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "analysis time reduction: ~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": "2026-04-25 12:00:20+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-41ab-72d9-bbbb-0445f1efddf7",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.23,
            "x": 0.27,
            "y": 0.14
          },
          "kind": "paragraph",
          "text": "The Sempra utilities faced a critical challenge: scaling AI to meet the demands of a rapidly evolving energy economy, while continuing to deliver clean, reliable and affordable energy. Legacy systems, siloed data and strict regulatory requirements are challenges to implement AI solutions at 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 17:43:52.207+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "248de722-2e17-4408-9bad-596c2f4185f9",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.2,
            "w": 0.23,
            "x": 0.51,
            "y": 0.63
          },
          "kind": "paragraph",
          "text": "Sempra's story illustrates how a secure, AI-enabled digital core can drive measurable enterprise value. By leveraging proprietary data, implementing responsible AI governance and modernizing core applications, Sempra has set a benchmark for innovation in the utilities 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 17:43:52.207+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "bde22fce-e785-42f9-b588-77ebafea17f8",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.25,
            "w": 0.23,
            "x": 0.04,
            "y": 0.38
          },
          "kind": "paragraph",
          "text": "Scaling AI for enterprise-wide impact requires a robust and secure digital core. Sempra's two California utilities, SoCalGas and San Diego Gas & Electric, demonstrate how modernizing core applications, leveraging proprietary data and implementing responsible AI governance can unlock transformative outcomes.",
          "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 17:43:52.207+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "e2d589a7-ba9b-4f24-8a9c-dc570feebad4",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.1,
            "x": 0.51,
            "y": 0.58
          },
          "kind": "title",
          "text": "The Takeaway",
          "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 17:43:52.207+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "254e9dd2-7b0a-464f-88b2-eb9062f8120a",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.23,
            "x": 0.04,
            "y": 0.13
          },
          "kind": "title",
          "text": "Sempra: Building a secure, AI-enabled digital core to deliver cleaner 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 17:43:52.207+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "30cf3c70-00e3-48f9-8ff6-59d3d0246dbe",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.1,
            "x": 0.51,
            "y": 0.08
          },
          "kind": "title",
          "text": "The Results",
          "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 17:43:52.207+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "55e07414-8d9c-419a-987e-10a07980ac00",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.1,
            "x": 0.27,
            "y": 0.08
          },
          "kind": "title",
          "text": "The Challenge",
          "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 17:43:52.207+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "785fded6-2901-4d2d-a65b-b60ade0f9d57",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.1,
            "x": 0.27,
            "y": 0.37
          },
          "kind": "title",
          "text": "The Solution",
          "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 17:43:52.207+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "c740467e-8682-40ac-a069-80c0f8545156",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "Concrete Language",
            "slug": "concrete-language",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-bcd4-7398-9723-6aa72346170b",
            "version": 1,
            "bodyDocId": null,
            "description": "Using specific sensory details instead of abstract terms",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Storyteller",
          "layer": "slide",
          "agents": [
            "Storyteller"
          ],
          "matchId": "019de055-60b3-761f-970d-cf8d8a7a3c29",
          "evidence": "Specific ~90% analysis-time reduction",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 80,
          "extraction": {
            "at": "2026-04-30 21:39:41.814818+00",
            "model": "claude-cli",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 11,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "Social Proof",
            "slug": "social-proof",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-990d-7620-82b3-6dd286f34568",
            "version": 1,
            "bodyDocId": null,
            "description": "People adapt behavior based on what others do - show adoption and testimonials",
            "familyLabel": null,
            "categoryName": "Block",
            "categorySlug": "block"
          },
          "agent": "Storyteller",
          "layer": "slide",
          "agents": [
            "Storyteller"
          ],
          "matchId": "019de055-6034-727a-ac25-e85845a05dd6",
          "evidence": "Named utility client transforming with digital core",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 80,
          "extraction": {
            "at": "2026-04-30 21:39:41.814818+00",
            "model": "claude-cli",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 11,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "Storytelling Effect",
            "slug": "storytelling-effect",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-981b-74f9-9096-5c8df03dab5a",
            "version": 1,
            "bodyDocId": null,
            "description": "Stories are remembered up to 22x better than facts alone",
            "familyLabel": null,
            "categoryName": "Block",
            "categorySlug": "block"
          },
          "agent": "Storyteller",
          "layer": "slide",
          "agents": [
            "Storyteller"
          ],
          "matchId": "019de055-6003-714a-bce4-a0dd07910382",
          "evidence": "Sempra Challenge-Solution-Results case narrative",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 85,
          "extraction": {
            "at": "2026-04-30 21:39:41.814818+00",
            "model": "claude-cli",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 11,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 14,
          "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": "Solution & Approach",
          "beatId": "019de055-5676-7485-8909-2537ce06eda0",
          "matchId": "019de055-559d-72bf-88b9-c90a81d2f55d",
          "beatType": null,
          "evidence": "Divider then 5 imperatives with embedded proofs",
          "position": 3,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 88
        },
        {
          "to": 15,
          "arc": {
            "name": "The Transformation Tale",
            "slug": "transformation-tale",
            "status": "active",
            "bestFor": "Sales presentations, product launches, fundraising",
            "canonId": "019dd956-6128-70fa-9bff-ab3c0b4ad09f",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Current Reality (Pain) -> Future Vision (Gain) -> The Bridge",
            "description": null,
            "familyLabel": null
          },
          "from": 5,
          "name": "The Bridge",
          "beatId": "019de055-57ac-758b-b58a-1f6a3a7d5be4",
          "matchId": "019de055-5711-758b-a853-695c60c64f8c",
          "beatType": null,
          "evidence": "5 imperatives + case studies form the bridge",
          "position": 3,
          "isPrimaryArc": false,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 55
        }
      ],
      "loops": [
        {
          "to": 15,
          "from": 5,
          "loop": {
            "name": "40_mece_breakdown",
            "slug": "40-mece-breakdown",
            "status": "active",
            "bestFor": "Problem structuring, ensuring completeness, strategic analysis",
            "canonId": "019dd956-763c-765e-8b68-6ee3ae1ef184",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Whole -> Category A (distinct) -> Category B (distinct) -> Category C (distinct) -> Complete Coverage",
            "description": "Divide a complex topic into mutually exclusive, collectively exhaustive categories",
            "familyLabel": null
          },
          "matchId": "019de055-5811-771f-bd8b-812e6e6d47e4",
          "evidence": "Section divider names 'five imperatives'; pp.6–15 deliver each one with paired case study",
          "position": 2,
          "objective": "Walk the five MECE imperatives, each proven by a case",
          "confidence": 85,
          "extraction": {
            "at": "2026-04-30 21:39:41.814818+00",
            "model": "claude-cli",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          }
        }
      ],
      "locked": true
    },
    {
      "page": 12,
      "type": "resolution",
      "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": 68,
        "componentCount": 7,
        "textChars": 934,
        "nDataPoints": 1,
        "notes": null,
        "elementsJson": [
          "headline_text",
          "paragraph",
          "big_number"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 17:43:51.237+00",
          "seconds": 3.239,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5e88-73ef-bd5c-dbfe56fadd00/12",
        "deck": "/decks/019dd923-5e88-73ef-bd5c-dbfe56fadd00",
        "deckAnchor": "/decks/019dd923-5e88-73ef-bd5c-dbfe56fadd00#slide-12",
        "deckJson": "/decks/019dd923-5e88-73ef-bd5c-dbfe56fadd00.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "Organizations that are creating enterprise-level value are 2.7x more likely to have responsible AI principles and governance in place across the gen AI lifecycle.",
          "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": "2026-04-25 12:00:17+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-41ab-72d9-bbba-b487b334ab01",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.6,
            "w": 0.25,
            "x": 0.36,
            "y": 0.13
          },
          "kind": "list",
          "text": "To turn responsible AI into a source of value, organizations need to: Be responsible by design, Adopt a platform approach, Lead with a value mindset, Foster ecosystem collaboration.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:43:51.237+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "6158bb4d-2473-4058-8a77-cdecd0d44603",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.1,
            "x": 0.65,
            "y": 0.13
          },
          "kind": "metric",
          "text": "2.7X",
          "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 17:43:51.237+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "3e98bea7-2360-4072-a009-484d9543ad05",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "likelihood of responsible AI governance: 2.7X",
          "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": "2026-04-25 12:00:17+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-41ab-72d9-bbba-ba09c8a7b34d",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.25,
            "w": 0.25,
            "x": 0.65,
            "y": 0.22
          },
          "kind": "paragraph",
          "text": "Organizations that are creating enterprise-level value are 2.7x more likely to have responsible AI principles and governance in place across the gen AI lifecycle.",
          "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 17:43:51.237+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "14e7fb22-598c-41ae-b2fa-cb4beba183d3",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.25,
            "x": 0.07,
            "y": 0.25
          },
          "kind": "paragraph",
          "text": "Responsible AI is often viewed as a compliance requirement or a regulatory obligation. But its benefits go far beyond risk mitigation, accelerating decision-making and value creation. Organizations that are creating enterprise-level value are 2.7x more likely to have responsible AI principles and governance in place across the gen AI lifecycle.",
          "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 17:43:51.237+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "6e7a3402-3491-4723-8f88-3955e5e1ddca",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.25,
            "x": 0.07,
            "y": 0.13
          },
          "kind": "title",
          "text": "4. Close the gap on responsible 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 17:43:51.237+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "36169cde-6fc2-4408-9dd7-c381f47aa030",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "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": "019de055-60e5-71ec-ac12-8405a873d9a5",
          "evidence": "'4. Close the gap on responsible AI' is the action",
          "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": 90,
          "extraction": {
            "at": "2026-04-30 21:39:41.814818+00",
            "model": "claude-cli",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 12,
          "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": "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": "ed8a6d77-cd33-44c4-b02b-19e0aeb0a67c",
          "evidence": "Responsible AI is often viewed as a compliance requirement or a regulatory obligation. But its benefits go far beyond risk mitigation, accelerating decision-making and value creation. Organizations t",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 21:56:23.635081+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 12,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "Anchoring Bias",
            "slug": "anchoring-bias",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-9254-73de-8f1b-c7250f8f4c9c",
            "version": 1,
            "bodyDocId": null,
            "description": "First piece of information becomes reference point for all subsequent judgments",
            "familyLabel": null,
            "categoryName": "Block",
            "categorySlug": "block"
          },
          "agent": "Architect",
          "layer": "slide",
          "agents": [
            "Architect",
            "Storyteller"
          ],
          "matchId": "019de055-6117-71c7-96ff-1cf38f11261c",
          "evidence": "Big-number '2.7x' governance principle stat",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 80,
          "extraction": {
            "at": "2026-04-30 21:39:41.814818+00",
            "model": "claude-cli",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 12,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "Framing Effect",
            "slug": "framing-effect",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-97be-77c8-8c04-5de78eaad0a1",
            "version": 1,
            "bodyDocId": null,
            "description": "How information is presented dramatically affects perception and decisions",
            "familyLabel": null,
            "categoryName": "Block",
            "categorySlug": "block"
          },
          "agent": "Architect",
          "layer": "slide",
          "agents": [
            "Architect",
            "Storyteller"
          ],
          "matchId": "019de055-614b-7789-aa18-b7b0148d6b14",
          "evidence": "Reframes responsible AI from compliance burden to value driver",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 70,
          "extraction": {
            "at": "2026-04-30 21:39:41.814818+00",
            "model": "claude-cli",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 12,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 14,
          "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": "Solution & Approach",
          "beatId": "019de055-5676-7485-8909-2537ce06eda0",
          "matchId": "019de055-559d-72bf-88b9-c90a81d2f55d",
          "beatType": null,
          "evidence": "Divider then 5 imperatives with embedded proofs",
          "position": 3,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 88
        },
        {
          "to": 15,
          "arc": {
            "name": "The Transformation Tale",
            "slug": "transformation-tale",
            "status": "active",
            "bestFor": "Sales presentations, product launches, fundraising",
            "canonId": "019dd956-6128-70fa-9bff-ab3c0b4ad09f",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Current Reality (Pain) -> Future Vision (Gain) -> The Bridge",
            "description": null,
            "familyLabel": null
          },
          "from": 5,
          "name": "The Bridge",
          "beatId": "019de055-57ac-758b-b58a-1f6a3a7d5be4",
          "matchId": "019de055-5711-758b-a853-695c60c64f8c",
          "beatType": null,
          "evidence": "5 imperatives + case studies form the bridge",
          "position": 3,
          "isPrimaryArc": false,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 55
        }
      ],
      "loops": [
        {
          "to": 15,
          "from": 5,
          "loop": {
            "name": "40_mece_breakdown",
            "slug": "40-mece-breakdown",
            "status": "active",
            "bestFor": "Problem structuring, ensuring completeness, strategic analysis",
            "canonId": "019dd956-763c-765e-8b68-6ee3ae1ef184",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Whole -> Category A (distinct) -> Category B (distinct) -> Category C (distinct) -> Complete Coverage",
            "description": "Divide a complex topic into mutually exclusive, collectively exhaustive categories",
            "familyLabel": null
          },
          "matchId": "019de055-5811-771f-bd8b-812e6e6d47e4",
          "evidence": "Section divider names 'five imperatives'; pp.6–15 deliver each one with paired case study",
          "position": 2,
          "objective": "Walk the five MECE imperatives, each proven by a case",
          "confidence": 85,
          "extraction": {
            "at": "2026-04-30 21:39:41.814818+00",
            "model": "claude-cli",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          }
        }
      ],
      "locked": true
    },
    {
      "page": 13,
      "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": 77,
        "componentCount": 8,
        "textChars": 1016,
        "nDataPoints": 3,
        "notes": null,
        "elementsJson": [
          "headline_text",
          "paragraph",
          "bullet_list"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 17:43:54.656+00",
          "seconds": 6.441,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5e88-73ef-bd5c-dbfe56fadd00/13",
        "deck": "/decks/019dd923-5e88-73ef-bd5c-dbfe56fadd00",
        "deckAnchor": "/decks/019dd923-5e88-73ef-bd5c-dbfe56fadd00#slide-13",
        "deckJson": "/decks/019dd923-5e88-73ef-bd5c-dbfe56fadd00.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "The bank's adoption of gen AI demonstrates how integrating governance, ethical principles and workforce engagement can support transformational value.",
          "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": "2026-04-25 12:00:18+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-41ab-72d9-bbba-cfc4394ad7af",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.35,
            "w": 0.23,
            "x": 0.52,
            "y": 0.48
          },
          "kind": "list",
          "text": "Reimagine work with gen AI: AI integration, Ethical oversight, Upskilling programs.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:43:54.656+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "5676932d-f53d-4320-b8d8-5ead1d30fd0a",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.35,
            "w": 0.23,
            "x": 0.28,
            "y": 0.08
          },
          "kind": "list",
          "text": "The Challenge: Complexity and scale, Regulatory demands, Workforce hesitation, Security 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 17:43:54.656+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "7f802a38-b21b-4c78-b151-672c42ce705d",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.55,
            "w": 0.23,
            "x": 0.76,
            "y": 0.08
          },
          "kind": "list",
          "text": "The Results: Enhanced productivity (40+ use cases, 3 days to 1), Significant cost savings, Stronger governance, Improved employee sentiment.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:43:54.656+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "83e1e576-82d3-4eda-babb-a29fdb151259",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.45,
            "w": 0.23,
            "x": 0.28,
            "y": 0.48
          },
          "kind": "list",
          "text": "The Solution: Embed responsible AI into the digital core, Ethical secure integration, Al guardrails from the start, Streamlined governance processes.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:43:54.656+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "f061f85e-8e31-462d-848a-eeaeb85e9e77",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.25,
            "w": 0.23,
            "x": 0.76,
            "y": 0.68
          },
          "kind": "paragraph",
          "text": "The Takeaway: The bank's adoption of gen AI demonstrates how integrating governance, ethical principles and workforce engagement can support transformational value.",
          "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 17:43:54.656+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "4e822cd6-c694-46ca-baee-133e991864b7",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.25,
            "w": 0.23,
            "x": 0.04,
            "y": 0.29
          },
          "kind": "paragraph",
          "text": "A leading bank is transforming the banking experience by integrating gen AI across its operations to streamline processes, improve productivity and enhance customer outcomes.",
          "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 17:43:54.656+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "64be7db9-1632-4c4f-91d3-4ef1ac280a80",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.12,
            "w": 0.23,
            "x": 0.04,
            "y": 0.13
          },
          "kind": "title",
          "text": "Leading bank: Scaling responsible AI for enterprise-wide value",
          "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 17:43:54.656+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "e1ad64dc-9f5a-4acd-bc93-bb06e7b50847",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "Concrete Language",
            "slug": "concrete-language",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-bcd4-7398-9723-6aa72346170b",
            "version": 1,
            "bodyDocId": null,
            "description": "Using specific sensory details instead of abstract terms",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Storyteller",
          "layer": "slide",
          "agents": [
            "Storyteller"
          ],
          "matchId": "019de055-61e9-77ec-992d-62a6ef5bd713",
          "evidence": "Specific governance, ethics, workforce details",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 65,
          "extraction": {
            "at": "2026-04-30 21:39:41.814818+00",
            "model": "claude-cli",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 13,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "Social Proof",
            "slug": "social-proof",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-990d-7620-82b3-6dd286f34568",
            "version": 1,
            "bodyDocId": null,
            "description": "People adapt behavior based on what others do - show adoption and testimonials",
            "familyLabel": null,
            "categoryName": "Block",
            "categorySlug": "block"
          },
          "agent": "Storyteller",
          "layer": "slide",
          "agents": [
            "Storyteller"
          ],
          "matchId": "019de055-61b4-719c-8a02-8adf4a8d2f39",
          "evidence": "Leading-bank case used as exemplar",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 75,
          "extraction": {
            "at": "2026-04-30 21:39:41.814818+00",
            "model": "claude-cli",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 13,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "Storytelling Effect",
            "slug": "storytelling-effect",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-981b-74f9-9096-5c8df03dab5a",
            "version": 1,
            "bodyDocId": null,
            "description": "Stories are remembered up to 22x better than facts alone",
            "familyLabel": null,
            "categoryName": "Block",
            "categorySlug": "block"
          },
          "agent": "Storyteller",
          "layer": "slide",
          "agents": [
            "Storyteller"
          ],
          "matchId": "019de055-6180-738a-9e81-aa71daed048c",
          "evidence": "Bank Challenge-Solution-Results narrative",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 80,
          "extraction": {
            "at": "2026-04-30 21:39:41.814818+00",
            "model": "claude-cli",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 13,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 14,
          "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": "Solution & Approach",
          "beatId": "019de055-5676-7485-8909-2537ce06eda0",
          "matchId": "019de055-559d-72bf-88b9-c90a81d2f55d",
          "beatType": null,
          "evidence": "Divider then 5 imperatives with embedded proofs",
          "position": 3,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 88
        },
        {
          "to": 15,
          "arc": {
            "name": "The Transformation Tale",
            "slug": "transformation-tale",
            "status": "active",
            "bestFor": "Sales presentations, product launches, fundraising",
            "canonId": "019dd956-6128-70fa-9bff-ab3c0b4ad09f",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Current Reality (Pain) -> Future Vision (Gain) -> The Bridge",
            "description": null,
            "familyLabel": null
          },
          "from": 5,
          "name": "The Bridge",
          "beatId": "019de055-57ac-758b-b58a-1f6a3a7d5be4",
          "matchId": "019de055-5711-758b-a853-695c60c64f8c",
          "beatType": null,
          "evidence": "5 imperatives + case studies form the bridge",
          "position": 3,
          "isPrimaryArc": false,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 55
        }
      ],
      "loops": [
        {
          "to": 15,
          "from": 5,
          "loop": {
            "name": "40_mece_breakdown",
            "slug": "40-mece-breakdown",
            "status": "active",
            "bestFor": "Problem structuring, ensuring completeness, strategic analysis",
            "canonId": "019dd956-763c-765e-8b68-6ee3ae1ef184",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Whole -> Category A (distinct) -> Category B (distinct) -> Category C (distinct) -> Complete Coverage",
            "description": "Divide a complex topic into mutually exclusive, collectively exhaustive categories",
            "familyLabel": null
          },
          "matchId": "019de055-5811-771f-bd8b-812e6e6d47e4",
          "evidence": "Section divider names 'five imperatives'; pp.6–15 deliver each one with paired case study",
          "position": 2,
          "objective": "Walk the five MECE imperatives, each proven by a case",
          "confidence": 85,
          "extraction": {
            "at": "2026-04-30 21:39:41.814818+00",
            "model": "claude-cli",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          }
        }
      ],
      "locked": true
    },
    {
      "page": 14,
      "type": "resolution",
      "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": 72,
        "componentCount": 7,
        "textChars": 1413,
        "nDataPoints": 1,
        "notes": null,
        "elementsJson": [
          "headline_text",
          "paragraph",
          "big_number",
          "callout_box"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 17:43:51.591+00",
          "seconds": 3.135,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5e88-73ef-bd5c-dbfe56fadd00/14",
        "deck": "/decks/019dd923-5e88-73ef-bd5c-dbfe56fadd00",
        "deckAnchor": "/decks/019dd923-5e88-73ef-bd5c-dbfe56fadd00#slide-14",
        "deckJson": "/decks/019dd923-5e88-73ef-bd5c-dbfe56fadd00.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "Companies with advanced change capabilities are 2.1x more likely to achieve successful 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": "2026-04-25 12:00:23+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-41ab-72d9-bbbb-5bf3f7369446",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.355,
            "w": 0.245,
            "x": 0.315,
            "y": 0.155
          },
          "kind": "list",
          "text": "In the era of gen AI, organizations need to: Recognize the change delta is significant; Set a clear ambition, linked to purpose and goals for value creation; Build continuous change as a core capability; Revamp your continuous change muscle—invest in experience design and two-way communication. Use data and behavioral approaches to understand and improve engagement; Put people at the heart of reinvention; Change the narrative about AI from automation and job loss to the opportunity to grow, innovate and differentiate in both customer and employee 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 17:43:51.591+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "0550b80c-f61a-424a-bed5-5d9f32198985",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.083,
            "w": 0.105,
            "x": 0.585,
            "y": 0.138
          },
          "kind": "metric",
          "text": "2.1X",
          "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 17:43:51.591+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "47adb828-f57e-490f-a013-f35e4d93307a",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "likelihood of successful transformation: 2.1x",
          "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": "2026-04-25 12:00:23+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-41ab-72d9-bbbb-5c49e33ca5de",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.155,
            "w": 0.215,
            "x": 0.585,
            "y": 0.215
          },
          "kind": "paragraph",
          "text": "Companies with advanced change capabilities are 2.1x more likely to achieve successful transformations.",
          "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 17:43:51.591+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "b888316a-48fa-44f9-b72e-e772f28c250d",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.258,
            "w": 0.245,
            "x": 0.046,
            "y": 0.258
          },
          "kind": "paragraph",
          "text": "Change will be continuous as both humans and intelligent agents learn. Fostering collaboration between people and AI requires leadership and a cultural shift. The conventional models that most companies rely on are not sufficient for the magnitude and continuous nature of gen AI-enabled reinvention. The ability to change—and to learn and work differently—will be a key differentiator between those accelerating reinvention and those struggling to keep pace. Companies with advanced change capabilities are 2.1x more likely to achieve successful transformations.",
          "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 17:43:51.591+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "f65e32bd-262b-4d2b-8d6d-2f427391190b",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.083,
            "w": 0.225,
            "x": 0.046,
            "y": 0.138
          },
          "kind": "title",
          "text": "5. Drive continuous reinvention",
          "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 17:43:51.591+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "777038e8-405c-4dee-afdf-2827bf13c327",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "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": "019de055-621b-7585-a215-a75ac79fa56e",
          "evidence": "'5. Drive continuous reinvention' as action",
          "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": 90,
          "extraction": {
            "at": "2026-04-30 21:39:41.814818+00",
            "model": "claude-cli",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 14,
          "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": "Anchoring Bias",
            "slug": "anchoring-bias",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-9254-73de-8f1b-c7250f8f4c9c",
            "version": 1,
            "bodyDocId": null,
            "description": "First piece of information becomes reference point for all subsequent judgments",
            "familyLabel": null,
            "categoryName": "Block",
            "categorySlug": "block"
          },
          "agent": "Architect",
          "layer": "slide",
          "agents": [
            "Architect",
            "Storyteller"
          ],
          "matchId": "019de055-624d-7418-bf09-47150087bf4c",
          "evidence": "Big-number '2.1x more likely to succeed' stat",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 80,
          "extraction": {
            "at": "2026-04-30 21:39:41.814818+00",
            "model": "claude-cli",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 14,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "Call to action",
            "slug": "call-to-action",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd9e1-4bbb-702a-9ead-82daf188bb7c",
            "version": 1,
            "bodyDocId": null,
            "description": "Explicit prescription of what the audience should do next.",
            "familyLabel": null,
            "categoryName": null,
            "categorySlug": null
          },
          "agent": null,
          "layer": "slide",
          "agents": null,
          "matchId": "9996ac0f-4551-4949-88fa-b13879aa5236",
          "evidence": "Companies with advanced change capabilities are 2.1x more likely to achieve successful transformations.",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 21:56:23.740066+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": 14,
          "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": "Solution & Approach",
          "beatId": "019de055-5676-7485-8909-2537ce06eda0",
          "matchId": "019de055-559d-72bf-88b9-c90a81d2f55d",
          "beatType": null,
          "evidence": "Divider then 5 imperatives with embedded proofs",
          "position": 3,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 88
        },
        {
          "to": 15,
          "arc": {
            "name": "The Transformation Tale",
            "slug": "transformation-tale",
            "status": "active",
            "bestFor": "Sales presentations, product launches, fundraising",
            "canonId": "019dd956-6128-70fa-9bff-ab3c0b4ad09f",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Current Reality (Pain) -> Future Vision (Gain) -> The Bridge",
            "description": null,
            "familyLabel": null
          },
          "from": 5,
          "name": "The Bridge",
          "beatId": "019de055-57ac-758b-b58a-1f6a3a7d5be4",
          "matchId": "019de055-5711-758b-a853-695c60c64f8c",
          "beatType": null,
          "evidence": "5 imperatives + case studies form the bridge",
          "position": 3,
          "isPrimaryArc": false,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 55
        }
      ],
      "loops": [
        {
          "to": 15,
          "from": 5,
          "loop": {
            "name": "40_mece_breakdown",
            "slug": "40-mece-breakdown",
            "status": "active",
            "bestFor": "Problem structuring, ensuring completeness, strategic analysis",
            "canonId": "019dd956-763c-765e-8b68-6ee3ae1ef184",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Whole -> Category A (distinct) -> Category B (distinct) -> Category C (distinct) -> Complete Coverage",
            "description": "Divide a complex topic into mutually exclusive, collectively exhaustive categories",
            "familyLabel": null
          },
          "matchId": "019de055-5811-771f-bd8b-812e6e6d47e4",
          "evidence": "Section divider names 'five imperatives'; pp.6–15 deliver each one with paired case study",
          "position": 2,
          "objective": "Walk the five MECE imperatives, each proven by a case",
          "confidence": 85,
          "extraction": {
            "at": "2026-04-30 21:39:41.814818+00",
            "model": "claude-cli",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          }
        }
      ],
      "locked": true
    },
    {
      "page": 15,
      "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": 84,
        "componentCount": 8,
        "textChars": 3282,
        "nDataPoints": 7,
        "notes": null,
        "elementsJson": [
          "headline_text",
          "paragraph",
          "bullet_list"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 17:43:56.289+00",
          "seconds": 7.782,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5e88-73ef-bd5c-dbfe56fadd00/15",
        "deck": "/decks/019dd923-5e88-73ef-bd5c-dbfe56fadd00",
        "deckAnchor": "/decks/019dd923-5e88-73ef-bd5c-dbfe56fadd00#slide-15",
        "deckJson": "/decks/019dd923-5e88-73ef-bd5c-dbfe56fadd00.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "The transformation of this large electronics retailer highlights how continuous reinvention—powered by leadership, adaptable processes and advanced AI—enables organizations to thrive amid change.",
          "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": "2026-04-25 12:00:25+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-41ab-72d9-bbbd-1a03ccc49b17",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.45,
            "w": 0.22,
            "x": 0.51,
            "y": 0.38
          },
          "kind": "list",
          "text": "The Results\nThe organization’s focus on continuous reinvention delivered measurable improvements across customer engagement, efficiency and workforce satisfaction:\nUnderstanding the customer (intent identification):\n14% improvement in chat\n35% improvement in Interactive Voice Response (IVR)\nServing the customer digitally (intent containment):\n70%+ improvement in chat\n100%+ improvement in IVR\nEnhancing agent productivity (agent assist improvement):\n30 million summaries generated\n38-second reduction in average chat handle time\n30-second reduction in average voice handle time",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:43:56.289+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "0fbd7267-7080-4856-a993-113503c98fc7",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.45,
            "w": 0.22,
            "x": 0.27,
            "y": 0.08
          },
          "kind": "list",
          "text": "The Challenge\nAs customer needs evolved and expectations grew, the retailer faced increasing pressure to deliver seamless, personalized and efficient service across its digital and physical channels. Legacy processes and workflows created inefficiencies, slowing response times and hampering both customer and employee experiences. To remain competitive, the company needed to:\nTransform workflows: Combine AI capabilities with human ingenuity to deliver seamless service and greater operational efficiency.\nFoster a culture of continuous improvement: Empower its workforce to dynamically adapt and embrace innovation across operations, ensuring alignment with evolving customer 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 17:43:56.289+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "66eb4564-ef9a-41d6-bef6-808c88d41444",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.45,
            "w": 0.22,
            "x": 0.27,
            "y": 0.52
          },
          "kind": "list",
          "text": "The Solution\nThe organization reimagined its operations, enabling collaboration between humans and intelligent AI tools to enhance both customer and employee experiences:\nAI-powered virtual assistant: A gen AI-powered assistant now offers self-service support across the retailer’s website, app and customer support calls—resolving issues and managing orders faster.\nEmpowering agents: Customer care agents are equipped with real-time AI tools, including sentiment analysis and instant access to product documentation. This allows them to focus on high-value interactions and resolve issues efficiently.\nWorkforce transformation: AI tools are embedded into workflows to improve task efficiency and collaboration. The company redesigned customer experience flows to integrate AI capabilities seamlessly, enabling teams to adapt to new ways of working and deliver enhanced value.\nModern digital core: By developing a scalable AI platform on a modern infrastructure, the retailer established a future-proof foundation for continuous innovation and rapid deployment of AI-driven 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 17:43:56.289+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "6f508975-fe37-4696-9ac2-e73dacb0d992",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "customer satisfaction",
          "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": "2026-04-25 12:00:25+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-41ab-72d9-bbbd-1c493975a663",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.25,
            "w": 0.22,
            "x": 0.74,
            "y": 0.08
          },
          "kind": "paragraph",
          "text": "The Takeaway\nThe transformation of this large electronics retailer highlights how continuous reinvention—powered by leadership, adaptable processes and advanced AI—enables organizations to thrive amid change. By fostering collaboration between people and AI, embedding a culture of innovation and modernizing its digital core, the company has not only enhanced customer satisfaction but also equipped its workforce to deliver ongoing value at 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 17:43:56.289+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "405d3fe4-caff-49d1-9316-6cd69ec089fc",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.12,
            "w": 0.22,
            "x": 0.04,
            "y": 0.39
          },
          "kind": "paragraph",
          "text": "A large electronics retailer demonstrates how continuous reinvention—anchored in leadership, culture and AI-driven innovation—can drive sustained value and customer satisfaction.",
          "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 17:43:56.289+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "784b78f2-5425-4970-be5f-82f84a6aa831",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.25,
            "x": 0.04,
            "y": 0.14
          },
          "kind": "title",
          "text": "Large electronics retailer: Driving continuous reinvention to meet evolving customer needs",
          "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 17:43:56.289+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "f874d768-c4d8-45a3-a7f4-947af4b1a03d",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "Concrete Language",
            "slug": "concrete-language",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-bcd4-7398-9723-6aa72346170b",
            "version": 1,
            "bodyDocId": null,
            "description": "Using specific sensory details instead of abstract terms",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Storyteller",
          "layer": "slide",
          "agents": [
            "Storyteller"
          ],
          "matchId": "019de055-6328-77f9-82d6-f7786c4fc33a",
          "evidence": "Customer-satisfaction metric and adaptive details",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 75,
          "extraction": {
            "at": "2026-04-30 21:39:41.814818+00",
            "model": "claude-cli",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 15,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "Social Proof",
            "slug": "social-proof",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-990d-7620-82b3-6dd286f34568",
            "version": 1,
            "bodyDocId": null,
            "description": "People adapt behavior based on what others do - show adoption and testimonials",
            "familyLabel": null,
            "categoryName": "Block",
            "categorySlug": "block"
          },
          "agent": "Storyteller",
          "layer": "slide",
          "agents": [
            "Storyteller"
          ],
          "matchId": "019de055-62f7-7694-93ca-980bf3bb992b",
          "evidence": "Major retailer outcome as proof of imperative 5",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 80,
          "extraction": {
            "at": "2026-04-30 21:39:41.814818+00",
            "model": "claude-cli",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 15,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "Storytelling Effect",
            "slug": "storytelling-effect",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-981b-74f9-9096-5c8df03dab5a",
            "version": 1,
            "bodyDocId": null,
            "description": "Stories are remembered up to 22x better than facts alone",
            "familyLabel": null,
            "categoryName": "Block",
            "categorySlug": "block"
          },
          "agent": "Storyteller",
          "layer": "slide",
          "agents": [
            "Storyteller"
          ],
          "matchId": "019de055-62bf-77bb-8c79-1d09505e0597",
          "evidence": "Electronics retailer Context-Challenge-Solution-Results",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 85,
          "extraction": {
            "at": "2026-04-30 21:39:41.814818+00",
            "model": "claude-cli",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 15,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 15,
          "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": 15,
          "name": "Evidence & Proof",
          "beatId": "019de055-56ac-75fe-93fa-1e1a10ec9bc4",
          "matchId": "019de055-559d-72bf-88b9-c90a81d2f55d",
          "beatType": null,
          "evidence": "Final electronics retailer case study as climactic proof",
          "position": 4,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 88
        },
        {
          "to": 15,
          "arc": {
            "name": "The Transformation Tale",
            "slug": "transformation-tale",
            "status": "active",
            "bestFor": "Sales presentations, product launches, fundraising",
            "canonId": "019dd956-6128-70fa-9bff-ab3c0b4ad09f",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Current Reality (Pain) -> Future Vision (Gain) -> The Bridge",
            "description": null,
            "familyLabel": null
          },
          "from": 5,
          "name": "The Bridge",
          "beatId": "019de055-57ac-758b-b58a-1f6a3a7d5be4",
          "matchId": "019de055-5711-758b-a853-695c60c64f8c",
          "beatType": null,
          "evidence": "5 imperatives + case studies form the bridge",
          "position": 3,
          "isPrimaryArc": false,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 55
        }
      ],
      "loops": [
        {
          "to": 15,
          "from": 5,
          "loop": {
            "name": "40_mece_breakdown",
            "slug": "40-mece-breakdown",
            "status": "active",
            "bestFor": "Problem structuring, ensuring completeness, strategic analysis",
            "canonId": "019dd956-763c-765e-8b68-6ee3ae1ef184",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Whole -> Category A (distinct) -> Category B (distinct) -> Category C (distinct) -> Complete Coverage",
            "description": "Divide a complex topic into mutually exclusive, collectively exhaustive categories",
            "familyLabel": null
          },
          "matchId": "019de055-5811-771f-bd8b-812e6e6d47e4",
          "evidence": "Section divider names 'five imperatives'; pp.6–15 deliver each one with paired case study",
          "position": 2,
          "objective": "Walk the five MECE imperatives, each proven by a case",
          "confidence": 85,
          "extraction": {
            "at": "2026-04-30 21:39:41.814818+00",
            "model": "claude-cli",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          }
        }
      ],
      "locked": true
    },
    {
      "page": 16,
      "type": "setup",
      "function": "state_next_steps",
      "rawType": "next_steps",
      "block": null,
      "metadata": {
        "slideType": "next_steps",
        "slideTypeCanon": {
          "name": "Next steps",
          "slug": "next_steps",
          "status": "active",
          "canonId": "019de52d-0c5e-717b-b460-a68269e6078e",
          "version": 1,
          "description": null
        },
        "function": "state_next_steps",
        "functionCanon": {
          "name": "State next steps",
          "slug": "state_next_steps",
          "status": "active",
          "canonId": "019de52d-14ca-70ac-b534-971f458cdf29",
          "version": 1,
          "description": null
        },
        "density": "overcrowded",
        "densityScore": 80,
        "componentCount": 8,
        "textChars": 1536,
        "nDataPoints": 1,
        "notes": null,
        "elementsJson": [
          "headline_text",
          "numbered_list",
          "paragraph",
          "callout_box",
          "photo"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 17:43:52.515+00",
          "seconds": 3.819,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5e88-73ef-bd5c-dbfe56fadd00/16",
        "deck": "/decks/019dd923-5e88-73ef-bd5c-dbfe56fadd00",
        "deckAnchor": "/decks/019dd923-5e88-73ef-bd5c-dbfe56fadd00#slide-16",
        "deckJson": "/decks/019dd923-5e88-73ef-bd5c-dbfe56fadd00.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.15,
            "w": 0.45,
            "x": 0.508,
            "y": 0.7
          },
          "kind": "callout",
          "text": "By taking these steps, organizations can begin to shift from experimentation to impact, ensuring gen AI investments are guided by strong leadership, a prepared workforce, robust data and targeted action.",
          "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 17:43:52.515+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "5881e2ce-4579-471b-a0ac-959f21f0621e",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.91,
            "x": 0.046,
            "y": 0.36
          },
          "kind": "list",
          "text": "1. Lead with CEO sponsorship\n2. Enhance knowledge of technology and AI among leadership and stakeholders\n3. Reimagine high-value processes\n4. Establish data as the foundation",
          "attrs": null,
          "canon": {
            "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 17:43:52.515+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "65445232-55b1-4c20-9dd5-49e20003cb39",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.12,
            "w": 0.21,
            "x": 0.277,
            "y": 0.48
          },
          "kind": "paragraph",
          "text": "Provide boards, executives and line managers with a deeper understanding of technology, data and AI—along with potential business applications—to instill confidence in bolder initiatives and accelerate decision-making at 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 17:43:52.515+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "26347481-adc7-4d57-9ebb-5b17bc2f763d",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.12,
            "w": 0.21,
            "x": 0.046,
            "y": 0.48
          },
          "kind": "paragraph",
          "text": "Ensure leadership sets the vision, secures the investment and aligns the organization. CEO-sponsored gen AI-enabled enterprise reinvention typically delivers 2.5x more value.",
          "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 17:43:52.515+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "4d796d45-eab0-48f9-b807-6f067dd63687",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.12,
            "w": 0.21,
            "x": 0.508,
            "y": 0.48
          },
          "kind": "paragraph",
          "text": "Transform key, high value, integrated mega-processes, such as Lead to Cash, using human + agent design. This can lay the groundwork for larger, enterprise-wide transformations moving 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 17:43:52.515+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "89ff95fa-e7b4-4dc4-9f91-e6c169fa5bbb",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.12,
            "w": 0.21,
            "x": 0.738,
            "y": 0.48
          },
          "kind": "paragraph",
          "text": "Elevate focus on building a robust data foundation across different modalities and types—structured, unstructured and synthetic data—so the organization can access not just information but actionable knowledge and context to power reinvention.",
          "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 17:43:52.515+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "a94bcf4c-bc94-49b6-8a34-bf4f09a59720",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.12,
            "w": 0.35,
            "x": 0.508,
            "y": 0.108
          },
          "kind": "paragraph",
          "text": "As the findings in this report make clear, most organizations are still at the starting blocks with gen AI. Yet, for those looking to move from isolated experimentation to tangible outcomes, our research and client work highlight four key short-term actions:",
          "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 17:43:52.515+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "ea460ff5-e7b9-4811-aa3a-ecc66e313b55",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.12,
            "w": 0.43,
            "x": 0.046,
            "y": 0.083
          },
          "kind": "title",
          "text": "Conclusion: Getting started on the path to enterprise-level 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 17:43:52.515+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "b1f976f0-d54d-417e-9710-ab6c2aabeb47",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "The Rule of Three",
            "slug": "the-rule-of-three",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-8962-75cf-b4f8-9394501a6f33",
            "version": 1,
            "bodyDocId": null,
            "description": "Ideas presented in threes are more memorable and satisfying",
            "familyLabel": null,
            "categoryName": "Block",
            "categorySlug": "block"
          },
          "agent": "Storyteller",
          "layer": "block",
          "agents": [
            "Storyteller"
          ],
          "matchId": "019de055-63bb-701b-9e59-4f33cbfe8f89",
          "evidence": "Four short-term actions presented in parallel structure",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 60,
          "extraction": {
            "at": "2026-04-30 21:39:41.814818+00",
            "model": "claude-cli",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 16,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "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": "019de055-6359-76db-ba55-9aa47950809d",
          "evidence": "'Getting started on the path to enterprise-level impact'",
          "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": 90,
          "extraction": {
            "at": "2026-04-30 21:39:41.814818+00",
            "model": "claude-cli",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 16,
          "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": "Closing Techniques",
            "slug": "closing-techniques",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-af13-774b-a4fd-7db0a3a88d51",
            "version": 1,
            "bodyDocId": null,
            "description": "Strong endings: Callback, challenge, vision, clear CTA, memorable line",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Storyteller",
          "layer": "slide",
          "agents": [
            "Storyteller"
          ],
          "matchId": "019de055-638a-7333-ac20-d6f4090d705d",
          "evidence": "Final CTA callout 'organizations can begin to shift...'",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 85,
          "extraction": {
            "at": "2026-04-30 21:39:41.814818+00",
            "model": "claude-cli",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 16,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "Commitment & Consistency",
            "slug": "commitment-consistency",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-a612-709a-a439-960c9cb610b3",
            "version": 1,
            "bodyDocId": null,
            "description": "People want to be consistent with previous commitments - build on early agreements",
            "familyLabel": null,
            "categoryName": "Loop",
            "categorySlug": "loop"
          },
          "agent": "Storyteller",
          "layer": "slide",
          "agents": [
            "Storyteller"
          ],
          "matchId": "019de055-63ed-7088-a063-a58df5f472f7",
          "evidence": "Asks reader to take concrete next steps after agreement",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 65,
          "extraction": {
            "at": "2026-04-30 21:39:41.814818+00",
            "model": "claude-cli",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 16,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "Three-Act Structure",
            "slug": "three-act-structure",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-8812-7796-9105-e7bc0e405681",
            "version": 1,
            "bodyDocId": null,
            "description": "Setup, Confrontation, Resolution - classic dramatic structure",
            "familyLabel": null,
            "categoryName": "Block",
            "categorySlug": "block"
          },
          "agent": "Storyteller",
          "layer": "slide",
          "agents": [
            "Storyteller"
          ],
          "matchId": "98460bc1-2738-4a80-93d1-24a3f5fbec20",
          "evidence": "The components of this slide, such as 'Getting started on the path to enterprise-level impact' and a list of steps to take, instantiate a three-act structure.",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 21:56:26.263069+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 16,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 16,
          "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": 16,
          "name": "Impact & Next Steps",
          "beatId": "019de055-56de-7076-a056-6d70f20337e6",
          "matchId": "019de055-559d-72bf-88b9-c90a81d2f55d",
          "beatType": null,
          "evidence": "Conclusion with four short-term actions to start",
          "position": 5,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 88
        },
        {
          "to": 16,
          "arc": {
            "name": "The Transformation Tale",
            "slug": "transformation-tale",
            "status": "active",
            "bestFor": "Sales presentations, product launches, fundraising",
            "canonId": "019dd956-6128-70fa-9bff-ab3c0b4ad09f",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Current Reality (Pain) -> Future Vision (Gain) -> The Bridge",
            "description": null,
            "familyLabel": null
          },
          "from": 16,
          "name": "Future Vision (Gain)",
          "beatId": "019de055-5778-738f-bccc-0a3ab88467c6",
          "matchId": "019de055-5711-758b-a853-695c60c64f8c",
          "beatType": null,
          "evidence": "Enterprise-level impact stated as destination",
          "position": 2,
          "isPrimaryArc": false,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 55
        }
      ],
      "loops": [],
      "locked": true
    },
    {
      "page": 17,
      "type": "setup",
      "title": "Includes survey sample size (3,450), margin of error (+/- 1.7%), and project analysis scope (2,000+ projects).",
      "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": "overcrowded",
        "densityScore": 88,
        "componentCount": 9,
        "textChars": 2397,
        "nDataPoints": 4,
        "notes": "Includes survey sample size (3,450), margin of error (+/- 1.7%), and project analysis scope (2,000+ projects).",
        "elementsJson": [
          "paragraph",
          "bullet_list"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 17:43:57.958+00",
          "seconds": 8.976,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5e88-73ef-bd5c-dbfe56fadd00/17",
        "deck": "/decks/019dd923-5e88-73ef-bd5c-dbfe56fadd00",
        "deckAnchor": "/decks/019dd923-5e88-73ef-bd5c-dbfe56fadd00#slide-17",
        "deckJson": "/decks/019dd923-5e88-73ef-bd5c-dbfe56fadd00.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "Organizations addressing all five imperatives were 2.5x more likely to be in the high-impact group of those creating significant enterprise-level value.",
          "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": "2026-04-25 12:00:23+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-41ab-72d9-bbbc-0cf22be757b8",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.2,
            "w": 0.215,
            "x": 0.737,
            "y": 0.5
          },
          "kind": "list",
          "text": "Accenture Research: Tomas Castagnino, Katarzyna Furdzik, Ajay Garg, Krishna Kanth, Corbin Lazier, Michael Malinoski, Devraj Patil, Philippe Roussiere, Praveen Tanguturi, Meredith Trimble",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:43:57.958+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "07f3ce1f-9e54-437f-ab25-f5020ff7d016",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.215,
            "x": 0.737,
            "y": 0.32
          },
          "kind": "list",
          "text": "Data & AI: Kavitha Bangalore, Rami El Debs, Roxana Dubash, Ankush Manchanda, Kenneth Munie, Anand Premsundar, Nina Raphael, Aleena Varkey",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:43:57.958+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "6e54d62a-93d3-4dc0-ad53-4fae0220fdfa",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "sample size: 3,450",
          "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": "2026-04-25 12:00:23+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-41ab-72d9-bbbc-11f6b5aa876d",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.45,
            "w": 0.215,
            "x": 0.276,
            "y": 0.225
          },
          "kind": "paragraph",
          "text": "Analyzing value creation and the impact of the five imperatives: The survey clustered respondents by the scale and speed of their gen AI adoption and the value generated from these initiatives. Among them, 13% of organizations reported creating significant enterprise-level value. This group was compared against organizations delivering limited business impact, typically restricted to pilot projects. Using logistic regression analysis, we examined how acting on all five imperatives increases the likelihood of achieving significant value. Organizations addressing all five imperatives were 2.5x more likely to be in the high-impact group of those creating significant enterprise-level value.",
          "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 17:43:57.958+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "766bf4f8-7485-4849-a4e6-d7bb66a6098e",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.215,
            "x": 0.737,
            "y": 0.225
          },
          "kind": "paragraph",
          "text": "Acknowledgements: The authors would like to thank the following people for their contributions to this report.",
          "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 17:43:57.958+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "cd1decd8-2fa1-411f-bc64-de44984fcca8",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.35,
            "w": 0.215,
            "x": 0.507,
            "y": 0.225
          },
          "kind": "paragraph",
          "text": "Analysis of over 2,000 gen AI projects: To better understand these trends, we also analyzed over 2,000 Accenture client projects, including: A database of high-impact projects where gen AI solutions were in production, being adopted by the target users and delivering business benefits; A survey of client account leads and opportunity directors; Discussions with leaders and practitioners from our Strategy, Consulting and Data & AI service lines. All case studies featured in this report are based on Accenture client engagements.",
          "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 17:43:57.958+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "d76fd82f-3a0f-477c-89bd-40ea21cc34b9",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.35,
            "w": 0.215,
            "x": 0.046,
            "y": 0.225
          },
          "kind": "paragraph",
          "text": "Accenture Pulse of Change survey: Unless otherwise stated, all data in this report refers to the Accenture Pulse of Change, a quarterly survey of C-suite executives exploring how business, talent and technology trends drive change. The latest survey, conducted between October and November 2024, includes responses from 3,450 C-suite leaders from organizations with revenues exceeding $500 million, spanning 22 industries and 20 countries. The sample has a margin of error of +/- 1.7%. This edition focused on the adoption and application of gen AI.",
          "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 17:43:57.958+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "ee1caa10-42fa-4989-8c6f-7ca47b00f204",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.035,
            "w": 0.223,
            "x": 0.046,
            "y": 0.158
          },
          "kind": "title",
          "text": "About the research",
          "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 17:43:57.958+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "55f37b9c-99b0-4dee-9d7c-68e68f81613f",
          "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": "a3f1f01b-f2f6-440e-8566-fac3cd1184a1",
          "evidence": "The presence of a methodology description and research details suggests an effort to define the audience for the research.",
          "pageRefs": null,
          "priority": "Core",
          "whenToUse": null,
          "confidence": 0.6,
          "extraction": {
            "at": "2026-07-16 21:56:26.341907+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 17,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "Authority Bias",
            "slug": "authority-bias",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-c38d-70b9-a284-b2b479763356",
            "version": 1,
            "bodyDocId": null,
            "description": "Expert opinions are weighted more heavily - cite credible sources",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Storyteller",
          "layer": "slide",
          "agents": [
            "Architect",
            "Storyteller"
          ],
          "matchId": "019de055-6452-76d3-8d2b-056e6735906a",
          "evidence": "Statistical-rigor signals & contributor acknowledgments",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 75,
          "extraction": {
            "at": "2026-04-30 21:39:41.814818+00",
            "model": "claude-cli",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 17,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "Credibility Transfer",
            "slug": "credibility-transfer",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-bd34-759a-8e3b-2f14b571a2a1",
            "version": 1,
            "bodyDocId": null,
            "description": "Borrowing authority from trusted sources or vivid details",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Storyteller",
          "layer": "slide",
          "agents": [
            "Storyteller"
          ],
          "matchId": "019de055-6420-70b9-9967-2489986a14db",
          "evidence": "Sample size 3,450 + methodology disclosed",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 85,
          "extraction": {
            "at": "2026-04-30 21:39:41.814818+00",
            "model": "claude-cli",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 17,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "frameworks": [],
      "arcBeats": [],
      "loops": [],
      "locked": true
    },
    {
      "page": 18,
      "type": "appendix",
      "function": "appendix",
      "rawType": "appendix_disclosure",
      "block": null,
      "metadata": {
        "slideType": "appendix_disclosure",
        "slideTypeCanon": {
          "name": "Appendix disclosure",
          "slug": "appendix_disclosure",
          "status": "active",
          "canonId": "019de52d-07b2-7549-8e8b-932a19f6e616",
          "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": 40,
        "componentCount": 2,
        "textChars": 2109,
        "nDataPoints": 0,
        "notes": null,
        "elementsJson": [
          "numbered_list"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 17:43:52.141+00",
          "seconds": 3.015,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5e88-73ef-bd5c-dbfe56fadd00/18",
        "deck": "/decks/019dd923-5e88-73ef-bd5c-dbfe56fadd00",
        "deckAnchor": "/decks/019dd923-5e88-73ef-bd5c-dbfe56fadd00#slide-18",
        "deckJson": "/decks/019dd923-5e88-73ef-bd5c-dbfe56fadd00.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.635,
            "w": 0.906,
            "x": 0.047,
            "y": 0.238
          },
          "kind": "list",
          "text": "1. Probability premium multiplier derived from logistic regression analysis using data from the C-suite Pulse of Change survey. A respondent is considered to have acted on the imperative if they strongly agree with related survey statements.\n2. The 13% are organizations that self-report having: scaled deployment of gen AI solutions; delivered 'significant' enterprise value from their gen AI investments; developed gen AI at their organization faster than initial expectations.\n3. Based on a survey of 170 Accenture client account leads and opportunity directors conducted in November 2024.\n4. Based on a survey of 170 Accenture client account leads and opportunity directors conducted in November 2024.\n5. Respondents reported scaling a \"strategic bet,\" defined as a significant, long-term investment aimed at leveraging gen AI to drive efficiency, productivity, innovation and growth. Scaling refers to expanding AI implementation across the enterprise, integrating it into business processes and workflows, ensuring adoption and improving key performance metrics to achieve broader impact. In contrast, \"table-stakes\" are foundational, lower-impact gen AI use cases that enable broad adoption but deliver only incremental value. Findings are based on a survey of 2,000 executives (including CxOs, Chief AI Officers and data science leaders) from ten industries, conducted in June-July 2024, with ROI self-reported by respondents.\n6. Based on a survey of 170 Accenture client account leads and opportunity directors conducted in November 2024.\n7. Work, workforce, workers: Reinvented in the age of generative AI (2024, January 16). Accenture: www.accenture.com/us-en/insights/consulting/gen-ai-talent\n8. Based on a survey of 170 Accenture client account leads and opportunity directors conducted in November 2024. Respondents were asked to evaluate clients across the five imperatives using a five-level capability scale.\n9. Change reinvented: A new blueprint for continuous, meaningful, successful change (2024, July 23). Accenture: www.accenture.com/us-en/insights/consulting/change-reinvented",
          "attrs": null,
          "canon": {
            "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 17:43:52.141+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "24d86d0f-69f0-49cb-91a1-5607e6558eb2",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.035,
            "w": 0.152,
            "x": 0.047,
            "y": 0.163
          },
          "kind": "title",
          "text": "References",
          "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 17:43:52.141+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "7a7acf04-3823-49f2-ba75-c964aad0ceea",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "Credibility Transfer",
            "slug": "credibility-transfer",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-bd34-759a-8e3b-2f14b571a2a1",
            "version": 1,
            "bodyDocId": null,
            "description": "Borrowing authority from trusted sources or vivid details",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Storyteller",
          "layer": "slide",
          "agents": [
            "Storyteller"
          ],
          "matchId": "019de055-64c9-7378-b684-d55b0841a46b",
          "evidence": "Numbered references list provides source attribution",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 75,
          "extraction": {
            "at": "2026-04-30 21:39:41.814818+00",
            "model": "claude-cli",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 18,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "frameworks": [],
      "arcBeats": [],
      "loops": [],
      "locked": true
    },
    {
      "page": 19,
      "type": "setup",
      "function": "front_matter",
      "rawType": "appendix_disclosure",
      "block": null,
      "metadata": {
        "slideType": "appendix_disclosure",
        "slideTypeCanon": {
          "name": "Appendix disclosure",
          "slug": "appendix_disclosure",
          "status": "active",
          "canonId": "019de52d-07b2-7549-8e8b-932a19f6e616",
          "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": 63,
        "componentCount": 6,
        "textChars": 1240,
        "nDataPoints": 2,
        "notes": null,
        "elementsJson": [
          "paragraph"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 17:43:52.298+00",
          "seconds": 3.085,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5e88-73ef-bd5c-dbfe56fadd00/19",
        "deck": "/decks/019dd923-5e88-73ef-bd5c-dbfe56fadd00",
        "deckAnchor": "/decks/019dd923-5e88-73ef-bd5c-dbfe56fadd00#slide-19",
        "deckJson": "/decks/019dd923-5e88-73ef-bd5c-dbfe56fadd00.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.05,
            "w": 0.2,
            "x": 0.75,
            "y": 0.7
          },
          "kind": "disclaimer",
          "text": "Accenture does not provide legal, regulatory, audit, or tax advice. Readers are responsible for obtaining such advice from their own legal counsel or other licensed professionals.",
          "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 17:43:52.298+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "52b9f864-9b78-44b9-adc5-71eb7938141d",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.2,
            "x": 0.53,
            "y": 0.7
          },
          "kind": "disclaimer",
          "text": "Disclaimer: The material in this document reflects information available at the point in time at which this document was prepared as indicated by the date provided on the front page, however the global situation is rapidly evolving and the position may change.",
          "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 17:43:52.298+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "80388b24-be29-4dba-a3ab-fed7e948b5f6",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.2,
            "w": 0.42,
            "x": 0.05,
            "y": 0.22
          },
          "kind": "paragraph",
          "text": "Accenture is a leading global professional services company that helps the world's leading businesses, governments and other organizations build their digital core, optimize their operations, accelerate revenue growth and enhance citizen services—creating tangible value at speed and scale. We are a talent- and innovation-led company with approximately 799,000 people serving clients in more than 120 countries.",
          "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 17:43:52.298+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "1842bcfe-17ee-4e3b-b47e-6293d07d9940",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.42,
            "x": 0.53,
            "y": 0.22
          },
          "kind": "paragraph",
          "text": "Accenture Research creates thought leadership about the most pressing business issues organizations face. Combining innovative research techniques, such as data-science-led analysis, with a deep understanding of industry and technology, our team of 300+ researchers in 20 countries publish hundreds of reports, articles and points of view every 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 17:43:52.298+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "c1f7ad86-5abb-4e6e-971c-1841cccfa33b",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.2,
            "x": 0.05,
            "y": 0.15
          },
          "kind": "title",
          "text": "About Accenture",
          "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 17:43:52.298+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "3cb94b61-c2c5-47a4-8aa9-5db9e7ee40a2",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.3,
            "x": 0.53,
            "y": 0.15
          },
          "kind": "title",
          "text": "About Accenture Research",
          "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 17:43:52.298+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "ae6b63b9-0339-4b8a-b1e6-0e2c9dfa6a6f",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [],
      "loops": [],
      "locked": true
    }
  ],
  "arcBeats": [
    {
      "from": 1,
      "to": 2,
      "label": "Situation & Context",
      "description": "Cover + authors set GenAI reinvention frame"
    },
    {
      "from": 3,
      "to": 4,
      "label": "Problem & Complication",
      "description": "Only 13% create value; 4.5x urgency to act"
    },
    {
      "from": 5,
      "to": 14,
      "label": "Solution & Approach",
      "description": "Divider then 5 imperatives with embedded proofs"
    },
    {
      "from": 15,
      "to": 15,
      "label": "Evidence & Proof",
      "description": "Final electronics retailer case study as climactic proof"
    },
    {
      "from": 16,
      "to": 16,
      "label": "Impact & Next Steps",
      "description": "Conclusion with four short-term actions to start"
    }
  ],
  "loops": [
    {
      "from": 3,
      "to": 4,
      "label": "Cost Of Inaction",
      "description": "Frame the gap and create urgency to act"
    },
    {
      "from": 5,
      "to": 15,
      "label": "Mece Breakdown",
      "description": "Walk the five MECE imperatives, each proven by a case"
    }
  ]
}