{
  "schemaVersion": "deck-intelligence.v1",
  "id": "019dd923-5ca1-7489-b634-7e1c9fe1bc87",
  "slug": "7a27e27b944e835f",
  "title": "Seeing the BIG Picture",
  "subtitle": "BCG",
  "author": "BCG",
  "pageCount": 60,
  "kind": "consulting-deck",
  "orientation": "landscape",
  "aspectRatio": 1.414,
  "document": {
    "id": "019dd923-5ca1-7489-b634-7e1c9fe1bc87",
    "slug": "7a27e27b944e835f",
    "title": "Seeing the BIG Picture",
    "rawTitle": "Seeing the BIG Picture",
    "authorId": "BCG",
    "authorName": "BCG",
    "authorDisplay": "BCG",
    "kind": {
      "slug": "consulting-deck",
      "label": "Consulting deck"
    },
    "sourceType": {
      "slug": "strategy_consulting",
      "label": "Strategy consulting"
    },
    "fileName": "Seeing-the-BIG-Picture.pdf",
    "sourceUrl": "https://web-assets.bcg.com/b7/0c/e234165142d2bbaed41da278c110/bcg-meta-report.pdf",
    "sourceDate": "2023-03-15 00:00:00",
    "presentationDate": null,
    "ingestedAt": "2026-04-23 20:51:28+00",
    "status": "ready",
    "pageCount": 60,
    "orientation": "landscape",
    "aspectRatio": 1.414,
    "targetCompany": null,
    "targetTicker": null,
    "metadata": {
      "local_root": "/tmp/legacy-images/7a27e27b944e835f",
      "origin_corpus": "consulting"
    }
  },
  "coverage": {
    "pageCount": 60,
    "pagesIndexed": 60,
    "pagesWithImages": 60,
    "pagesWithMetadata": 60,
    "imageCoveragePct": 100,
    "metadataCoveragePct": 100,
    "componentCount": 356,
    "chartCount": 21,
    "metricSlides": 28,
    "toolMatches": 102,
    "documentToolMatches": 0,
    "frameworkMatches": 28,
    "arcMatches": 2,
    "beatMatches": 8,
    "loopMatches": 8,
    "patternMatches": 0,
    "storymakersMatch": true,
    "scoreAvailable": true,
    "reviewAvailable": true,
    "activistThesisAvailable": false,
    "pitchdeckMetadataAvailable": false,
    "pitchdeckProfileAvailable": false
  },
  "blocks": [],
  "matches": {
    "arcs": [
      {
        "arc": {
          "name": "The Consultant's Gambit",
          "slug": "consultants-gambit",
          "status": "active",
          "bestFor": "Business cases, project proposals, strategic recommendations",
          "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c",
          "version": 1,
          "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
          "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps",
          "description": null,
          "familyLabel": null,
          "categoryName": "Strategy & Business",
          "categorySlug": "strategy-business"
        },
        "matchId": "019dd95a-0543-7581-99ae-e92c92ec9ca6",
        "evidence": "Origins (p.3), Trailer answer-first (pp.4-5), under-indexed diagnosis (p.13), Lights+Camera findings (pp.17-43), Action recommendations + sizing (pp.44-53).",
        "isPrimary": true,
        "confidence": 88,
        "extraction": {
          "at": "2026-04-29 13:07:28.977035+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        }
      },
      {
        "arc": {
          "name": "The Triple Take",
          "slug": "triple-take",
          "status": "active",
          "bestFor": "Data-driven presentations, research findings",
          "canonId": "019dd956-6221-73ad-bc12-378f8eb1f018",
          "version": 1,
          "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
          "structure": "The Facts (What) -> The Implications (So What) -> The Action (Now What)",
          "description": null,
          "familyLabel": null,
          "categoryName": "Analysis & Information",
          "categorySlug": "analysis-information"
        },
        "matchId": "019dd95a-0543-7581-99ae-ed37dc697ed1",
        "evidence": "Deck explicitly labels its three sections LIGHTS (facts), CAMERA (implications), ACTION (now what).",
        "isPrimary": false,
        "confidence": 80,
        "extraction": {
          "at": "2026-04-29 13:07:28.977035+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        }
      }
    ],
    "beats": [
      {
        "to": 12,
        "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": "Situation & Context",
        "beatId": "019dd95a-0702-74a3-87e0-142ec4ee18f8",
        "matchId": "019dd95a-0543-7581-99ae-e92c92ec9ca6",
        "beatType": {
          "name": "Situation & Context",
          "slug": "consultants-gambit-situation-context",
          "status": "active",
          "canonId": "019dd9b8-05ae-741b-992d-65ee83c639b3",
          "version": 1,
          "description": null
        },
        "evidence": "Origins of study + India entertainment-hungry market context",
        "position": 1,
        "isPrimaryArc": true,
        "parentBeatType": {
          "name": "Setup",
          "slug": "setup",
          "status": "active",
          "canonId": "019dd9b8-020e-7505-af9b-d9b9a4679bcc",
          "version": 1,
          "description": "Where the deck grounds the reader before doing anything else. Almost every arc opens here."
        },
        "alignedBlockIds": null,
        "matchConfidence": 88
      },
      {
        "to": 22,
        "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": 13,
        "name": "Problem & Complication",
        "beatId": "019dd95a-0702-74a3-87e0-193cf5a111bb",
        "matchId": "019dd95a-0543-7581-99ae-e92c92ec9ca6",
        "beatType": {
          "name": "Problem & Complication",
          "slug": "consultants-gambit-problem-complication",
          "status": "active",
          "canonId": "019dd9b8-064a-777f-a374-e9a8c43dedd4",
          "version": 1,
          "description": null
        },
        "evidence": "'Under-indexed on marketing spends and digital capabilities' diagnosis",
        "position": 2,
        "isPrimaryArc": true,
        "parentBeatType": {
          "name": "Complication",
          "slug": "complication",
          "status": "active",
          "canonId": "019dd9b8-0275-7709-b2d6-4f77c3fc7579",
          "version": 1,
          "description": "The point in the narrative where the audience should feel discomfort. Required for argumentative arcs."
        },
        "alignedBlockIds": null,
        "matchConfidence": 88
      },
      {
        "to": 37,
        "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": 23,
        "name": "Solution & Approach",
        "beatId": "019dd95a-0702-74a3-87e0-1f22948572f0",
        "matchId": "019dd95a-0543-7581-99ae-e92c92ec9ca6",
        "beatType": {
          "name": "Solution & Approach",
          "slug": "consultants-gambit-solution-approach",
          "status": "active",
          "canonId": "019dd9b8-071c-7161-9184-580fdac7a4f9",
          "version": 1,
          "description": null
        },
        "evidence": "Lights/Camera: discovery + engagement insights driving the approach",
        "position": 3,
        "isPrimaryArc": true,
        "parentBeatType": {
          "name": "Turn",
          "slug": "turn",
          "status": "active",
          "canonId": "019dd9b8-0396-702b-ac2f-9901f8dd8b54",
          "version": 1,
          "description": "The pivot — solution proposed, catalyst introduced, decision made. Common (15/20 arcs) but not universal: Triple-take, AIDA, PAS, Voyage-return and Pixar substitute it with a strong reflection or development beat."
        },
        "alignedBlockIds": null,
        "matchConfidence": 88
      },
      {
        "to": 43,
        "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": 38,
        "name": "Evidence & Proof",
        "beatId": "019dd95a-0702-74a3-87e0-22355ccfe1dc",
        "matchId": "019dd95a-0543-7581-99ae-e92c92ec9ca6",
        "beatType": {
          "name": "Evidence & Proof",
          "slug": "consultants-gambit-evidence-proof",
          "status": "active",
          "canonId": "019dd9b8-07b1-7688-8e1e-7637fec3802a",
          "version": 1,
          "description": null
        },
        "evidence": "Three case studies (pp.38-40) + key insights summary (pp.42-43)",
        "position": 4,
        "isPrimaryArc": true,
        "parentBeatType": {
          "name": "Evidence",
          "slug": "evidence",
          "status": "active",
          "canonId": "019dd9b8-03f9-772a-b84a-4f07b415b77a",
          "version": 1,
          "description": "A dedicated proof beat exists in only ~4 arcs (Gambit, Sequoia, AIDA, Monroes). Other arcs embed evidence inline within development."
        },
        "alignedBlockIds": null,
        "matchConfidence": 88
      },
      {
        "to": 53,
        "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": 44,
        "name": "Impact & Next Steps",
        "beatId": "019dd95a-0702-74a3-87e0-25151da82f17",
        "matchId": "019dd95a-0543-7581-99ae-e92c92ec9ca6",
        "beatType": {
          "name": "Impact & Next Steps",
          "slug": "consultants-gambit-impact-next-steps",
          "status": "active",
          "canonId": "019dd9b8-0849-7728-9ee9-fd1609c4c655",
          "version": 1,
          "description": null
        },
        "evidence": "Action: capabilities to build + ~$11Bn+ revenue impact",
        "position": 5,
        "isPrimaryArc": true,
        "parentBeatType": {
          "name": "Resolution",
          "slug": "resolution",
          "status": "active",
          "canonId": "019dd9b8-045d-703b-8dd7-e92aba3ba91b",
          "version": 1,
          "description": "How the deck ends. Required in 19/20 arcs. The exception (Sparkline) ends with new bliss which is functionally a resolution."
        },
        "alignedBlockIds": null,
        "matchConfidence": 88
      },
      {
        "to": 22,
        "arc": {
          "name": "The Triple Take",
          "slug": "triple-take",
          "status": "active",
          "bestFor": "Data-driven presentations, research findings",
          "canonId": "019dd956-6221-73ad-bc12-378f8eb1f018",
          "version": 1,
          "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
          "structure": "The Facts (What) -> The Implications (So What) -> The Action (Now What)",
          "description": null,
          "familyLabel": null,
          "categoryName": "Analysis & Information",
          "categorySlug": "analysis-information"
        },
        "from": 8,
        "name": "The Facts (What)",
        "beatId": "019dd95a-0702-74a3-87e0-2986d735d600",
        "matchId": "019dd95a-0543-7581-99ae-ed37dc697ed1",
        "beatType": {
          "name": "The Facts (What)",
          "slug": "triple-take-the-facts-what",
          "status": "active",
          "canonId": "019dd9b8-092b-754c-8eaa-ede3ffdcb060",
          "version": 1,
          "description": null
        },
        "evidence": "Lights: India market data + consumer behavior facts",
        "position": 1,
        "isPrimaryArc": false,
        "parentBeatType": {
          "name": "Setup",
          "slug": "setup",
          "status": "active",
          "canonId": "019dd9b8-020e-7505-af9b-d9b9a4679bcc",
          "version": 1,
          "description": "Where the deck grounds the reader before doing anything else. Almost every arc opens here."
        },
        "alignedBlockIds": null,
        "matchConfidence": 80
      },
      {
        "to": 43,
        "arc": {
          "name": "The Triple Take",
          "slug": "triple-take",
          "status": "active",
          "bestFor": "Data-driven presentations, research findings",
          "canonId": "019dd956-6221-73ad-bc12-378f8eb1f018",
          "version": 1,
          "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
          "structure": "The Facts (What) -> The Implications (So What) -> The Action (Now What)",
          "description": null,
          "familyLabel": null,
          "categoryName": "Analysis & Information",
          "categorySlug": "analysis-information"
        },
        "from": 23,
        "name": "The Implications (So What)",
        "beatId": "019dd95a-0702-74a3-87e0-2df5adecf56a",
        "matchId": "019dd95a-0543-7581-99ae-ed37dc697ed1",
        "beatType": {
          "name": "The Implications (So What)",
          "slug": "triple-take-the-implications-so-what",
          "status": "active",
          "canonId": "019dd9b8-09c7-75cd-8c7b-ae0e23cca2b8",
          "version": 1,
          "description": null
        },
        "evidence": "Camera: discovery and engagement implications",
        "position": 2,
        "isPrimaryArc": false,
        "parentBeatType": {
          "name": "Reflection",
          "slug": "reflection",
          "status": "active",
          "canonId": "019dd9b8-0510-73fd-8d00-1c7e45f7bc98",
          "version": 1,
          "description": "The \"so what\" beat. Used by analytical arcs (Triple-take, Onion) and learning arcs (Voyage-return, Tragedy)."
        },
        "alignedBlockIds": null,
        "matchConfidence": 80
      },
      {
        "to": 53,
        "arc": {
          "name": "The Triple Take",
          "slug": "triple-take",
          "status": "active",
          "bestFor": "Data-driven presentations, research findings",
          "canonId": "019dd956-6221-73ad-bc12-378f8eb1f018",
          "version": 1,
          "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
          "structure": "The Facts (What) -> The Implications (So What) -> The Action (Now What)",
          "description": null,
          "familyLabel": null,
          "categoryName": "Analysis & Information",
          "categorySlug": "analysis-information"
        },
        "from": 44,
        "name": "The Action (Now What)",
        "beatId": "019dd95a-0702-74a3-87e0-31fdeb4518f1",
        "matchId": "019dd95a-0543-7581-99ae-ed37dc697ed1",
        "beatType": {
          "name": "The Action (Now What)",
          "slug": "triple-take-the-action-now-what",
          "status": "active",
          "canonId": "019dd9b8-0a5e-735a-bf53-3a1ba629b7aa",
          "version": 1,
          "description": null
        },
        "evidence": "Action: building a digital-ready organization",
        "position": 3,
        "isPrimaryArc": false,
        "parentBeatType": {
          "name": "Resolution",
          "slug": "resolution",
          "status": "active",
          "canonId": "019dd9b8-045d-703b-8dd7-e92aba3ba91b",
          "version": 1,
          "description": "How the deck ends. Required in 19/20 arcs. The exception (Sparkline) ends with new bliss which is functionally a resolution."
        },
        "alignedBlockIds": null,
        "matchConfidence": 80
      }
    ],
    "loops": [
      {
        "to": 13,
        "from": 10,
        "loop": {
          "name": "04_tale_two_worlds",
          "slug": "04-tale-two-worlds",
          "status": "active",
          "bestFor": "Competitive analysis, benchmarking, case for change",
          "canonId": "019dd956-674f-750b-b15d-f082e2717f4e",
          "version": 1,
          "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
          "structure": "Current State -> Desired State / Benchmark -> The Gap & Implication",
          "description": "Show the gap between two states to drive urgency or highlight opportunity",
          "familyLabel": null,
          "categoryName": "Comparison",
          "categorySlug": "comparison"
        },
        "matchId": "019dd95a-088b-72c8-b7e7-36c0961f7ac8",
        "evidence": "India OTT subs growing 3-4x US/China (p.10), then India placed below 11-country average on 2x2 (p.13)",
        "position": 1,
        "objective": "Contrast India's growth opportunity with under-indexed local media",
        "confidence": 85,
        "extraction": {
          "at": "2026-04-29 13:07:29.689431+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        }
      },
      {
        "to": 15,
        "from": 14,
        "loop": {
          "name": "14_day_in_life",
          "slug": "14-day-in-life",
          "status": "active",
          "bestFor": "Product demos, UX reviews, investor pitches focusing on pain points",
          "canonId": "019dd956-6b65-707f-9b14-89beaaab81fa",
          "version": 1,
          "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
          "structure": "The User's Struggle -> The Intervention (Your Solution) -> The Resolved State",
          "description": "Humanize abstract data by walking through a single user's struggle and resolution",
          "familyLabel": null,
          "categoryName": "Narrative",
          "categorySlug": "narrative"
        },
        "matchId": "019dd95a-088b-72c8-b7e7-3be9c24766b7",
        "evidence": "'Looked at consumers across demographics... to understand their content consumption journey' (pp.14-15)",
        "position": 2,
        "objective": "Frame the consumer's content-consumption journey",
        "confidence": 70,
        "extraction": {
          "at": "2026-04-29 13:07:29.689431+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        }
      },
      {
        "to": 22,
        "from": 17,
        "loop": {
          "name": "06_zoom_in",
          "slug": "06-zoom-in",
          "status": "active",
          "bestFor": "Technical deep-dives, case studies, detailed analysis",
          "canonId": "019dd956-6846-74db-82be-dff5b058b072",
          "version": 1,
          "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
          "structure": "The Big Picture -> Key Area of Focus -> Specific Detail -> Implication",
          "description": "Start broad, then progressively focus on specific details that prove your point",
          "familyLabel": null,
          "categoryName": "Analysis",
          "categorySlug": "analysis"
        },
        "matchId": "019dd95a-088b-72c8-b7e7-3c2d5bd4e21c",
        "evidence": "Lights section deep dive: cross-vertical, cross-demographic, regional digital influence",
        "position": 3,
        "objective": "Zoom into evolving consumer behavior across cohorts and verticals",
        "confidence": 78,
        "extraction": {
          "at": "2026-04-29 13:07:29.689431+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        }
      },
      {
        "to": 33,
        "from": 26,
        "loop": {
          "name": "03_aha_moment",
          "slug": "03-aha-moment",
          "status": "active",
          "bestFor": "Data-heavy sections, research findings, analytical arguments",
          "canonId": "019dd956-66f4-7668-ab25-cec9c996c0bc",
          "version": 1,
          "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
          "structure": "The Problem/Question -> What the Data Shows -> The Insight",
          "description": "Establish a tension, present data, then deliver the insight that changes everything",
          "familyLabel": null,
          "categoryName": "Narrative",
          "categorySlug": "narrative"
        },
        "matchId": "019dd95a-088b-72c8-b7e7-41c0917c9d9e",
        "evidence": "'Off-network discovery hugely underestimated - 50-60% on digital' (p.28) + dance-show case (p.33)",
        "position": 4,
        "objective": "Reveal that digital discovery is hugely underestimated",
        "confidence": 82,
        "extraction": {
          "at": "2026-04-29 13:07:29.689431+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        }
      },
      {
        "to": 37,
        "from": 34,
        "loop": {
          "name": "06_zoom_in",
          "slug": "06-zoom-in",
          "status": "active",
          "bestFor": "Technical deep-dives, case studies, detailed analysis",
          "canonId": "019dd956-6846-74db-82be-dff5b058b072",
          "version": 1,
          "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
          "structure": "The Big Picture -> Key Area of Focus -> Specific Detail -> Implication",
          "description": "Start broad, then progressively focus on specific details that prove your point",
          "familyLabel": null,
          "categoryName": "Analysis",
          "categorySlug": "analysis"
        },
        "matchId": "019dd95a-088b-72c8-b7e7-45c527f858f0",
        "evidence": "Higher digital engagement -> higher watch times -> churn reduction (pp.34-37)",
        "position": 5,
        "objective": "Zoom into digital engagement and its causal link to watch time / churn",
        "confidence": 76,
        "extraction": {
          "at": "2026-04-29 13:07:29.689431+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        }
      },
      {
        "to": 40,
        "from": 38,
        "loop": {
          "name": "23_expert_witness",
          "slug": "23-expert-witness",
          "status": "active",
          "bestFor": "Technical validation, regulatory compliance, skeptical executives",
          "canonId": "019dd956-6f24-735e-aa4b-4ec8e0334778",
          "version": 1,
          "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
          "structure": "The Authority's Credentials -> Their Finding/Opinion -> Applied to Our Case",
          "description": "Borrow credibility from a recognized authority to validate your position",
          "familyLabel": null,
          "categoryName": "Validation",
          "categorySlug": "validation"
        },
        "matchId": "019dd95a-088b-72c8-b7e7-482539a45ba2",
        "evidence": "Three case studies: WoM piggyback, Season 2 launch '4th most popular on IMDb', social-listening tone change",
        "position": 6,
        "objective": "Validate engagement thesis with branded case studies",
        "confidence": 86,
        "extraction": {
          "at": "2026-04-29 13:07:29.689431+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        }
      },
      {
        "to": 43,
        "from": 42,
        "loop": {
          "name": "41_so_what_cascade",
          "slug": "41-so-what-cascade",
          "status": "active",
          "bestFor": "Data presentations, executive summaries, driving to recommendations",
          "canonId": "019dd956-769f-7208-afbc-f28985c6f4fb",
          "version": 1,
          "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
          "structure": "The Data -> So What? (Insight 1) -> So What? (Insight 2) -> So What? (The Action)",
          "description": "Chain insights together, each answering 'so what?' until you reach the actionable conclusion",
          "familyLabel": null,
          "categoryName": "Consulting Framework",
          "categorySlug": "consulting-framework"
        },
        "matchId": "019dd95a-088b-72c8-b7e7-4d71a34f32b5",
        "evidence": "'Summary of key insights' page rolls up Discovery and Engagement findings into 'Drive more organic / Increase paid initiatives' actions",
        "position": 7,
        "objective": "Cascade data findings into prescriptive directions",
        "confidence": 84,
        "extraction": {
          "at": "2026-04-29 13:07:29.689431+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        }
      },
      {
        "to": 52,
        "from": 46,
        "loop": {
          "name": "48_capability_gap",
          "slug": "48-capability-gap",
          "status": "active",
          "bestFor": "M&A strategy, digital transformation, organizational design",
          "canonId": "019dd956-7967-72d8-af8c-67c97d61c03b",
          "version": 1,
          "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
          "structure": "Required Capabilities -> Current State -> The Gap -> Build vs Buy vs Partner Decision",
          "description": "Compare required capabilities vs. current capabilities to define the build/buy/partner decision",
          "familyLabel": null,
          "categoryName": "Consulting Framework",
          "categorySlug": "consulting-framework"
        },
        "matchId": "019dd95a-088b-72c8-b7e7-51d0978c0da5",
        "evidence": "'Critical new capabilities are needed' (p.47) + content factory, flywheel, tech/data, measurement (pp.48-52)",
        "position": 8,
        "objective": "Define required capabilities and how to build them",
        "confidence": 82,
        "extraction": {
          "at": "2026-04-29 13:07:29.689431+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        }
      }
    ],
    "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": "019dd95a-1474-7621-ae4e-755975dde2c3",
        "evidence": "Three parallel pillars summarising the deck thesis",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 88,
        "extraction": {
          "at": "2026-04-29 13:07:32.727482+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 4,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Three Pillars",
          "slug": "three-pillars",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-81ef-7455-a365-b234d95a6bbb",
          "version": 1,
          "bodyDocId": null,
          "description": "Three major supporting arguments that are MECE and address key concerns",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Architect",
        "layer": "block",
        "agents": [
          "Architect"
        ],
        "matchId": "019dd95a-1474-7621-ae4e-72d61edc3d1f",
        "evidence": "Three labeled columns: 'Think full funnel', 'Deploy digital as complementary medium', 'Ramp up digital engagement'",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": null,
        "confidence": 92,
        "extraction": {
          "at": "2026-04-29 13:07:32.727482+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 4,
        "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": "019dd95a-14f5-72a3-8b89-e0fecff8317d",
        "evidence": "Recommendations placed up front before evidence (answer-first structure)",
        "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": "2026-04-29 13:07:32.858858+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 5,
        "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": "Three Pillars",
          "slug": "three-pillars",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-81ef-7455-a365-b234d95a6bbb",
          "version": 1,
          "bodyDocId": null,
          "description": "Three major supporting arguments that are MECE and address key concerns",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Architect",
        "layer": "block",
        "agents": [
          "Architect"
        ],
        "matchId": "019dd95a-14f5-72a3-8b89-dfd6010304cc",
        "evidence": "Three columns: 'Identify pockets of innovation', 'Build capabilities to match global peers', 'Unlock significant value with digital'",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": null,
        "confidence": 90,
        "extraction": {
          "at": "2026-04-29 13:07:32.858858+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 5,
        "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": "019dd95a-14f5-72a3-8b8a-9122f6a76714",
        "evidence": "Top-down summary: insights followed by 'Drive organic / Increase paid' calls to action",
        "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": "2026-04-29 13:07:32.858858+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 42,
        "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": "Data Story Arc",
          "slug": "data-story-arc",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-9c30-728e-b974-d3fb123dcf5a",
          "version": 1,
          "bodyDocId": null,
          "description": "Context → Conflict → Insight → Implication structure for data narratives",
          "familyLabel": null,
          "categoryName": "Loop",
          "categorySlug": "loop"
        },
        "agent": "Storyteller",
        "layer": "loop",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019dd95a-14f5-72a3-8b89-f5dd35b0e5cc",
        "evidence": "Context (entertainment hungry) -> conflict (US/China static) -> insight (India 3-4x faster)",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": null,
        "confidence": 70,
        "extraction": {
          "at": "2026-04-29 13:07:32.858858+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 10,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Aha! Moment",
          "slug": "aha-moment",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-a5b5-7763-820e-b299c5f27a32",
          "version": 1,
          "bodyDocId": null,
          "description": "The moment when the audience realizes the value - design for insight revelation",
          "familyLabel": null,
          "categoryName": "Loop",
          "categorySlug": "loop"
        },
        "agent": "Storyteller",
        "layer": "loop",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019dd95a-14f5-72a3-8b8a-32fb40eb9478",
        "evidence": "Sets up data-driven revelation about discovery",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 70,
        "extraction": {
          "at": "2026-04-29 13:07:32.858858+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 26,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Information Gap Theory",
          "slug": "information-gap-theory",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-a856-765e-88bc-f703bdfec762",
          "version": 1,
          "bodyDocId": null,
          "description": "Curiosity arises from gap between what we know and want to know",
          "familyLabel": null,
          "categoryName": "Loop",
          "categorySlug": "loop"
        },
        "agent": "Storyteller",
        "layer": "loop",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019dd95a-14f5-72a3-8b8a-3886bd477747",
        "evidence": "80% point to supply gap creates curiosity about the unmet demand",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 60,
        "extraction": {
          "at": "2026-04-29 13:07:32.858858+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 27,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Causal Chain",
          "slug": "causal-chain",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-9e98-7269-907b-8cf727e9499d",
          "version": 1,
          "bodyDocId": null,
          "description": "Showing how one event leads to another in sequence",
          "familyLabel": null,
          "categoryName": "Loop",
          "categorySlug": "loop"
        },
        "agent": "Architect",
        "layer": "loop",
        "agents": [
          "Architect"
        ],
        "matchId": "019dd95a-14f5-72a3-8b8a-62af677604de",
        "evidence": "Opens chain engagement -> watch time -> churn that pp.36-37 complete",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 65,
        "extraction": {
          "at": "2026-04-29 13:07:32.858858+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 34,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Mere Exposure Effect",
          "slug": "mere-exposure-effect",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-aa39-704a-b6c8-6e7fb7173f6e",
          "version": 1,
          "bodyDocId": null,
          "description": "Repeated exposure increases liking - consistency builds familiarity",
          "familyLabel": null,
          "categoryName": "Loop",
          "categorySlug": "loop"
        },
        "agent": "Designer",
        "layer": "loop",
        "agents": [
          "Designer"
        ],
        "matchId": "019dd95a-14f5-72a3-8b8a-794b2ce25ada",
        "evidence": "Three case studies repeated to reinforce engagement thesis",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 60,
        "extraction": {
          "at": "2026-04-29 13:07:32.858858+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 38,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Peak-End Rule",
          "slug": "peak-end-rule",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-aa9c-728e-a15f-fa4c13a4aa78",
          "version": 1,
          "bodyDocId": null,
          "description": "Experiences judged primarily by their peak moment and ending",
          "familyLabel": null,
          "categoryName": "Loop",
          "categorySlug": "loop"
        },
        "agent": "Storyteller",
        "layer": "loop",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019dd95a-14f5-72a3-8b8a-948dbaacea8a",
        "evidence": "Summary placed at end of Camera section as memorable closing peak",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 60,
        "extraction": {
          "at": "2026-04-29 13:07:32.858858+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 42,
        "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": "019dd95a-14f5-72a3-8b89-d5542e848f97",
        "evidence": "Each pillar headline states the recommendation, not the topic",
        "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": "2026-04-29 13:07:32.858858+00",
          "model": "claude-legacy",
          "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": "Core Message Extraction",
          "slug": "core-message-extraction",
          "status": "active",
          "bestFor": "Any slide that carries an argument or finding. The diagnostic: if the slide has a chart on it, it needs a core message. Run extraction whenever the current title is a topic (Q3 performance, Customer satisfaction) rather than a claim, or when a reader could reasonably draw more than one conclusion from the visible evidence.",
          "canonId": "019dd956-bc71-707d-8867-1b2e810175cf",
          "version": 1,
          "bodyDocId": "f85613cb-4b77-462f-bfe6-3b862516e1a6",
          "description": "The discipline of distilling raw analysis, data, or content into a single declarative sentence — the slide's core message — that the audience would walk away with if they remembered nothing else. Process, not artefact: extraction questions run on the raw content until one sentence falls out.",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Architect",
        "layer": "slide",
        "agents": [
          "Architect"
        ],
        "matchId": "019dd95a-14f5-72a3-8b89-d822cb12a2f0",
        "evidence": "Trailer crystallises full deck message into three bold pillar lines",
        "pageRefs": null,
        "priority": null,
        "whenToUse": "Any slide that carries an argument or finding. The diagnostic: if the slide has a chart on it, it needs a core message. Run extraction whenever the current title is a topic (Q3 performance, Customer satisfaction) rather than a claim, or when a reader could reasonably draw more than one conclusion from the visible evidence.",
        "confidence": 78,
        "extraction": {
          "at": "2026-04-29 13:07:32.858858+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 4,
        "whyItWorks": "Solves the two failure modes of slide writing simultaneously: the topic title (which outsources interpretation to the audience and produces three different conclusions in three different heads) and the multi-thesis stapler (which exceeds working memory and gets remembered as fragments). Aligns with how readers actually consume decks — Heath & Heath's Find the Core, the journalist's nut graf, and Minto's governing thought all converge on the same cognitive economics.",
        "antipattern": "Topic titles disguised as core messages (Customer satisfaction, no verb, no stake); multi-thesis sentences stapled with and; hedged sentences (may show signs of possible softening); chart-caption titles (Revenue fell 4%) that restate what the chart already shows instead of naming the so-what; meta-commentary (this slide explores...) that describes the slide rather than concluding it.",
        "cardinality": null,
        "narrativePurpose": "Forces the slide author to do the interpretive work before the slide ships, so the audience does not have to do it during the meeting. Wins the WYSIATI battle on purpose — the loudest fragment on the page becomes the author's chosen sentence rather than whichever chart label happens to be largest."
      },
      {
        "tool": {
          "name": "List presentation",
          "slug": "list-presentation",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1",
          "version": 1,
          "bodyDocId": null,
          "description": "Bulleted, numbered, or checklist enumerations.",
          "familyLabel": null,
          "categoryName": null,
          "categorySlug": null
        },
        "agent": null,
        "layer": "slide",
        "agents": null,
        "matchId": "76c4a791-39a1-46cf-a2c5-c2288ba19ea6",
        "evidence": "list/bullet: Deploy digital as a complementary medium...",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-07-16 21:04:10.93403+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": "Storytelling: audience calibration",
          "slug": "audience",
          "status": "active",
          "bestFor": null,
          "canonId": "019df269-23ea-723a-87c0-af1d78d702d2",
          "version": 1,
          "bodyDocId": "019df269-23c5-72ec-8b94-78fc1da7b656",
          "description": "The same thesis, written for four different audiences, produces four",
          "familyLabel": "narrative-block",
          "categoryName": "Narrative & Transformation",
          "categorySlug": "narrative-transformation"
        },
        "agent": "storyteller",
        "layer": "slide",
        "agents": [
          "storyteller"
        ],
        "matchId": "d63bac57-8afa-4138-a742-fbe0186f346b",
        "evidence": "Significant consumer involvement on digital channels...",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.7,
        "extraction": {
          "at": "2026-07-16 21:04:10.967812+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": "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": "367567db-10ec-430f-afcd-127a4e94a460",
        "evidence": "list/bullet: Nurture Test and learn culture with agile teaming...",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.5,
        "extraction": {
          "at": "2026-07-16 21:04:11.072884+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 5,
        "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": "019dd95a-14f5-72a3-8b89-e65e609775e1",
        "evidence": "Each column headline is an imperative recommendation",
        "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": "2026-04-29 13:07:32.858858+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 5,
        "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": "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": "019dd95a-14f5-72a3-8b89-eb6e35ecc165",
        "evidence": "'2.5-3x higher active user base', '30-40% sales uplift' instead of vague gains",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 82,
        "extraction": {
          "at": "2026-04-29 13:07:32.858858+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 5,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Flywheel",
          "slug": "flywheel",
          "status": "active",
          "bestFor": null,
          "canonId": "019de52d-1ad8-75ab-9027-a40365590152",
          "version": 1,
          "bodyDocId": null,
          "description": null,
          "familyLabel": null,
          "categoryName": null,
          "categorySlug": null
        },
        "agent": null,
        "layer": "slide",
        "agents": null,
        "matchId": "32ada2a3-5070-4cfb-a1c6-2ca63fd91a1b",
        "evidence": "Flywheel for user engagement",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.8,
        "extraction": {
          "at": "2026-07-16 21:04:11.03944+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 5,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Section divider",
          "slug": "section-divider",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd9e1-4c66-707d-8d1f-6e14547134c7",
          "version": 1,
          "bodyDocId": null,
          "description": "A transitional slide marking the start of a new section.",
          "familyLabel": null,
          "categoryName": null,
          "categorySlug": null
        },
        "agent": null,
        "layer": "slide",
        "agents": null,
        "matchId": "cae2c7ae-a769-4d65-9b32-15f73bb3d846",
        "evidence": "title/headline: 03 ACTION Building a digital-ready organization",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-07-16 21:04:11.173731+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 7,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": "common",
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Section divider",
          "slug": "section-divider",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd9e1-4c66-707d-8d1f-6e14547134c7",
          "version": 1,
          "bodyDocId": null,
          "description": "A transitional slide marking the start of a new section.",
          "familyLabel": null,
          "categoryName": null,
          "categorySlug": null
        },
        "agent": null,
        "layer": "slide",
        "agents": null,
        "matchId": "d9648431-4f0b-46a9-8bc0-aa9e8a46fee2",
        "evidence": "title/headline: 01 LIGHTS",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-07-16 21:04:11.240838+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": "019dd95a-14f5-72a3-8b89-ec6d1dd2c33c",
        "evidence": "'India is an entertainment-hungry nation - growth in digital driving new content consumption'",
        "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": 88,
        "extraction": {
          "at": "2026-04-29 13:07:32.858858+00",
          "model": "claude-legacy",
          "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": "Chart Selection Guide",
          "slug": "chart-selection-guide",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-b1a0-700b-ba17-0e16c4d5bcae",
          "version": 1,
          "bodyDocId": null,
          "description": "Choosing the right chart type for your data and message",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Designer",
        "layer": "slide",
        "agents": [
          "Designer"
        ],
        "matchId": "53c926a8-cf57-4fc2-b50a-3b5e08f44951",
        "evidence": "chart/bar-stacked: Number of hours of consumption/day/viewer 2019 vs 2022E",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.7,
        "extraction": {
          "at": "2026-07-16 21:04:11.342172+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 10,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Small Multiples",
          "slug": "small-multiples",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-b32d-7586-b368-baa1dd388ed4",
          "version": 1,
          "bodyDocId": null,
          "description": "Repeating similar charts for comparison across categories or time",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Designer",
        "layer": "slide",
        "agents": [
          "Designer"
        ],
        "matchId": "019dd95a-14f5-72a3-8b89-f0fe20613335",
        "evidence": "Same CAGR chart repeated for India / US / China for PayTV and OTT SVoD",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 85,
        "extraction": {
          "at": "2026-04-29 13:07:32.858858+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 10,
        "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": "019dd95a-14f5-72a3-8b89-f82e7783a0b5",
        "evidence": "'Video verticals... expected to grow at 12%+ CAGR for next 3 years'",
        "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": "2026-04-29 13:07:32.858858+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 11,
        "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": "Annotation",
          "slug": "annotation",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-b5b9-7668-bf0e-3af99823ec5c",
          "version": 1,
          "bodyDocId": null,
          "description": "Adding explanatory labels to highlight key data points",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Designer",
        "layer": "slide",
        "agents": [
          "Designer"
        ],
        "matchId": "019dd95a-14f5-72a3-8b89-fec70b0641ba",
        "evidence": "Callout: '50%+ of OTT time on vernacular by 2025'",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 70,
        "extraction": {
          "at": "2026-04-29 13:07:32.858858+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 11,
        "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": "2d93441a-4250-4ac6-9066-efed33cba102",
        "evidence": "The report is focused on the LTV, OTT and Movie Studios sectors",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": null,
        "confidence": 0.7,
        "extraction": {
          "at": "2026-07-16 21:04:12.683111+00",
          "model": "or:meta-llama/llama-4-scout",
          "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": "019dd95a-14f5-72a3-8b8a-0119fcfea9a5",
        "evidence": "'Digitally active users... expected to be 85% of internet users'",
        "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": "2026-04-29 13:07:32.858858+00",
          "model": "claude-legacy",
          "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": "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": "792d4868-40e7-4eff-ba44-235c6f4a8eae",
        "evidence": "Digitally active users penetration: 85%",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": null,
        "confidence": 0.7,
        "extraction": {
          "at": "2026-07-16 21:04:12.743351+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": "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": "019dd95a-14f5-72a3-8b8a-04d288f807ab",
        "evidence": "'However, Indian media companies are under-indexed on marketing spends and digital capabilities'",
        "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": "2026-04-29 13:07:32.858858+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 13,
        "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": "Audience Segmentation",
          "slug": "audience-segmentation",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-8079-7046-8e6b-ecdf1bf15590",
          "version": 1,
          "bodyDocId": null,
          "description": "Grouping audience by attitude toward your message: Champions, Neutrals, Skeptics",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Storyteller",
        "layer": "slide",
        "agents": [
          "Storyteller"
        ],
        "matchId": "4ddf7fcf-a59e-4380-9017-e145bffd68c2",
        "evidence": "Even domestically, digital spends lower than other B2C industries",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.7,
        "extraction": {
          "at": "2026-07-16 21:04:12.804486+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 13,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Von Restorff Effect",
          "slug": "von-restorff-effect",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-beab-73d8-9f62-30d0332e926e",
          "version": 1,
          "bodyDocId": null,
          "description": "Items that stand out are noticed and remembered - make key points visually distinct",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Designer",
        "layer": "slide",
        "agents": [
          "Designer"
        ],
        "matchId": "019dd95a-14f5-72a3-8b8a-089fb64971d0",
        "evidence": "India flag highlighted in green amongst grey peers on the 2x2",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 65,
        "extraction": {
          "at": "2026-04-29 13:07:32.858858+00",
          "model": "claude-legacy",
          "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": "019dd95a-14f5-72a3-8b8a-0d58980e0324",
        "evidence": "Demographic split frames the analytical lens",
        "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": 75,
        "extraction": {
          "at": "2026-04-29 13:07:32.858858+00",
          "model": "claude-legacy",
          "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": "Audience Persona",
          "slug": "audience-persona",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-7fe3-74e9-88b8-be0bea34f219",
          "version": 1,
          "bodyDocId": null,
          "description": "Detailed fictional profile of typical audience member including goals, frustrations, and context",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Storyteller",
        "layer": "slide",
        "agents": [
          "Storyteller"
        ],
        "matchId": "cca51a84-b2c7-43c9-894f-8aa081902a60",
        "evidence": "Consumer demographic distribution: 53%",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.7,
        "extraction": {
          "at": "2026-07-16 21:04:12.86542+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 14,
        "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": "019dd95a-14f5-72a3-8b8a-1328f16e6d00",
        "evidence": "States the journey-decomposition objective",
        "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": 70,
        "extraction": {
          "at": "2026-04-29 13:07:32.858858+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 15,
        "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": "Customer journey map",
          "slug": "customer-journey-map",
          "status": "active",
          "bestFor": null,
          "canonId": "019de52d-1b26-7499-98c8-1091acc836be",
          "version": 1,
          "bodyDocId": null,
          "description": null,
          "familyLabel": null,
          "categoryName": null,
          "categorySlug": null
        },
        "agent": null,
        "layer": "slide",
        "agents": null,
        "matchId": "87b98f36-1a0c-4552-aa7e-ba13bf8f3782",
        "evidence": "Actively following the content episode after episode, season after season (incl. catchup)",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.7,
        "extraction": {
          "at": "2026-07-16 21:04:12.926213+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 15,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Problem Statement Canvas",
          "slug": "problem-statement-canvas",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-839d-744b-ad11-9bf3e3642a18",
          "version": 1,
          "bodyDocId": null,
          "description": "Structured definition of the problem: What? Who? Where? When? Scale?",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Architect",
        "layer": "slide",
        "agents": [
          "Architect"
        ],
        "matchId": "dfdded33-2ad0-4063-85c3-af6b8bee0b59",
        "evidence": "CORE OBJECTIVE OF THE STUDY WAS TO UNDERSTAND...",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.7,
        "extraction": {
          "at": "2026-07-16 21:04:12.988059+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": "Section divider",
          "slug": "section-divider",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd9e1-4c66-707d-8d1f-6e14547134c7",
          "version": 1,
          "bodyDocId": null,
          "description": "A transitional slide marking the start of a new section.",
          "familyLabel": null,
          "categoryName": null,
          "categorySlug": null
        },
        "agent": null,
        "layer": "slide",
        "agents": null,
        "matchId": "29378997-5795-41fe-89f6-4dab51ddbd88",
        "evidence": "LIGHTS: UNDERSTANDING THE POWER OF DIGITAL & EVOLVING CONSUMER BEHAVIOR",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-07-16 21:04:13.050152+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 17,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": "common",
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "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": "019dd95a-14f5-72a3-8b8a-17c20af2dae1",
        "evidence": "'Activations to be designed keeping in mind...'",
        "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": 70,
        "extraction": {
          "at": "2026-04-29 13:07:32.858858+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 18,
        "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": "019dd95a-14f5-72a3-8b8a-1859c6e5de52",
        "evidence": "'Consumers seamlessly transition across LTV and OTT'",
        "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": 80,
        "extraction": {
          "at": "2026-04-29 13:07:32.858858+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 19,
        "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": "Customer journey map",
          "slug": "customer-journey-map",
          "status": "active",
          "bestFor": null,
          "canonId": "019de52d-1b26-7499-98c8-1091acc836be",
          "version": 1,
          "bodyDocId": null,
          "description": null,
          "familyLabel": null,
          "categoryName": null,
          "categorySlug": null
        },
        "agent": null,
        "layer": "slide",
        "agents": null,
        "matchId": "fdbd11e8-6017-4682-b927-dc4cbcb49fb1",
        "evidence": "Content consumption is vertical agnostic for 40%+ respondents",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.7,
        "extraction": {
          "at": "2026-07-16 21:04:13.151995+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 19,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Unexpected Pattern",
          "slug": "unexpected-pattern",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-bc0f-71af-8d32-3c1a2da38c40",
          "version": 1,
          "bodyDocId": null,
          "description": "Breaking a pattern to create surprise and attention",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Storyteller",
        "layer": "slide",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019dd95a-14f5-72a3-8b8a-1dfa47efbbc3",
        "evidence": "Callout 'content consumption is vertical agnostic for 40%+' counters siloed industry view",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 65,
        "extraction": {
          "at": "2026-04-29 13:07:32.858858+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 19,
        "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": "56e30896-548b-47cc-9737-552f347ff566",
        "evidence": "Heatmap table showing % respondents influenced by Age, Gender, Income, City-tier across Pre/Post watching stages",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.5,
        "extraction": {
          "at": "2026-07-16 21:04:13.216069+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 20,
        "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": "019dd95a-14f5-72a3-8b8a-23ff54c89eb0",
        "evidence": "'Contrary to industry belief, even cohorts like over-35, women and small-town residents have significant digital influence'",
        "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": 88,
        "extraction": {
          "at": "2026-04-29 13:07:32.858858+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 20,
        "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": "Unexpected Pattern",
          "slug": "unexpected-pattern",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-bc0f-71af-8d32-3c1a2da38c40",
          "version": 1,
          "bodyDocId": null,
          "description": "Breaking a pattern to create surprise and attention",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Storyteller",
        "layer": "slide",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019dd95a-14f5-72a3-8b8a-24c4049873b7",
        "evidence": "Data overturns assumed cohort behavior",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 80,
        "extraction": {
          "at": "2026-04-29 13:07:32.858858+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 20,
        "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": "019dd95a-14f5-72a3-8b8a-2bae78200601",
        "evidence": "'Digital influence similar for Hindi and Regional, but driven by different channels'",
        "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": 80,
        "extraction": {
          "at": "2026-04-29 13:07:32.858858+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 21,
        "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": "Comparison frame",
          "slug": "comparison-frame",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd9e1-484b-7399-a4fc-d14644b99f93",
          "version": 1,
          "bodyDocId": null,
          "description": "Two or more states/subjects placed side by side to expose a gap.",
          "familyLabel": null,
          "categoryName": null,
          "categorySlug": null
        },
        "agent": null,
        "layer": "slide",
        "agents": null,
        "matchId": "e7254cad-622a-459a-9b8d-140b6702a4e8",
        "evidence": "Comparison of top ranked digital channels and activities for Hindi vs Regional content",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.7,
        "extraction": {
          "at": "2026-07-16 21:04:13.278083+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 21,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": "common",
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Executive summary",
          "slug": "executive-summary",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd9e1-4b63-72d5-9734-da757d91ca61",
          "version": 1,
          "bodyDocId": null,
          "description": "A condensed view of the entire argument on a single slide / block.",
          "familyLabel": null,
          "categoryName": null,
          "categorySlug": null
        },
        "agent": null,
        "layer": "slide",
        "agents": null,
        "matchId": "678729a2-4823-4b94-9e25-87098e78759b",
        "evidence": "M&E companies must actively and consciously understand evolving consumer behavior",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.7,
        "extraction": {
          "at": "2026-07-16 21:04:13.337663+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 22,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": "common",
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "2x2 matrix",
          "slug": "matrix-2x2",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd9e1-50ab-72d1-8afb-3ab0a38e32a8",
          "version": 1,
          "bodyDocId": null,
          "description": "BCG matrix, importance/urgency, any axes-and-quadrants frame.",
          "familyLabel": null,
          "categoryName": null,
          "categorySlug": null
        },
        "agent": null,
        "layer": "slide",
        "agents": null,
        "matchId": "f11bb350-4c69-4e12-bb7d-ba50b8f8e7cb",
        "evidence": "chart/bar-vertical: Bar chart showing percentage of respondents discovering content digitally across Overall, OTT, Movie Studios, and LTV segments.",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.7,
        "extraction": {
          "at": "2026-07-16 21:04:15.204389+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 26,
        "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": "019dd95a-14f5-72a3-8b8a-2c0cc51f8b5c",
        "evidence": "'Digital discovery is on the upswing, even in LTV'",
        "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": "2026-04-29 13:07:32.858858+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 26,
        "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": "019dd95a-14f5-72a3-8b8a-36f58c3ef4f9",
        "evidence": "'viewers are influenced by digital, but supply is a constraint'",
        "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": "2026-04-29 13:07:32.858858+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 27,
        "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": "019dd95a-14f5-72a3-8b8a-3d9caa5c4e8a",
        "evidence": "'Off-network discovery is hugely underestimated - 50-60% of it is on digital channels'",
        "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": "2026-04-29 13:07:32.858858+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 28,
        "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": "Unexpected Pattern",
          "slug": "unexpected-pattern",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-bc0f-71af-8d32-3c1a2da38c40",
          "version": 1,
          "bodyDocId": null,
          "description": "Breaking a pattern to create surprise and attention",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Storyteller",
        "layer": "slide",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019dd95a-14f5-72a3-8b8a-4255422dac50",
        "evidence": "Word 'underestimated' frames the surprise vs prevailing belief",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 80,
        "extraction": {
          "at": "2026-04-29 13:07:32.858858+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 28,
        "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": "019dd95a-14f5-72a3-8b8a-441c0b4a6a69",
        "evidence": "'60%+ consumers seek out information about content before deciding to watch'",
        "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": 82,
        "extraction": {
          "at": "2026-04-29 13:07:32.858858+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 30,
        "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": "019dd95a-14f5-72a3-8b8a-48b6fc1a77af",
        "evidence": "'Within digital, videos have the greatest influence on viewer decision-making'",
        "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": "2026-04-29 13:07:32.858858+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 31,
        "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": "Small Multiples",
          "slug": "small-multiples",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-b32d-7586-b368-baa1dd388ed4",
          "version": 1,
          "bodyDocId": null,
          "description": "Repeating similar charts for comparison across categories or time",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Designer",
        "layer": "slide",
        "agents": [
          "Designer"
        ],
        "matchId": "019dd95a-14f5-72a3-8b8a-4f7a3c0f9e4e",
        "evidence": "Same bar layout repeated for LTV / OTT / Movie Studios columns",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 90,
        "extraction": {
          "at": "2026-04-29 13:07:32.858858+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 31,
        "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": "019dd95a-14f5-72a3-8b8a-51c99e2357fa",
        "evidence": "'Consumers seek similar information across verticals, but priorities vary'",
        "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": 80,
        "extraction": {
          "at": "2026-04-29 13:07:32.858858+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 32,
        "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": "Sinatra Test",
          "slug": "sinatra-test",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-be4a-775f-8038-d4e7e58dfc5a",
          "version": 1,
          "bodyDocId": null,
          "description": "If you can make it there, you can make it anywhere - using flagship example",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Storyteller",
        "layer": "slide",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019dd95a-14f5-72a3-8b8a-545ec3ba3019",
        "evidence": "Flagship case: dance reality show '2nd highest rated... top 20 within a week'",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 85,
        "extraction": {
          "at": "2026-04-29 13:07:32.858858+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 33,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Story Moments",
          "slug": "story-moments",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-ae4e-768d-a18b-108e6cda511e",
          "version": 1,
          "bodyDocId": null,
          "description": "Design key emotional beats: The Shock, The Vision, The Proof, The Choice, The Call",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Storyteller",
        "layer": "slide",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019dd95a-14f5-72a3-8b8a-58cb00a7cbb3",
        "evidence": "Single-deck case study presented as proof beat",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 70,
        "extraction": {
          "at": "2026-04-29 13:07:32.858858+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 33,
        "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": "019dd95a-14f5-72a3-8b8a-5ff212a583f6",
        "evidence": "'~50% viewers engage with content - 35-50% occurs digitally'",
        "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": 82,
        "extraction": {
          "at": "2026-04-29 13:07:32.858858+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 34,
        "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": "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": "bec0d371-1a91-4493-804a-4a94de94ae55",
        "evidence": "legend: Industry-generated content vs User-generated content",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.5,
        "extraction": {
          "at": "2026-07-16 21:04:25.971709+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 35,
        "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": "019dd95a-14f5-72a3-8b8a-6408e620f980",
        "evidence": "'digital engagement in LTV is driven by user-generated content'",
        "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": 75,
        "extraction": {
          "at": "2026-04-29 13:07:32.858858+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 35,
        "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": "Audience Segmentation",
          "slug": "audience-segmentation",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-8079-7046-8e6b-ecdf1bf15590",
          "version": 1,
          "bodyDocId": null,
          "description": "Grouping audience by attitude toward your message: Champions, Neutrals, Skeptics",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Storyteller",
        "layer": "slide",
        "agents": [
          "Storyteller"
        ],
        "matchId": "2e6d66aa-8dde-4efb-94c2-c01fc38fef13",
        "evidence": "85%+ consumers consume short clips of watched shows",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.7,
        "extraction": {
          "at": "2026-07-16 21:04:25.93853+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 35,
        "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": "019dd95a-14f5-72a3-8b8a-69eaa01608ca",
        "evidence": "'Higher digital engagement correlated with higher watch times'",
        "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": "2026-04-29 13:07:32.858858+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 36,
        "whyItWorks": "Solves two failure modes at once. (1) The buried claim: action titles place the conclusion on the page before any analysis is read, so a busy reader doesn't reverse-engineer it from the chart. (2) The spineless deck: because each title is a claim, slides have to ladder up to the governing thought; logical gaps become visible as topic-shaped titles in a sequence that no longer reads as a story.",
        "antipattern": "Topic labels disguised as titles — Volume by quarter, Key findings, Pricing strategy, Margins have been impacted. No verb, or a passive verb with no agent, or a fact (Revenue grew 12%) without the so-what. Also: titles that overreach the chart's evidence, multi-claim X-grew-but-Y-fell welded titles, and mechanical repetition of the same X-drove-Y template across the deck.",
        "cardinality": null,
        "narrativePurpose": "Forces the deck to carry its argument in the title bar so a senior reader can extract the recommendation without opening a single slide; converts a binder of topics into a navigable pyramid where every slide is a node defending the apex."
      },
      {
        "tool": {
          "name": "Chart Selection Guide",
          "slug": "chart-selection-guide",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-b1a0-700b-ba17-0e16c4d5bcae",
          "version": 1,
          "bodyDocId": null,
          "description": "Choosing the right chart type for your data and message",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Designer",
        "layer": "slide",
        "agents": [
          "Designer"
        ],
        "matchId": "d63eca84-ad03-4de2-b66d-315e001553d3",
        "evidence": "chart/dot: Watch time/week (in minutes) for GEC fiction, GEC non-fiction, and Sports, comparing not engaged vs digitally engaged users.",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.5,
        "extraction": {
          "at": "2026-07-16 21:04:26.039048+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 36,
        "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": "019dd95a-14f5-72a3-8b8a-6f84b4c7e335",
        "evidence": "'drives churn reduction and subsequent content consumption'",
        "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": 82,
        "extraction": {
          "at": "2026-04-29 13:07:32.858858+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 37,
        "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": "aa45fb59-a18a-4896-b885-cd50c60b8ea9",
        "evidence": "Optimize campaigns for deep funnel metrics and deploy 1PD-led churn prediction models",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.5,
        "extraction": {
          "at": "2026-07-16 21:04:26.145762+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 37,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Customer journey map",
          "slug": "customer-journey-map",
          "status": "active",
          "bestFor": null,
          "canonId": "019de52d-1b26-7499-98c8-1091acc836be",
          "version": 1,
          "bodyDocId": null,
          "description": null,
          "familyLabel": null,
          "categoryName": null,
          "categorySlug": null
        },
        "agent": null,
        "layer": "slide",
        "agents": null,
        "matchId": "ebd73038-83cc-4ce9-a9ab-b3b074155d23",
        "evidence": "chart/dot: Watch time/week (in minutes) for GEC, Movies, and Sports comparing non-engaged vs digitally engaged consumers.",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.7,
        "extraction": {
          "at": "2026-07-16 21:04:26.109802+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 37,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Sinatra Test",
          "slug": "sinatra-test",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-be4a-775f-8038-d4e7e58dfc5a",
          "version": 1,
          "bodyDocId": null,
          "description": "If you can make it there, you can make it anywhere - using flagship example",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Storyteller",
        "layer": "slide",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019dd95a-14f5-72a3-8b8a-7290f1bd4afc",
        "evidence": "Case: piggyback on social issue to nudge WoM via on/offline activations",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 80,
        "extraction": {
          "at": "2026-04-29 13:07:32.858858+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 38,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Story Moments",
          "slug": "story-moments",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-ae4e-768d-a18b-108e6cda511e",
          "version": 1,
          "bodyDocId": null,
          "description": "Design key emotional beats: The Shock, The Vision, The Proof, The Choice, The Call",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Storyteller",
        "layer": "slide",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019dd95a-14f5-72a3-8b8a-75346d75dad5",
        "evidence": "Case-study story used as proof-point",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 70,
        "extraction": {
          "at": "2026-04-29 13:07:32.858858+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 38,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Story Moments",
          "slug": "story-moments",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-ae4e-768d-a18b-108e6cda511e",
          "version": 1,
          "bodyDocId": null,
          "description": "Design key emotional beats: The Shock, The Vision, The Proof, The Choice, The Call",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Storyteller",
        "layer": "slide",
        "agents": [
          "Storyteller"
        ],
        "matchId": "7e31481c-6729-415f-be52-022c9626911a",
        "evidence": "Word of mouth (WoM) happens organically - it is entirely consumer-led and driven by content quality",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.5,
        "extraction": {
          "at": "2026-07-16 21:04:26.213374+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 38,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Halo Effect",
          "slug": "halo-effect",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-c7a3-757c-82ed-429da0d9256f",
          "version": 1,
          "bodyDocId": null,
          "description": "Positive impression in one area influences opinions in others",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Storyteller",
        "layer": "slide",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019dd95a-14f5-72a3-8b8a-824fad333739",
        "evidence": "Borrowing IMDb worldwide ranking to validate the engagement playbook",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 60,
        "extraction": {
          "at": "2026-04-29 13:07:32.858858+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 39,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Sinatra Test",
          "slug": "sinatra-test",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-be4a-775f-8038-d4e7e58dfc5a",
          "version": 1,
          "bodyDocId": null,
          "description": "If you can make it there, you can make it anywhere - using flagship example",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Storyteller",
        "layer": "slide",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019dd95a-14f5-72a3-8b8a-7fac854d95ba",
        "evidence": "'4th most popular show worldwide on IMDb within 3 weeks'",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 85,
        "extraction": {
          "at": "2026-04-29 13:07:32.858858+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 39,
        "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": "019dd95a-14f5-72a3-8b8a-8b3fe5f5f326",
        "evidence": "$365Mn box-office figure anchors the abstract 'social listening' capability",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 75,
        "extraction": {
          "at": "2026-04-29 13:07:32.858858+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 40,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Sinatra Test",
          "slug": "sinatra-test",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-be4a-775f-8038-d4e7e58dfc5a",
          "version": 1,
          "bodyDocId": null,
          "description": "If you can make it there, you can make it anywhere - using flagship example",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Storyteller",
        "layer": "slide",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019dd95a-14f5-72a3-8b8a-842335c94d05",
        "evidence": "Case headlined with '$365+Mn' result of social-listening tone change",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 82,
        "extraction": {
          "at": "2026-04-29 13:07:32.858858+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 40,
        "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": "019dd95a-14f5-72a3-8b8a-8ea6f8239307",
        "evidence": "'SUMMARY OF KEY INSIGHTS' with discovery sub-conclusions",
        "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": 80,
        "extraction": {
          "at": "2026-04-29 13:07:32.858858+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 42,
        "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": "019dd95a-14f5-72a3-8b8a-9aab4b0dc1a3",
        "evidence": "'Up to 40% higher watch times for digitally engaged audiences'",
        "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": 80,
        "extraction": {
          "at": "2026-04-29 13:07:32.858858+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 43,
        "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": "Customer journey map",
          "slug": "customer-journey-map",
          "status": "active",
          "bestFor": null,
          "canonId": "019de52d-1b26-7499-98c8-1091acc836be",
          "version": 1,
          "bodyDocId": null,
          "description": null,
          "familyLabel": null,
          "categoryName": null,
          "categorySlug": null
        },
        "agent": null,
        "layer": "slide",
        "agents": null,
        "matchId": "eb7af424-7d72-4aca-83b6-fe48be4bcbf6",
        "evidence": "Generate actionable feedback from online chatter before release",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.7,
        "extraction": {
          "at": "2026-07-16 21:04:26.38356+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 43,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Section divider",
          "slug": "section-divider",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd9e1-4c66-707d-8d1f-6e14547134c7",
          "version": 1,
          "bodyDocId": null,
          "description": "A transitional slide marking the start of a new section.",
          "familyLabel": null,
          "categoryName": null,
          "categorySlug": null
        },
        "agent": null,
        "layer": "slide",
        "agents": null,
        "matchId": "e0ed7f7d-e21a-4f84-af55-8ebba4cc9202",
        "evidence": "03 ACTION Building a digital-ready organization",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-07-17 03:14:38.809929+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 44,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": "common",
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "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": "019dd95a-14f5-72a3-8b8a-9ff4e5dbf24f",
        "evidence": "'Navigating the new digital landscape'",
        "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": 70,
        "extraction": {
          "at": "2026-04-29 13:07:32.858858+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 46,
        "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": "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": "1e011ade-40e3-4aaf-ad1a-f9ae2c6216b8",
        "evidence": "Circular process diagram with 5 numbered segments",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.5,
        "extraction": {
          "at": "2026-07-16 21:04:10.000384+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 47,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": "common",
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "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": "019dd95a-14f5-72a3-8b8a-a188201dcbaa",
        "evidence": "'Critical new capabilities are needed to maximize revenue generation'",
        "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": 82,
        "extraction": {
          "at": "2026-04-29 13:07:32.858858+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 47,
        "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": "Flywheel",
          "slug": "flywheel",
          "status": "active",
          "bestFor": null,
          "canonId": "019de52d-1ad8-75ab-9027-a40365590152",
          "version": 1,
          "bodyDocId": null,
          "description": null,
          "familyLabel": null,
          "categoryName": null,
          "categorySlug": null
        },
        "agent": null,
        "layer": "slide",
        "agents": null,
        "matchId": "ff276e94-d8d2-4f3f-9972-b54e000ef4e0",
        "evidence": "Flywheel for user engagement: Inability to nudge WoM with marketing activations, both digital and offline",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.7,
        "extraction": {
          "at": "2026-07-16 21:04:09.95961+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 47,
        "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": "019dd95a-14f5-72a3-8b8a-a51531ece502",
        "evidence": "'Develop a content factory to generate high-quality content at speed'",
        "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": "2026-04-29 13:07:32.858858+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 48,
        "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": "Metaphor & Analogy",
          "slug": "metaphor-analogy",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-adea-7729-bca1-70810d6238a9",
          "version": 1,
          "bodyDocId": null,
          "description": "Making abstract concepts concrete through familiar comparisons",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Storyteller",
        "layer": "slide",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019dd95a-14f5-72a3-8b8a-ab2b12fb8ddb",
        "evidence": "'Content factory' metaphor frames a complex operating model",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": null,
        "confidence": 80,
        "extraction": {
          "at": "2026-04-29 13:07:32.858858+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 48,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Visual Hierarchy",
          "slug": "visual-hierarchy",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-b2ca-706b-937f-e52441086fd7",
          "version": 1,
          "bodyDocId": null,
          "description": "Order of perception through Size > Color > Position > Weight > Space",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Designer",
        "layer": "slide",
        "agents": [
          "Designer"
        ],
        "matchId": "019dd95a-14f5-72a3-8b8a-afc825189db8",
        "evidence": "Two icon-led branches (in-house talent / partnerships) with sub-bullets",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 70,
        "extraction": {
          "at": "2026-04-29 13:07:32.858858+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 48,
        "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": "019dd95a-14f5-72a3-8b8a-b1488d0a480e",
        "evidence": "'Build a flywheel for user engagement, leveled up with paid activations'",
        "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": "2026-04-29 13:07:32.858858+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 49,
        "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": "Flywheel",
          "slug": "flywheel",
          "status": "active",
          "bestFor": null,
          "canonId": "019de52d-1ad8-75ab-9027-a40365590152",
          "version": 1,
          "bodyDocId": null,
          "description": null,
          "familyLabel": null,
          "categoryName": null,
          "categorySlug": null
        },
        "agent": null,
        "layer": "slide",
        "agents": null,
        "matchId": "fa426c49-06ab-4dfb-ae9b-77988e02208a",
        "evidence": "Flywheel diagram",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-07-16 21:04:10.133248+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 49,
        "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": "019dd95a-14f5-72a3-8b8a-b458f0485aba",
        "evidence": "Flywheel metaphor with circular diagram on left",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": null,
        "confidence": 88,
        "extraction": {
          "at": "2026-04-29 13:07:32.858858+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 49,
        "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": "019dd95a-14f5-72a3-8b8a-bb3572e36312",
        "evidence": "'Sharpen focus on digital-forward organizational... capabilities'",
        "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": 75,
        "extraction": {
          "at": "2026-04-29 13:07:32.858858+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 50,
        "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": "019dd95a-14f5-72a3-8b8a-bc8eb70031a1",
        "evidence": "'...technological and data capabilities'",
        "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": 70,
        "extraction": {
          "at": "2026-04-29 13:07:32.858858+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 51,
        "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": "Law of Proximity",
          "slug": "law-of-proximity",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-bf73-719c-b493-9d33377a81a7",
          "version": 1,
          "bodyDocId": null,
          "description": "Close elements are perceived as related - group related content spatially",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Designer",
        "layer": "slide",
        "agents": [
          "Designer"
        ],
        "matchId": "019dd95a-14f5-72a3-8b8a-c4c5a79c73f9",
        "evidence": "Related capability bullets grouped under each icon",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 70,
        "extraction": {
          "at": "2026-04-29 13:07:32.858858+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 51,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Visual Hierarchy",
          "slug": "visual-hierarchy",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-b2ca-706b-937f-e52441086fd7",
          "version": 1,
          "bodyDocId": null,
          "description": "Order of perception through Size > Color > Position > Weight > Space",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Designer",
        "layer": "slide",
        "agents": [
          "Designer"
        ],
        "matchId": "019dd95a-14f5-72a3-8b8a-c0236f94d660",
        "evidence": "Two-column 'Tech Capabilities | Data Capabilities' with icon rows",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 78,
        "extraction": {
          "at": "2026-04-29 13:07:32.858858+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 51,
        "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": "019dd95a-14f5-72a3-8b8a-c9bd8a885798",
        "evidence": "'Deploy measurement tool-kit with a mix of methodologies to attribute 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": 80,
        "extraction": {
          "at": "2026-04-29 13:07:32.858858+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 52,
        "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": "Waterfall chart",
          "slug": "waterfall-chart",
          "status": "active",
          "bestFor": null,
          "canonId": "e2799da3-725f-44a9-a093-570f1f388e64",
          "version": 1,
          "bodyDocId": null,
          "description": null,
          "familyLabel": null,
          "categoryName": null,
          "categorySlug": null
        },
        "agent": null,
        "layer": "slide",
        "agents": null,
        "matchId": "b87987b3-98fd-4a4c-b261-21f8535cd3e6",
        "evidence": "Measurement approach: Define media mix based on incrementality; Deploy statistical, non-cookie dependent measurement solutions",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.5,
        "extraction": {
          "at": "2026-07-16 21:04:10.273792+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 52,
        "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": "019dd95a-14f5-72a3-8b8a-cfc8092bee4e",
        "evidence": "'Poised for growth - Digital can empower the M&E industry'",
        "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": 80,
        "extraction": {
          "at": "2026-04-29 13:07:32.858858+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 53,
        "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": "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": "019dd95a-14f5-72a3-8b8a-d3ff4bf1d56f",
        "evidence": "Quantified payoff: 1.2Bn viewers, 1.3Bn+ view hours, ~$11Bn+ revenue",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 90,
        "extraction": {
          "at": "2026-04-29 13:07:32.858858+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 53,
        "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": "019dd95a-14f5-72a3-8b8a-d7c310b0c8d6",
        "evidence": "'Insights generated by qualitative discussions... and quantitative survey covering ~2,600 consumers'",
        "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": 75,
        "extraction": {
          "at": "2026-04-29 13:07:32.858858+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 56,
        "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": "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": "019dd95a-14f5-72a3-8b8a-d8885e63a9b3",
        "evidence": "Methodology page borrows authority from sample size and triangulated method",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 85,
        "extraction": {
          "at": "2026-04-29 13:07:32.858858+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 56,
        "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": "03de4135-7bda-494f-a610-aaa6a4f347bc",
        "evidence": "Matrix of involvement percentages",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.5,
        "extraction": {
          "at": "2026-07-16 21:04:10.532756+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 57,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": "common",
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "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": "019dd95a-14f5-72a3-8b8a-df77c7155646",
        "evidence": "'High overall consumer involvement across the media consumption journey'",
        "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": 78,
        "extraction": {
          "at": "2026-04-29 13:07:32.858858+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 57,
        "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": "Customer journey map",
          "slug": "customer-journey-map",
          "status": "active",
          "bestFor": null,
          "canonId": "019de52d-1b26-7499-98c8-1091acc836be",
          "version": 1,
          "bodyDocId": null,
          "description": null,
          "familyLabel": null,
          "categoryName": null,
          "categorySlug": null
        },
        "agent": null,
        "layer": "slide",
        "agents": null,
        "matchId": "c9442424-5f33-4240-907b-1d298a5a3603",
        "evidence": "Customer Journey",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.7,
        "extraction": {
          "at": "2026-07-16 21:04:10.49149+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 57,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      }
    ],
    "frameworks": [
      {
        "matchId": "2512f0f5-2b5b-4535-9b1f-46d49e6fd824",
        "evidence": "Explicit mention of 'Flywheel for user engagement' in the second column.",
        "framework": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-05-02 19:46:07.439+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 5,
        "frameworkName": "flywheel"
      },
      {
        "matchId": "a3a3809e-3f9f-4710-a48d-a1352bf024e7",
        "evidence": "Quantitative breakdown of market segments and growth projections",
        "framework": null,
        "confidence": 1,
        "extraction": {
          "at": "2026-05-02 19:46:05.96+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 11,
        "frameworkName": "market-sizing"
      },
      {
        "matchId": "019dd95a-1ca6-71be-9e59-f6a43ee4448b",
        "evidence": "Country scatter with axes 'Marketing spends as % of revenue' x 'Share of digital in marketing'",
        "framework": null,
        "confidence": 85,
        "extraction": {
          "at": "2026-04-29 13:07:34.826634+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 13,
        "frameworkName": "2x2 Matrix"
      },
      {
        "matchId": "7bb430e8-e6a2-4f0b-ae09-c37d0f754377",
        "evidence": "The slide identifies a performance gap (under-indexing) and provides evidence across two dimensions (international benchmarking and cross-industry comparison).",
        "framework": null,
        "confidence": 0.8,
        "extraction": {
          "at": "2026-05-02 19:46:05.158+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 13,
        "frameworkName": "diagnostic-test"
      },
      {
        "matchId": "a147b80d-b835-4e9a-accf-3c2ef5c002bf",
        "evidence": "Demographic breakdown of consumer base",
        "framework": null,
        "confidence": 1,
        "extraction": {
          "at": "2026-05-02 19:46:03.051+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 14,
        "frameworkName": "audience-segmentation"
      },
      {
        "matchId": "b7b53d71-adaf-4403-83d0-8ca3adb35533",
        "evidence": "The slide explicitly maps stages of content consumption (Interest, Engagement) and associated behaviors.",
        "framework": null,
        "confidence": 1,
        "extraction": {
          "at": "2026-05-02 19:46:03.455+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 15,
        "frameworkName": "customer-journey-map"
      },
      {
        "matchId": "2473c734-7e09-4739-b345-631a73029461",
        "evidence": "Illustrates consumer behavior across different platforms",
        "framework": null,
        "confidence": 0.8,
        "extraction": {
          "at": "2026-05-02 19:46:03.059+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 19,
        "frameworkName": "customer-journey-map"
      },
      {
        "matchId": "4022e286-f852-4470-8ec0-a180c6f3ab82",
        "evidence": "The slide explicitly compares Hindi and Regional content across multiple metrics.",
        "framework": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-05-02 19:46:03.326+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 21,
        "frameworkName": "comparison-frame"
      },
      {
        "matchId": "b24d8acc-916a-4a00-8e72-c43733b1a414",
        "evidence": "The slide displays a linear progression of stages: Discovery, Interest, Engagement.",
        "framework": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-05-02 19:46:03.457+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 24,
        "frameworkName": "customer-journey-map"
      },
      {
        "matchId": "26007eb6-19f2-4574-95e3-526f41b810b9",
        "evidence": "Contrasts 'Industry Myth' with 'Consumer Reality'.",
        "framework": null,
        "confidence": 0.95,
        "extraction": {
          "at": "2026-05-02 19:46:05.256+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 26,
        "frameworkName": "before-after-framing"
      },
      {
        "matchId": "77b3374a-6d38-48fc-8670-3ccc41d218e4",
        "evidence": "Contrasts 'Industry Myth' with 'Consumer Reality' to drive a strategic recommendation.",
        "framework": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-05-02 19:46:08.704+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 28,
        "frameworkName": "before-after-framing"
      },
      {
        "matchId": "115f3c09-ebeb-4fbf-9454-a67de6b92371",
        "evidence": "Top right navigation bar showing Discovery, Interest, Engagement stages.",
        "framework": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-05-02 19:46:05.123+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 29,
        "frameworkName": "customer-journey-map"
      },
      {
        "matchId": "78cfb5e7-7d15-45b7-aa3e-58bfec3c9820",
        "evidence": "Discovery, Interest, Engagement labels at top of slide",
        "framework": null,
        "confidence": 1,
        "extraction": {
          "at": "2026-05-02 19:46:05.142+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 30,
        "frameworkName": "customer-journey-map"
      },
      {
        "matchId": "b4900f38-9622-4644-8c12-d34c8e2b6824",
        "evidence": "Develop content across high-preference information areas to nudge decision-making",
        "framework": null,
        "confidence": 1,
        "extraction": {
          "at": "2026-05-02 19:46:09.457+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 32,
        "frameworkName": "nudge"
      },
      {
        "matchId": "dd1791f9-b771-48eb-836b-c53a2fc676cd",
        "evidence": "Contrasts 'Industry Myth' with 'Consumer Reality' to shift perspective.",
        "framework": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-05-02 19:46:05.016+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 34,
        "frameworkName": "before-after-framing"
      },
      {
        "matchId": "6991017f-2e98-4054-818d-d318f17c2a0d",
        "evidence": "Contrasts 'Industry Myth'/'Prevailing view' with 'Consumer Reality'.",
        "framework": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-05-02 19:46:09.244+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 36,
        "frameworkName": "before-after-framing"
      },
      {
        "matchId": "51c87212-b7de-417e-af6f-c1221f92d929",
        "evidence": "The slide header explicitly tracks the 'Engagement' stage of a consumer journey.",
        "framework": null,
        "confidence": 0.8,
        "extraction": {
          "at": "2026-05-02 19:46:06.71+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 37,
        "frameworkName": "customer-journey-map"
      },
      {
        "matchId": "03a95e08-58cc-44a6-bc0c-ec00a6cd772a",
        "evidence": "The top bar shows Discovery, Interest, Engagement stages.",
        "framework": null,
        "confidence": 0.8,
        "extraction": {
          "at": "2026-05-02 19:46:06.82+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 38,
        "frameworkName": "customer-journey-map"
      },
      {
        "matchId": "b6543e6a-ffd6-4e50-b68d-0f4211974e32",
        "evidence": "The slide contrasts a 'prevailing view' (problem) with a 'case study' (solution/result).",
        "framework": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-05-02 19:46:07.49+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 40,
        "frameworkName": "before-after-framing"
      },
      {
        "matchId": "865f8a30-1c35-4163-be35-0111201c3481",
        "evidence": "The slide maps consumer behaviors across two distinct stages of the viewer journey (Interest and Engagement).",
        "framework": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-05-02 19:46:08.082+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 43,
        "frameworkName": "customer-journey-map"
      },
      {
        "matchId": "c4031fdc-3dc0-42a9-8859-f03e17caa4e0",
        "evidence": "Explicit mention of 'Flywheel for user engagement'",
        "framework": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-05-02 19:46:10.653+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 47,
        "frameworkName": "flywheel"
      },
      {
        "matchId": "019dd95a-1ca6-71be-9e59-fb118c69270a",
        "evidence": "Slide titled 'Develop a content factory'; in-house talent + partnerships branches",
        "framework": null,
        "confidence": 78,
        "extraction": {
          "at": "2026-04-29 13:07:34.826634+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 48,
        "frameworkName": "Content Factory"
      },
      {
        "matchId": "cc8afbea-c0b5-4be2-92c9-d5f4e4d98248",
        "evidence": "The slide explicitly describes a 'content factory' to generate content at speed.",
        "framework": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-05-02 19:46:10.465+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 48,
        "frameworkName": "content-factory-model"
      },
      {
        "matchId": "019dd95a-1ca6-71be-9e59-fd31f31b9df3",
        "evidence": "Slide titled 'Build a flywheel for user engagement'; circular flywheel diagram",
        "framework": null,
        "confidence": 82,
        "extraction": {
          "at": "2026-04-29 13:07:34.826634+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 49,
        "frameworkName": "Engagement Flywheel"
      },
      {
        "matchId": "d1cdd6ef-9574-40fd-9d1e-0bd2e318fd96",
        "evidence": "Circular diagram representing a self-reinforcing engagement loop",
        "framework": null,
        "confidence": 1,
        "extraction": {
          "at": "2026-05-02 19:46:10.812+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 49,
        "frameworkName": "flywheel"
      },
      {
        "matchId": "73a56d0e-65c9-4570-811f-145afcd51681",
        "evidence": "The slide categorizes metrics into Discovery, Interest, and Engagement stages.",
        "framework": null,
        "confidence": 0.8,
        "extraction": {
          "at": "2026-05-02 19:46:09.19+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 52,
        "frameworkName": "customer-journey-map"
      },
      {
        "matchId": "8b7c10f4-b474-47d8-b00e-a5902afeeaa6",
        "evidence": "Slide outlines the research process (secondary, expert, consumer)",
        "framework": null,
        "confidence": 0.8,
        "extraction": {
          "at": "2026-05-02 19:46:08.805+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 56,
        "frameworkName": "Methodology Overview"
      },
      {
        "matchId": "89b847a8-a70e-4dce-89e3-5932482740c4",
        "evidence": "The slide explicitly maps consumer involvement across 'Discovery', 'Interest', and 'Engagement' stages.",
        "framework": null,
        "confidence": 1,
        "extraction": {
          "at": "2026-05-02 19:46:10.497+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 57,
        "frameworkName": "customer-journey-map"
      }
    ],
    "patterns": []
  },
  "storymakers": {
    "model": "claude-cli-sonnet-4.6",
    "backend": null,
    "rawJson": {
      "arc": {
        "id": 1,
        "slug": "consultants-gambit",
        "beats": [
          {
            "name": "Situation & Context",
            "end_page": 12,
            "evidence": "Origins of study + India entertainment-hungry market context",
            "position": 1,
            "start_page": 3
          },
          {
            "name": "Problem & Complication",
            "end_page": 22,
            "evidence": "'Under-indexed on marketing spends and digital capabilities' diagnosis",
            "position": 2,
            "start_page": 13
          },
          {
            "name": "Solution & Approach",
            "end_page": 37,
            "evidence": "Lights/Camera: discovery + engagement insights driving the approach",
            "position": 3,
            "start_page": 23
          },
          {
            "name": "Evidence & Proof",
            "end_page": 43,
            "evidence": "Three case studies (pp.38-40) + key insights summary (pp.42-43)",
            "position": 4,
            "start_page": 38
          },
          {
            "name": "Impact & Next Steps",
            "end_page": 53,
            "evidence": "Action: capabilities to build + ~$11Bn+ revenue impact",
            "position": 5,
            "start_page": 44
          }
        ],
        "evidence": "Origins (p.3), Trailer answer-first (pp.4-5), under-indexed diagnosis (p.13), Lights+Camera findings (pp.17-43), Action recommendations + sizing (pp.44-53).",
        "confidence": 88
      },
      "loops": [
        {
          "id": 4,
          "slug": "04-tale-two-worlds",
          "end_page": 13,
          "evidence": "India OTT subs growing 3-4x US/China (p.10), then India placed below 11-country average on 2x2 (p.13)",
          "position": 1,
          "objective": "Contrast India's growth opportunity with under-indexed local media",
          "confidence": 85,
          "start_page": 10
        },
        {
          "id": 14,
          "slug": "14-day-in-life",
          "end_page": 15,
          "evidence": "'Looked at consumers across demographics... to understand their content consumption journey' (pp.14-15)",
          "position": 2,
          "objective": "Frame the consumer's content-consumption journey",
          "confidence": 70,
          "start_page": 14
        },
        {
          "id": 6,
          "slug": "06-zoom-in",
          "end_page": 22,
          "evidence": "Lights section deep dive: cross-vertical, cross-demographic, regional digital influence",
          "position": 3,
          "objective": "Zoom into evolving consumer behavior across cohorts and verticals",
          "confidence": 78,
          "start_page": 17
        },
        {
          "id": 3,
          "slug": "03-aha-moment",
          "end_page": 33,
          "evidence": "'Off-network discovery hugely underestimated - 50-60% on digital' (p.28) + dance-show case (p.33)",
          "position": 4,
          "objective": "Reveal that digital discovery is hugely underestimated",
          "confidence": 82,
          "start_page": 26
        },
        {
          "id": 6,
          "slug": "06-zoom-in",
          "end_page": 37,
          "evidence": "Higher digital engagement -> higher watch times -> churn reduction (pp.34-37)",
          "position": 5,
          "objective": "Zoom into digital engagement and its causal link to watch time / churn",
          "confidence": 76,
          "start_page": 34
        },
        {
          "id": 23,
          "slug": "23-expert-witness",
          "end_page": 40,
          "evidence": "Three case studies: WoM piggyback, Season 2 launch '4th most popular on IMDb', social-listening tone change",
          "position": 6,
          "objective": "Validate engagement thesis with branded case studies",
          "confidence": 86,
          "start_page": 38
        },
        {
          "id": 41,
          "slug": "41-so-what-cascade",
          "end_page": 43,
          "evidence": "'Summary of key insights' page rolls up Discovery and Engagement findings into 'Drive more organic / Increase paid initiatives' actions",
          "position": 7,
          "objective": "Cascade data findings into prescriptive directions",
          "confidence": 84,
          "start_page": 42
        },
        {
          "id": 48,
          "slug": "48-capability-gap",
          "end_page": 52,
          "evidence": "'Critical new capabilities are needed' (p.47) + content factory, flywheel, tech/data, measurement (pp.48-52)",
          "position": 8,
          "objective": "Define required capabilities and how to build them",
          "confidence": 82,
          "start_page": 46
        }
      ],
      "slide_tools": [
        {
          "tools": [
            {
              "id": 16,
              "slug": "three-pillars",
              "layer": "Block",
              "evidence": "Three labeled columns: 'Think full funnel', 'Deploy digital as complementary medium', 'Ramp up digital engagement'",
              "confidence": 92
            },
            {
              "id": 34,
              "slug": "the-rule-of-three",
              "layer": "Block",
              "evidence": "Three parallel pillars summarising the deck thesis",
              "confidence": 88
            },
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Each pillar headline states the recommendation, not the topic",
              "confidence": 85
            },
            {
              "id": 153,
              "slug": "core-message-extraction",
              "layer": "Slide",
              "evidence": "Trailer crystallises full deck message into three bold pillar lines",
              "confidence": 78
            }
          ],
          "page_number": 4
        },
        {
          "tools": [
            {
              "id": 16,
              "slug": "three-pillars",
              "layer": "Block",
              "evidence": "Three columns: 'Identify pockets of innovation', 'Build capabilities to match global peers', 'Unlock significant value with digital'",
              "confidence": 90
            },
            {
              "id": 3,
              "slug": "pyramid-principle",
              "layer": "Block",
              "evidence": "Recommendations placed up front before evidence (answer-first structure)",
              "confidence": 80
            },
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Each column headline is an imperative recommendation",
              "confidence": 85
            },
            {
              "id": 154,
              "slug": "concrete-language",
              "layer": "Slide",
              "evidence": "'2.5-3x higher active user base', '30-40% sales uplift' instead of vague gains",
              "confidence": 82
            }
          ],
          "page_number": 5
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "'India is an entertainment-hungry nation - growth in digital driving new content consumption'",
              "confidence": 88
            },
            {
              "id": 133,
              "slug": "small-multiples",
              "layer": "Slide",
              "evidence": "Same CAGR chart repeated for India / US / China for PayTV and OTT SVoD",
              "confidence": 85
            },
            {
              "id": 80,
              "slug": "data-story-arc",
              "layer": "Loop",
              "evidence": "Context (entertainment hungry) -> conflict (US/China static) -> insight (India 3-4x faster)",
              "confidence": 70
            }
          ],
          "page_number": 10
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "'Video verticals... expected to grow at 12%+ CAGR for next 3 years'",
              "confidence": 85
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Callout: '50%+ of OTT time on vernacular by 2025'",
              "confidence": 70
            }
          ],
          "page_number": 11
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "'Digitally active users... expected to be 85% of internet users'",
              "confidence": 85
            }
          ],
          "page_number": 12
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "'However, Indian media companies are under-indexed on marketing spends and digital capabilities'",
              "confidence": 90
            },
            {
              "id": 39,
              "slug": "39-benchmark-gap",
              "layer": "Loop",
              "evidence": "India plotted vs 11-country average on both axes; bar chart shows M&E digital share trailing Retail/BFSI/Telecom",
              "confidence": 88
            },
            {
              "id": 51,
              "slug": "51-voice-of-customer",
              "layer": "Loop",
              "evidence": "Three 'Industry speak' verbatim quotes corroborate the gap",
              "confidence": 82
            },
            {
              "id": 158,
              "slug": "von-restorff-effect",
              "layer": "Slide",
              "evidence": "India flag highlighted in green amongst grey peers on the 2x2",
              "confidence": 65
            }
          ],
          "page_number": 13
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Demographic split frames the analytical lens",
              "confidence": 75
            },
            {
              "id": 34,
              "slug": "34-segmentation-split",
              "layer": "Loop",
              "evidence": "Consumers split across demographics to expose differential behavior",
              "confidence": 80
            }
          ],
          "page_number": 14
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "States the journey-decomposition objective",
              "confidence": 70
            }
          ],
          "page_number": 15
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "'Activations to be designed keeping in mind...'",
              "confidence": 70
            }
          ],
          "page_number": 18
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "'Consumers seamlessly transition across LTV and OTT'",
              "confidence": 80
            },
            {
              "id": 152,
              "slug": "unexpected-pattern",
              "layer": "Slide",
              "evidence": "Callout 'content consumption is vertical agnostic for 40%+' counters siloed industry view",
              "confidence": 65
            }
          ],
          "page_number": 19
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "'Contrary to industry belief, even cohorts like over-35, women and small-town residents have significant digital influence'",
              "confidence": 88
            },
            {
              "id": 12,
              "slug": "12-myth-buster",
              "layer": "Loop",
              "evidence": "Title literally opens with 'Contrary to industry belief'",
              "confidence": 82
            },
            {
              "id": 152,
              "slug": "unexpected-pattern",
              "layer": "Slide",
              "evidence": "Data overturns assumed cohort behavior",
              "confidence": 80
            }
          ],
          "page_number": 20
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "'Digital influence similar for Hindi and Regional, but driven by different channels'",
              "confidence": 80
            }
          ],
          "page_number": 21
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "'Digital discovery is on the upswing, even in LTV'",
              "confidence": 85
            },
            {
              "id": 103,
              "slug": "aha-moment",
              "layer": "Loop",
              "evidence": "Sets up data-driven revelation about discovery",
              "confidence": 70
            }
          ],
          "page_number": 26
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "'viewers are influenced by digital, but supply is a constraint'",
              "confidence": 85
            },
            {
              "id": 109,
              "slug": "information-gap-theory",
              "layer": "Loop",
              "evidence": "80% point to supply gap creates curiosity about the unmet demand",
              "confidence": 60
            }
          ],
          "page_number": 27
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "'Off-network discovery is hugely underestimated - 50-60% of it is on digital channels'",
              "confidence": 90
            },
            {
              "id": 152,
              "slug": "unexpected-pattern",
              "layer": "Slide",
              "evidence": "Word 'underestimated' frames the surprise vs prevailing belief",
              "confidence": 80
            }
          ],
          "page_number": 28
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "'60%+ consumers seek out information about content before deciding to watch'",
              "confidence": 82
            }
          ],
          "page_number": 30
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "'Within digital, videos have the greatest influence on viewer decision-making'",
              "confidence": 85
            },
            {
              "id": 133,
              "slug": "small-multiples",
              "layer": "Slide",
              "evidence": "Same bar layout repeated for LTV / OTT / Movie Studios columns",
              "confidence": 90
            }
          ],
          "page_number": 31
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "'Consumers seek similar information across verticals, but priorities vary'",
              "confidence": 80
            }
          ],
          "page_number": 32
        },
        {
          "tools": [
            {
              "id": 157,
              "slug": "sinatra-test",
              "layer": "Slide",
              "evidence": "Flagship case: dance reality show '2nd highest rated... top 20 within a week'",
              "confidence": 85
            },
            {
              "id": 122,
              "slug": "story-moments",
              "layer": "Slide",
              "evidence": "Single-deck case study presented as proof beat",
              "confidence": 70
            }
          ],
          "page_number": 33
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "'~50% viewers engage with content - 35-50% occurs digitally'",
              "confidence": 82
            },
            {
              "id": 86,
              "slug": "causal-chain",
              "layer": "Loop",
              "evidence": "Opens chain engagement -> watch time -> churn that pp.36-37 complete",
              "confidence": 65
            }
          ],
          "page_number": 34
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "'digital engagement in LTV is driven by user-generated content'",
              "confidence": 75
            }
          ],
          "page_number": 35
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "'Higher digital engagement correlated with higher watch times'",
              "confidence": 85
            }
          ],
          "page_number": 36
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "'drives churn reduction and subsequent content consumption'",
              "confidence": 82
            }
          ],
          "page_number": 37
        },
        {
          "tools": [
            {
              "id": 157,
              "slug": "sinatra-test",
              "layer": "Slide",
              "evidence": "Case: piggyback on social issue to nudge WoM via on/offline activations",
              "confidence": 80
            },
            {
              "id": 122,
              "slug": "story-moments",
              "layer": "Slide",
              "evidence": "Case-study story used as proof-point",
              "confidence": 70
            },
            {
              "id": 113,
              "slug": "mere-exposure-effect",
              "layer": "Loop",
              "evidence": "Three case studies repeated to reinforce engagement thesis",
              "confidence": 60
            }
          ],
          "page_number": 38
        },
        {
          "tools": [
            {
              "id": 157,
              "slug": "sinatra-test",
              "layer": "Slide",
              "evidence": "'4th most popular show worldwide on IMDb within 3 weeks'",
              "confidence": 85
            },
            {
              "id": 178,
              "slug": "halo-effect",
              "layer": "Slide",
              "evidence": "Borrowing IMDb worldwide ranking to validate the engagement playbook",
              "confidence": 60
            }
          ],
          "page_number": 39
        },
        {
          "tools": [
            {
              "id": 157,
              "slug": "sinatra-test",
              "layer": "Slide",
              "evidence": "Case headlined with '$365+Mn' result of social-listening tone change",
              "confidence": 82
            },
            {
              "id": 154,
              "slug": "concrete-language",
              "layer": "Slide",
              "evidence": "$365Mn box-office figure anchors the abstract 'social listening' capability",
              "confidence": 75
            }
          ],
          "page_number": 40
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "'SUMMARY OF KEY INSIGHTS' with discovery sub-conclusions",
              "confidence": 80
            },
            {
              "id": 3,
              "slug": "pyramid-principle",
              "layer": "Block",
              "evidence": "Top-down summary: insights followed by 'Drive organic / Increase paid' calls to action",
              "confidence": 80
            },
            {
              "id": 41,
              "slug": "41-so-what-cascade",
              "layer": "Loop",
              "evidence": "Bullet insights cascade into two prescriptive boxes at slide bottom",
              "confidence": 82
            },
            {
              "id": 114,
              "slug": "peak-end-rule",
              "layer": "Loop",
              "evidence": "Summary placed at end of Camera section as memorable closing peak",
              "confidence": 60
            }
          ],
          "page_number": 42
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "'Up to 40% higher watch times for digitally engaged audiences'",
              "confidence": 80
            }
          ],
          "page_number": 43
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "'Navigating the new digital landscape'",
              "confidence": 70
            },
            {
              "id": 48,
              "slug": "48-capability-gap",
              "layer": "Loop",
              "evidence": "Opens the capability section that follows",
              "confidence": 78
            }
          ],
          "page_number": 46
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "'Critical new capabilities are needed to maximize revenue generation'",
              "confidence": 82
            }
          ],
          "page_number": 47
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "'Develop a content factory to generate high-quality content at speed'",
              "confidence": 85
            },
            {
              "id": 121,
              "slug": "metaphor-analogy",
              "layer": "Slide",
              "evidence": "'Content factory' metaphor frames a complex operating model",
              "confidence": 80
            },
            {
              "id": 132,
              "slug": "visual-hierarchy",
              "layer": "Slide",
              "evidence": "Two icon-led branches (in-house talent / partnerships) with sub-bullets",
              "confidence": 70
            }
          ],
          "page_number": 48
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "'Build a flywheel for user engagement, leveled up with paid activations'",
              "confidence": 85
            },
            {
              "id": 121,
              "slug": "metaphor-analogy",
              "layer": "Slide",
              "evidence": "Flywheel metaphor with circular diagram on left",
              "confidence": 88
            },
            {
              "id": 13,
              "slug": "13-domino-effect",
              "layer": "Loop",
              "evidence": "On-platform -> organic -> paid activations chain reinforces engagement",
              "confidence": 60
            }
          ],
          "page_number": 49
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "'Sharpen focus on digital-forward organizational... capabilities'",
              "confidence": 75
            }
          ],
          "page_number": 50
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "'...technological and data capabilities'",
              "confidence": 70
            },
            {
              "id": 132,
              "slug": "visual-hierarchy",
              "layer": "Slide",
              "evidence": "Two-column 'Tech Capabilities | Data Capabilities' with icon rows",
              "confidence": 78
            },
            {
              "id": 160,
              "slug": "law-of-proximity",
              "layer": "Slide",
              "evidence": "Related capability bullets grouped under each icon",
              "confidence": 70
            }
          ],
          "page_number": 51
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "'Deploy measurement tool-kit with a mix of methodologies to attribute impact'",
              "confidence": 80
            }
          ],
          "page_number": 52
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "'Poised for growth - Digital can empower the M&E industry'",
              "confidence": 80
            },
            {
              "id": 154,
              "slug": "concrete-language",
              "layer": "Slide",
              "evidence": "Quantified payoff: 1.2Bn viewers, 1.3Bn+ view hours, ~$11Bn+ revenue",
              "confidence": 90
            },
            {
              "id": 26,
              "slug": "26-ripple-effect",
              "layer": "Loop",
              "evidence": "Individual viewer metrics ladder up to industry-wide $11Bn+ impact",
              "confidence": 75
            }
          ],
          "page_number": 53
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "'Insights generated by qualitative discussions... and quantitative survey covering ~2,600 consumers'",
              "confidence": 75
            },
            {
              "id": 155,
              "slug": "credibility-transfer",
              "layer": "Slide",
              "evidence": "Methodology page borrows authority from sample size and triangulated method",
              "confidence": 85
            }
          ],
          "page_number": 56
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "'High overall consumer involvement across the media consumption journey'",
              "confidence": 78
            }
          ],
          "page_number": 57
        }
      ],
      "slides_seen": 60,
      "deck_summary": "Strong Consultant's Gambit alignment: trailer states the answer (3 pillars), Lights/Camera/Action sections move from facts to implications to recommendations, and a quantified ~$11Bn+ payoff closes. Loops lean heavily on action titles, benchmark gaps, and case-study expert-witness moments rather than rigorous SCQA framing.",
      "secondary_arcs": [
        {
          "id": 11,
          "slug": "triple-take",
          "beats": [
            {
              "name": "The Facts (What)",
              "end_page": 22,
              "evidence": "Lights: India market data + consumer behavior facts",
              "position": 1,
              "start_page": 8
            },
            {
              "name": "The Implications (So What)",
              "end_page": 43,
              "evidence": "Camera: discovery and engagement implications",
              "position": 2,
              "start_page": 23
            },
            {
              "name": "The Action (Now What)",
              "end_page": 53,
              "evidence": "Action: building a digital-ready organization",
              "position": 3,
              "start_page": 44
            }
          ],
          "evidence": "Deck explicitly labels its three sections LIGHTS (facts), CAMERA (implications), ACTION (now what).",
          "confidence": 80
        }
      ],
      "images_inspected": 8,
      "slide_frameworks": [
        {
          "frameworks": [
            {
              "name": "2x2 Matrix",
              "slug": "2x2-matrix",
              "evidence": "Country scatter with axes 'Marketing spends as % of revenue' x 'Share of digital in marketing'",
              "confidence": 85
            }
          ],
          "page_number": 13
        },
        {
          "frameworks": [
            {
              "name": "Content Factory",
              "slug": "content-factory",
              "evidence": "Slide titled 'Develop a content factory'; in-house talent + partnerships branches",
              "confidence": 78
            }
          ],
          "page_number": 48
        },
        {
          "frameworks": [
            {
              "name": "Engagement Flywheel",
              "slug": "engagement-flywheel",
              "evidence": "Slide titled 'Build a flywheel for user engagement'; circular flywheel diagram",
              "confidence": 82
            }
          ],
          "page_number": 49
        }
      ]
    },
    "matchedAt": "2026-04-26 16:05:13+00",
    "slidesSeen": 60,
    "deckSummary": "Strong Consultant's Gambit alignment: trailer states the answer (3 pillars), Lights/Camera/Action sections move from facts to implications to recommendations, and a quantified ~$11Bn+ payoff closes. Loops lean heavily on action titles, benchmark gaps, and case-study expert-witness moments rather than rigorous SCQA framing.",
    "imagesInspected": 8,
    "extractionSeconds": 400.21887
  },
  "score": {
    "backend": "codex",
    "scoredAt": "2026-05-02 23:28:42.292+00",
    "subScores": {
      "scqa_arc": 74,
      "action_titles": 78,
      "mece_structure": 72,
      "closing_strength": 58,
      "evidence_quality": 85,
      "clarity_of_thesis": 82,
      "production_quality": 70,
      "visual_storytelling": 82
    },
    "totalScore": 75,
    "coveragePct": 100,
    "explanations": {
      "scqa_arc": "The deck has a recognizable SCQA flow from digital growth context on slides 10-12 to underinvestment and myths on slides 13 and 26-37, then answers through capabilities and actions on slides 46-53.",
      "action_titles": "Most analytical slides use insight-bearing titles, especially slide 20, \"Contrary to industry belief, even cohorts like over-35 years, women and small-town residents have significant digital influence.\"",
      "mece_structure": "The Lights-Camera-Action structure is mostly distinct across consumer behavior, engagement, and organizational enablement, though discovery, interest, and engagement themes overlap across slides 18-43.",
      "closing_strength": "Slide 53 provides a quantified growth wrap-up, but the deck then moves into appendix and closing-logo slides 54-60 without a crisp final recommendation, decision, or next-step plan.",
      "evidence_quality": "Claims are well supported with survey data, charts, consumer quotes, market sizing, case studies, and methodology detail, especially slides 10-13, 19-21, 30-40, and 56.",
      "clarity_of_thesis": "The core argument is identifiable by slides 4-5: digital activations and capability building can expand audiences and unlock growth for Indian M&E companies.",
      "production_quality": "BCG-style consistency, icons, footnotes, and frameworks are strong, but action-title discipline weakens on dividers, case-study labels, appendix pages, and some truncated or crowded pages.",
      "visual_storytelling": "The deck generally matches visual form to message with charts, heatmaps, myth-vs-reality layouts, case studies, and big-number pages, but several slides such as 13, 28, 35, 38, and 52 are overcrowded."
    },
    "slidesAnalyzed": 60
  },
  "review": {
    "backend": null,
    "verdict": "A structurally elegant thought-leadership report with a MECE cinematic spine and strong insight-bearing analytical titles — use the LIGHTS/CAMERA/ACTION build (pp.10–43) as a Storymakers exemplar for pillar design and declarative titling, but not as a model for opening, closing, or transition discipline.",
    "reviewedAt": "2026-04-24 14:04:06+00",
    "slidesSeen": 60,
    "suggestions": [
      "Delete or collapse the five transition slides and p.55 filler; use that real estate for an explicit 'What to do Monday morning' CTA after p.53",
      "Rewrite pp.3–4 and p.42 as declarative action titles (e.g. p.42 → 'Digital drives 50–60% of discovery and up to 40% higher watch times — the three moves that follow'), and replace the duplicated LIGHTS divider at p.23",
      "Add a prioritized recommendation slide between p.52 and p.53 that sequences the three strategic imperatives from p.5 with owners, timing, and a payoff tied to the ~11Bn+ prize"
    ],
    "closingScore": 62,
    "openingScore": 68,
    "topStrengths": [
      "Cinematic LIGHTS/CAMERA/ACTION pillar structure is MECE and memorable, binding an otherwise sprawling 60-pager into three defensible acts",
      "Strong insight-bearing action titles in the analytical core (pp.10, 13, 20, 28, 30, 36) lead with the 'so what' and are backed by concrete metrics in the callouts",
      "Contrarian framing baked into titles ('Contrary to industry belief…', 'Off-network discovery is hugely underestimated…') actively argues against reader priors rather than just reporting data",
      "Case studies are well-interleaved (pp.19, 33, 38, 39, 40) to illustrate abstractions with named shows/campaigns and quantified outcomes"
    ],
    "topWeaknesses": [
      "Five filler transition slides (pp.7, 9, 25, 41, 45) plus a literal '55' placeholder (p.55) bleed momentum between every section",
      "No explicit call-to-action or next-steps slide — the ACTION section ends on frameworks (pp.50–52) and an aspirational 'Poised for growth' (p.53) rather than a prioritized 'do these three things'",
      "Opening pp.3–4 use metaphor labels ('THE ORIGINS OF THE STUDY', 'THE TRAILER') instead of declarative hooks, delaying the thesis to p.5",
      "Summary slide at p.42 is labeled 'SUMMARY OF KEY INSIGHTS' — a topic title on the single slide where a declarative recap would matter most"
    ],
    "narrativeScore": 74,
    "pillarCritique": "Dividers are genuinely MECE and elegantly themed on the cinematic LIGHTS (understand) / CAMERA (attract & engage) / ACTION (build capability) / BEHIND THE SCENES (method) metaphor — not topic dumps — though the metaphor labels themselves carry no insight and p.23 duplicates the LIGHTS divider already used at p.17.",
    "closingCritique": "Slide 53 ('Poised for growth | Digital can empower the M&E industry') sizes a ~11Bn+ prize and serves as an uplifting close, but there is no explicit call-to-action or next-steps slide — the deck goes straight from recommendation frameworks (pp.50–52) to an impact vignette and then into 'Behind the Scenes' methodology, leaving the reader without a crisp 'do these three things by when'.",
    "openingCritique": "Slide 5 admirably leads with the answer — three strategic imperatives ('Identify pockets of innovation, Build capabilities to match global peers, Unlock significant value with digital') — but pp.3–4 rely on cinematic topic labels ('THE ORIGINS OF THE STUDY', 'THE TRAILER') instead of stakes, so the thesis only lands on the fifth page rather than the first.",
    "extractionSeconds": 94.357056,
    "narrativeCritique": "The deck follows a coherent S→C→A→R arc (origins/trailer → diagnosis of under-indexed digital at p.13 → LIGHTS/CAMERA analytical build → ACTION recommendations), but the flow is diluted by five near-empty transition slides (pp.7, 9, 25, 41, 45) and duplicated section dividers at pp.22–23 that blunt the tension-to-resolution handoff.",
    "titleQualityScore": 76,
    "titleQualityCritique": "Analytical titles are strongly declarative and metric-bearing — e.g. p.20 'Contrary to industry belief, even cohorts like over-35 years, women and small-town residents have significant digital influence' and p.28 'Off-network discovery is hugely underestimated – and 50–60% of it is on digital channels' — but frame/structural slides fall back on nouns ('THE TRAILER', 'SHOOTING SCHEDULE', 'SUMMARY OF KEY INSIGHTS', 'Navigating the new digital landscape')."
  },
  "activistThesis": null,
  "pitchdeck": {
    "metadata": null,
    "profile": null
  },
  "slides": [
    {
      "page": 1,
      "type": "setup",
      "title": "Includes logos for BCG and Meta, and a stylized illustration of people working in a digital environment.",
      "function": "front_matter",
      "imagePath": "https://imgproxy.kitesheet.com/WGZz48XlHrvMu44IdFQKftx5P9EHrENQTA0h9YHDwjg/rs:fit:1200:1200:0/q:82/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy83YTI3ZTI3Yjk0NGU4MzVmL3AwMDEuanBn",
      "rawType": "cover",
      "block": null,
      "metadata": {
        "slideType": "cover",
        "slideTypeCanon": {
          "name": "Cover",
          "slug": "cover",
          "status": "active",
          "canonId": "019de52d-05f2-729d-9f93-e0504f0a2410",
          "version": 1,
          "description": null
        },
        "function": "front_matter",
        "functionCanon": {
          "name": "Front matter",
          "slug": "front_matter",
          "status": "active",
          "canonId": "019de52d-133d-73f0-9e26-201eda96b098",
          "version": 1,
          "description": null
        },
        "density": "sparse",
        "densityScore": 18,
        "componentCount": 5,
        "textChars": 80,
        "nDataPoints": 0,
        "notes": "Includes logos for BCG and Meta, and a stylized illustration of people working in a digital environment.",
        "elementsJson": [
          "logo_grid",
          "headline_text",
          "subtitle_text",
          "photo"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:46:01.131+00",
          "seconds": 3.123,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-7e1c9fe1bc87/1",
        "deck": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87#slide-1",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.83,
            "w": 0.58,
            "x": 0.42,
            "y": 0.17
          },
          "kind": "image",
          "text": null,
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Illustration",
              "slug": "illustration",
              "status": "active",
              "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "illustration",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:01.131+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "33f2f23c-ded9-464e-b436-a04189b6b57f",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.25,
            "x": 0.06,
            "y": 0.08
          },
          "kind": "image",
          "text": "BCG + Meta",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Logo",
              "slug": "logo",
              "status": "active",
              "canonId": "019de52c-fdaf-743d-94c4-d7c6a0e55302",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "logo",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:01.131+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "8f621d7b-75c5-49cf-b50c-218fcd8b8263",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.1,
            "x": 0.06,
            "y": 0.9
          },
          "kind": "paragraph",
          "text": "March 2023",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:01.131+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "71f5f558-d5cc-4d2c-a1ef-3f458f554785",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.35,
            "x": 0.06,
            "y": 0.4
          },
          "kind": "title",
          "text": "Seeing the BIG Picture",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:01.131+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "96700ee9-cdea-42b1-95a9-3433728d4ccd",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.1,
            "w": 0.3,
            "x": 0.06,
            "y": 0.57
          },
          "kind": "title",
          "text": "Harnessing digital to drive M&E growth",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Subtitle",
              "slug": "subtitle",
              "status": "active",
              "canonId": "019de52c-fb09-739d-900c-815b0d9ac526",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "subtitle",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:01.131+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "41d4df0c-0b86-4140-af7e-9551f02ad808",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [],
      "loops": [],
      "thumbSrc": "https://imgproxy.kitesheet.com/oCyXPDB1tkw909bGJ8W8wXps40rw34A7c1ewss4RhZ4/rs:fit:480:480:0/q:78/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy83YTI3ZTI3Yjk0NGU4MzVmL3AwMDEuanBn",
      "imagePathAlt": "https://imgproxy.kitesheet.com/VSOSlVUge_kQRDPIV7IrbhYgchRlATZZ_-ULuVyU6Ic/rs:fit:1200:1200:0/q:82/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy83YTI3ZTI3Yjk0NGU4MzVmL3AwMDEucG5n",
      "thumbSrcAlt": "https://imgproxy.kitesheet.com/69MWv_N1WvTSTA51hWmG9Fh8QezqGtBzLGqY6w-OoQg/rs:fit:480:480:0/q:78/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy83YTI3ZTI3Yjk0NGU4MzVmL3AwMDEucG5n"
    },
    {
      "page": 2,
      "type": "appendix",
      "title": "This appears to be a title or introductory slide for a partnership or joint presentation.",
      "function": "establish_context",
      "rawType": "other",
      "block": null,
      "metadata": {
        "slideType": "other",
        "slideTypeCanon": {
          "name": "Other (fallback)",
          "slug": "other",
          "status": "active",
          "canonId": "019de52d-0af5-71ed-83de-d51ae245fc43",
          "version": 1,
          "description": null
        },
        "function": "establish_context",
        "functionCanon": {
          "name": "Establish context",
          "slug": "establish_context",
          "status": "active",
          "canonId": "019de52d-1314-74e6-9074-d213dc0bdcdf",
          "version": 1,
          "description": null
        },
        "density": "balanced",
        "densityScore": 45,
        "componentCount": 4,
        "textChars": 1342,
        "nDataPoints": 0,
        "notes": "This appears to be a title or introductory slide for a partnership or joint presentation.",
        "elementsJson": [
          "logo_grid",
          "paragraph"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:46:01.093+00",
          "seconds": 2.805,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-7e1c9fe1bc87/2",
        "deck": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87#slide-2",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.05,
            "w": 0.16,
            "x": 0.545,
            "y": 0.09
          },
          "kind": "image",
          "text": "Meta",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Logo",
              "slug": "logo",
              "status": "active",
              "canonId": "019de52c-fdaf-743d-94c4-d7c6a0e55302",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "logo",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:01.093+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "19986e06-3ca1-4284-adef-6785ad8d10c7",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.13,
            "x": 0.047,
            "y": 0.09
          },
          "kind": "image",
          "text": "BCG",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Logo",
              "slug": "logo",
              "status": "active",
              "canonId": "019de52c-fdaf-743d-94c4-d7c6a0e55302",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "logo",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:01.093+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "5a594330-f59d-4a4b-be6a-fcd58a35e8a5",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.65,
            "w": 0.41,
            "x": 0.047,
            "y": 0.19
          },
          "kind": "paragraph",
          "text": "Boston Consulting Group partners with leaders in business and society to tackle their most important challenges and capture their greatest opportunities. BCG was the pioneer in business strategy when it was founded in 1963. Today, we work closely with clients to embrace a transformational approach aimed at benefiting all stakeholders — empowering organizations to grow, build sustainable competitive advantage, and drive positive societal impact. Our diverse, global teams bring deep industry and functional expertise and a range of perspectives that question the status quo and spark change. BCG delivers solutions through leading-edge management consulting, technology and design, and corporate and digital ventures. We work in a uniquely collaborative model across the firm and throughout all levels of the client organization, fueled by the goal of helping our clients thrive and enabling them to make the world a better place.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:01.093+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "02ed2e2e-330a-48e5-8332-ca79ccb0c8aa",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.35,
            "w": 0.41,
            "x": 0.545,
            "y": 0.19
          },
          "kind": "paragraph",
          "text": "Meta builds technologies that help people connect, find communities, and grow businesses. When Facebook launched in 2004, it changed the way people connect. Apps like Messenger, Instagram and WhatsApp further empowered billions around the world. Now, Meta is moving beyond 2D screens toward immersive experiences like augmented and virtual reality to help build the next evolution in social technology.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:01.093+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "20fe914b-44f2-43a2-86ab-ddafcfd523fc",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [],
      "loops": [],
      "locked": true
    },
    {
      "page": 3,
      "type": "setup",
      "title": "Includes a signature from Shaveen Garg.",
      "function": "establish_context",
      "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": "establish_context",
        "functionCanon": {
          "name": "Establish context",
          "slug": "establish_context",
          "status": "active",
          "canonId": "019de52d-1314-74e6-9074-d213dc0bdcdf",
          "version": 1,
          "description": null
        },
        "density": "balanced",
        "densityScore": 44,
        "componentCount": 4,
        "textChars": 828,
        "nDataPoints": 2,
        "notes": "Includes a signature from Shaveen Garg.",
        "elementsJson": [
          "headline_text",
          "paragraph",
          "other"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:46:00.991+00",
          "seconds": 2.69,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-7e1c9fe1bc87/3",
        "deck": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87#slide-3",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87.json"
      },
      "components": [
        {
          "bbox": {
            "h": 1,
            "w": 0.42,
            "x": 0,
            "y": 0
          },
          "kind": "image",
          "text": null,
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Illustration",
              "slug": "illustration",
              "status": "active",
              "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "illustration",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:00.991+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "e6e456c8-29cb-45ce-b203-f4ee55f9046e",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.12,
            "w": 0.15,
            "x": 0.48,
            "y": 0.78
          },
          "kind": "other",
          "text": "Shaveen Garg",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Other",
              "slug": "other",
              "status": "active",
              "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d",
              "version": 1,
              "description": "Fallback when no canonical kind applies."
            },
            "tool": null,
            "subkind": {
              "name": "Unclassified",
              "slug": "unclassified",
              "status": "active",
              "canonId": "019de52d-05ca-77db-81fb-db7d4234bbc0",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "unclassified",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:00.991+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "0b8be7bf-f41c-462b-b79d-398c0b0fc358",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.45,
            "w": 0.45,
            "x": 0.48,
            "y": 0.26
          },
          "kind": "paragraph",
          "text": "Media & Entertainment (M&E) players around the world have embraced digital-forward practices to become future-ready. They recognize the power of digital to influence every stage of the consumer's media consumption journey, from discovery to interest to engagement. Yet Indian players have been hesitant to embrace digital.\n\nBCG and Meta have come together to present a view on how digital can drive growth for M&E organizations in India.\n\nWe connected with 30+ industry leaders from LTV, OTT and Movie Studios to get the complete industry perspective. We complemented this with a quantitative survey of ~2,600 consumers and in-depth discussions with 50+ viewers, for a holistic customer perspective.\n\nWe are grateful to these industry leaders and consumers for their invaluable contributions.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:00.991+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "a5edd704-ab9c-4601-b7ae-651a69f670a7",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.12,
            "w": 0.45,
            "x": 0.48,
            "y": 0.08
          },
          "kind": "title",
          "text": "THE ORIGINS OF THE STUDY",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:00.991+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "038ba35c-3527-4cfa-9e3f-35a5ee7adc4c",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 12,
          "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": "Situation & Context",
          "beatId": "019dd95a-0702-74a3-87e0-142ec4ee18f8",
          "matchId": "019dd95a-0543-7581-99ae-e92c92ec9ca6",
          "beatType": {
            "name": "Situation & Context",
            "slug": "consultants-gambit-situation-context",
            "status": "active",
            "canonId": "019dd9b8-05ae-741b-992d-65ee83c639b3",
            "version": 1,
            "description": null
          },
          "evidence": "Origins of study + India entertainment-hungry market context",
          "position": 1,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Setup",
            "slug": "setup",
            "status": "active",
            "canonId": "019dd9b8-020e-7505-af9b-d9b9a4679bcc",
            "version": 1,
            "description": "Where the deck grounds the reader before doing anything else. Almost every arc opens here."
          },
          "alignedBlockIds": null,
          "matchConfidence": 88
        }
      ],
      "loops": [],
      "locked": true
    },
    {
      "page": 4,
      "type": "resolution",
      "title": "The slide uses a three-column layout with illustrative icons and supporting metrics for each strategic pillar.",
      "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": 76,
        "componentCount": 8,
        "textChars": 886,
        "nDataPoints": 6,
        "notes": "The slide uses a three-column layout with illustrative icons and supporting metrics for each strategic pillar.",
        "elementsJson": [
          "headline_text",
          "bullet_list",
          "icon_grid"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:46:01.122+00",
          "seconds": 2.796,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-7e1c9fe1bc87/4",
        "deck": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87#slide-4",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.15,
            "w": 0.2,
            "x": 0.05,
            "y": 0.8
          },
          "kind": "image",
          "text": "Group of people icon",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Illustration",
              "slug": "illustration",
              "status": "active",
              "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "illustration",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:01.122+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "3ab1f849-187c-452b-97e2-ed24f97b65bf",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.3,
            "w": 0.2,
            "x": 0.7,
            "y": 0.65
          },
          "kind": "image",
          "text": "Person with network/WoM icon",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Illustration",
              "slug": "illustration",
              "status": "active",
              "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "illustration",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:01.122+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "87257b48-e408-4e1c-99fa-f98d3e9c6d50",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.2,
            "w": 0.15,
            "x": 0.38,
            "y": 0.75
          },
          "kind": "image",
          "text": "Person with lightbulb icon",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Illustration",
              "slug": "illustration",
              "status": "active",
              "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "illustration",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:01.122+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "b3a65f3c-8d95-418b-9ae9-bb7fcaf296b6",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.6,
            "w": 0.28,
            "x": 0.36,
            "y": 0.2
          },
          "kind": "list",
          "text": "Deploy digital as a complementary medium: Significant consumer involvement on digital channels beyond LTV/OTT network; Ideate, create and share digital-forward content; ~50% off-network activity happens on digital; 3 digital touchpoints between content discovery and consumption",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:01.122+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "033a1f74-60f2-4020-a4ad-91b49bda6e40",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.6,
            "w": 0.28,
            "x": 0.67,
            "y": 0.2
          },
          "kind": "list",
          "text": "Ramp up digital engagement: Word of Mouth (WoM) increases appointment viewing and reduces churn; Design and execute targeted campaigns to nudge WoM; Up to 40% higher watch times for digitally engaged audiences; 40%+ viewers discover content on digital via WoM",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:01.122+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "96883669-d55b-4f76-ac41-d1ac5a0d03b7",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.6,
            "w": 0.28,
            "x": 0.05,
            "y": 0.2
          },
          "kind": "list",
          "text": "Think full funnel: High consumer involvement post content discovery; Digital plays a critical role across the content consumption journey; 50-60% of consumers actively research and engage with content; Of these, 50%+ are digitally influenced",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:01.122+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "c088f251-26d9-4d11-b2e3-c7c669164fd9",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "digital influence: 50%+",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-24 12:48:38+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-acb9-741a-834d-122c90bd213b",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.1,
            "w": 0.3,
            "x": 0.05,
            "y": 0.05
          },
          "kind": "title",
          "text": "THE TRAILER",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:01.122+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "0bf43e51-d507-41f0-9714-a71ddb99b5cb",
          "parentComponentId": null
        }
      ],
      "metrics": [
        {
          "metricRaw": "digital influence",
          "numberRaw": "50%+",
          "numberKind": "percent",
          "actionTitle": null,
          "calloutText": null,
          "numberScale": null,
          "numberValue": 50,
          "metricFamily": "other",
          "numberCurrency": null
        }
      ],
      "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": "019dd95a-1474-7621-ae4e-755975dde2c3",
          "evidence": "Three parallel pillars summarising the deck thesis",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 88,
          "extraction": {
            "at": "2026-04-29 13:07:32.727482+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 4,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "Three Pillars",
            "slug": "three-pillars",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-81ef-7455-a365-b234d95a6bbb",
            "version": 1,
            "bodyDocId": null,
            "description": "Three major supporting arguments that are MECE and address key concerns",
            "familyLabel": null,
            "categoryName": "Block",
            "categorySlug": "block"
          },
          "agent": "Architect",
          "layer": "block",
          "agents": [
            "Architect"
          ],
          "matchId": "019dd95a-1474-7621-ae4e-72d61edc3d1f",
          "evidence": "Three labeled columns: 'Think full funnel', 'Deploy digital as complementary medium', 'Ramp up digital engagement'",
          "pageRefs": null,
          "priority": "Core",
          "whenToUse": null,
          "confidence": 92,
          "extraction": {
            "at": "2026-04-29 13:07:32.727482+00",
            "model": "claude-legacy",
            "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": "019dd95a-14f5-72a3-8b89-d5542e848f97",
          "evidence": "Each pillar headline states the recommendation, not the topic",
          "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": "2026-04-29 13:07:32.858858+00",
            "model": "claude-legacy",
            "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": "Core Message Extraction",
            "slug": "core-message-extraction",
            "status": "active",
            "bestFor": "Any slide that carries an argument or finding. The diagnostic: if the slide has a chart on it, it needs a core message. Run extraction whenever the current title is a topic (Q3 performance, Customer satisfaction) rather than a claim, or when a reader could reasonably draw more than one conclusion from the visible evidence.",
            "canonId": "019dd956-bc71-707d-8867-1b2e810175cf",
            "version": 1,
            "bodyDocId": "f85613cb-4b77-462f-bfe6-3b862516e1a6",
            "description": "The discipline of distilling raw analysis, data, or content into a single declarative sentence — the slide's core message — that the audience would walk away with if they remembered nothing else. Process, not artefact: extraction questions run on the raw content until one sentence falls out.",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Architect",
          "layer": "slide",
          "agents": [
            "Architect"
          ],
          "matchId": "019dd95a-14f5-72a3-8b89-d822cb12a2f0",
          "evidence": "Trailer crystallises full deck message into three bold pillar lines",
          "pageRefs": null,
          "priority": null,
          "whenToUse": "Any slide that carries an argument or finding. The diagnostic: if the slide has a chart on it, it needs a core message. Run extraction whenever the current title is a topic (Q3 performance, Customer satisfaction) rather than a claim, or when a reader could reasonably draw more than one conclusion from the visible evidence.",
          "confidence": 78,
          "extraction": {
            "at": "2026-04-29 13:07:32.858858+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 4,
          "whyItWorks": "Solves the two failure modes of slide writing simultaneously: the topic title (which outsources interpretation to the audience and produces three different conclusions in three different heads) and the multi-thesis stapler (which exceeds working memory and gets remembered as fragments). Aligns with how readers actually consume decks — Heath & Heath's Find the Core, the journalist's nut graf, and Minto's governing thought all converge on the same cognitive economics.",
          "antipattern": "Topic titles disguised as core messages (Customer satisfaction, no verb, no stake); multi-thesis sentences stapled with and; hedged sentences (may show signs of possible softening); chart-caption titles (Revenue fell 4%) that restate what the chart already shows instead of naming the so-what; meta-commentary (this slide explores...) that describes the slide rather than concluding it.",
          "cardinality": null,
          "narrativePurpose": "Forces the slide author to do the interpretive work before the slide ships, so the audience does not have to do it during the meeting. Wins the WYSIATI battle on purpose — the loudest fragment on the page becomes the author's chosen sentence rather than whichever chart label happens to be largest."
        },
        {
          "tool": {
            "name": "List presentation",
            "slug": "list-presentation",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1",
            "version": 1,
            "bodyDocId": null,
            "description": "Bulleted, numbered, or checklist enumerations.",
            "familyLabel": null,
            "categoryName": null,
            "categorySlug": null
          },
          "agent": null,
          "layer": "slide",
          "agents": null,
          "matchId": "76c4a791-39a1-46cf-a2c5-c2288ba19ea6",
          "evidence": "list/bullet: Deploy digital as a complementary medium...",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-07-16 21:04:10.93403+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": "Storytelling: audience calibration",
            "slug": "audience",
            "status": "active",
            "bestFor": null,
            "canonId": "019df269-23ea-723a-87c0-af1d78d702d2",
            "version": 1,
            "bodyDocId": "019df269-23c5-72ec-8b94-78fc1da7b656",
            "description": "The same thesis, written for four different audiences, produces four",
            "familyLabel": "narrative-block",
            "categoryName": "Narrative & Transformation",
            "categorySlug": "narrative-transformation"
          },
          "agent": "storyteller",
          "layer": "slide",
          "agents": [
            "storyteller"
          ],
          "matchId": "d63bac57-8afa-4138-a742-fbe0186f346b",
          "evidence": "Significant consumer involvement on digital channels...",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 21:04:10.967812+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 4,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 12,
          "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": "Situation & Context",
          "beatId": "019dd95a-0702-74a3-87e0-142ec4ee18f8",
          "matchId": "019dd95a-0543-7581-99ae-e92c92ec9ca6",
          "beatType": {
            "name": "Situation & Context",
            "slug": "consultants-gambit-situation-context",
            "status": "active",
            "canonId": "019dd9b8-05ae-741b-992d-65ee83c639b3",
            "version": 1,
            "description": null
          },
          "evidence": "Origins of study + India entertainment-hungry market context",
          "position": 1,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Setup",
            "slug": "setup",
            "status": "active",
            "canonId": "019dd9b8-020e-7505-af9b-d9b9a4679bcc",
            "version": 1,
            "description": "Where the deck grounds the reader before doing anything else. Almost every arc opens here."
          },
          "alignedBlockIds": null,
          "matchConfidence": 88
        }
      ],
      "loops": [],
      "locked": true
    },
    {
      "page": 5,
      "type": "resolution",
      "title": "The slide uses a three-column layout to present strategic imperatives.",
      "function": "recommend",
      "rawType": "recommendation",
      "block": null,
      "metadata": {
        "slideType": "recommendation",
        "slideTypeCanon": {
          "name": "Recommendation",
          "slug": "recommendation",
          "status": "active",
          "canonId": "019de52d-0c35-718b-8bbb-772a56a31ecd",
          "version": 1,
          "description": null
        },
        "function": "recommend",
        "functionCanon": {
          "name": "Recommend",
          "slug": "recommend",
          "status": "active",
          "canonId": "019de52d-1609-764f-9882-9ef3ede71d8b",
          "version": 1,
          "description": null
        },
        "density": "overcrowded",
        "densityScore": 85,
        "componentCount": 12,
        "textChars": 866,
        "nDataPoints": 4,
        "notes": "The slide uses a three-column layout to present strategic imperatives.",
        "elementsJson": [
          "headline_text",
          "bullet_list",
          "icon_grid",
          "infographic"
        ],
        "confidence": 0.95,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:46:07.439+00",
          "seconds": 9.088,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-7e1c9fe1bc87/5",
        "deck": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87#slide-5",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "Strategic digital activations expand the viewer base and drive top-line growth.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-24 12:48:38+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-acb9-741a-834d-45dec321f655",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.25,
            "w": 0.9,
            "x": 0.05,
            "y": 0.7
          },
          "kind": "image",
          "text": null,
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Illustration",
              "slug": "illustration",
              "status": "active",
              "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "illustration",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:07.439+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "dcda92b7-a4de-4dc1-8110-8d9d0d348bdc",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.25,
            "x": 0.365,
            "y": 0.43
          },
          "kind": "list",
          "text": "Content factory\nMeasurement toolkit\nOrganizational\nTechnology and data\nFlywheel for user engagement",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:07.439+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "4dc770e1-ba28-4295-8e66-2ce45caa874b",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.25,
            "x": 0.06,
            "y": 0.43
          },
          "kind": "list",
          "text": "Nurture Test and learn culture with agile teaming\nRe-allocate marketing spends basis incremental returns\nTailor digital activations basis digital maturity",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:07.439+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "600b44f9-24ba-4927-87d3-dfcd2ced0e97",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.2,
            "w": 0.25,
            "x": 0.67,
            "y": 0.4
          },
          "kind": "metric",
          "text": "2.5-3x higher active user base\n1.5-2x higher time spent\n30-40% sales uplift for LTV and Movie Studios\n35-40% marketing spends efficiency for OTT",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": null,
            "subkind": {
              "name": "Big number",
              "slug": "big-number",
              "status": "active",
              "canonId": "019de52c-fc70-70c8-b965-0584548a9204",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "big-number",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:07.439+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "bd7c3eab-b91e-42eb-ae55-b23f1738ebc3",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "sales uplift: 30-40%",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-24 12:48:38+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-acb9-741a-834d-4b4f7818291b",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.25,
            "x": 0.67,
            "y": 0.3
          },
          "kind": "paragraph",
          "text": "Strategic digital activations expand the viewer base and drive top-line growth",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:07.439+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "6831a205-7458-4cc9-8fb1-3cf4e3adfbb9",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.1,
            "w": 0.25,
            "x": 0.06,
            "y": 0.3
          },
          "kind": "paragraph",
          "text": "Urgent need to re-think and formulate business, content and marketing strategies to accelerate growth",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:07.439+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "a00b83f1-4ef0-42d1-a94b-e246f2d7184c",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.25,
            "x": 0.365,
            "y": 0.3
          },
          "kind": "paragraph",
          "text": "Best-in-class companies build an ecosystem to design and execute digital activations",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:07.439+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "c03fe97b-c18d-417d-a603-fb6d8617776b",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.25,
            "x": 0.06,
            "y": 0.215
          },
          "kind": "title",
          "text": "Identify pockets of innovation",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:07.439+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "3544d4c4-9884-4103-9efc-749fc7183327",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.25,
            "x": 0.365,
            "y": 0.215
          },
          "kind": "title",
          "text": "Build capabilities to match global peers",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:07.439+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "7ea8d832-c93a-4f4d-a28e-7ed79262a4fe",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.25,
            "x": 0.67,
            "y": 0.215
          },
          "kind": "title",
          "text": "Unlock significant value with digital",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:07.439+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "84bcb815-bb46-4f00-97bc-48759395c304",
          "parentComponentId": null
        }
      ],
      "metrics": [
        {
          "metricRaw": "sales uplift",
          "numberRaw": "30-40%",
          "numberKind": "percent",
          "actionTitle": null,
          "calloutText": "Strategic digital activations expand the viewer base and drive top-line growth.",
          "numberScale": null,
          "numberValue": -40,
          "metricFamily": "revenue",
          "numberCurrency": null
        }
      ],
      "tools": [
        {
          "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": "019dd95a-14f5-72a3-8b89-e0fecff8317d",
          "evidence": "Recommendations placed up front before evidence (answer-first structure)",
          "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": "2026-04-29 13:07:32.858858+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 5,
          "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": "Three Pillars",
            "slug": "three-pillars",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-81ef-7455-a365-b234d95a6bbb",
            "version": 1,
            "bodyDocId": null,
            "description": "Three major supporting arguments that are MECE and address key concerns",
            "familyLabel": null,
            "categoryName": "Block",
            "categorySlug": "block"
          },
          "agent": "Architect",
          "layer": "block",
          "agents": [
            "Architect"
          ],
          "matchId": "019dd95a-14f5-72a3-8b89-dfd6010304cc",
          "evidence": "Three columns: 'Identify pockets of innovation', 'Build capabilities to match global peers', 'Unlock significant value with digital'",
          "pageRefs": null,
          "priority": "Core",
          "whenToUse": null,
          "confidence": 90,
          "extraction": {
            "at": "2026-04-29 13:07:32.858858+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 5,
          "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": "367567db-10ec-430f-afcd-127a4e94a460",
          "evidence": "list/bullet: Nurture Test and learn culture with agile teaming...",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.5,
          "extraction": {
            "at": "2026-07-16 21:04:11.072884+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 5,
          "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": "019dd95a-14f5-72a3-8b89-e65e609775e1",
          "evidence": "Each column headline is an imperative recommendation",
          "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": "2026-04-29 13:07:32.858858+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 5,
          "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": "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": "019dd95a-14f5-72a3-8b89-eb6e35ecc165",
          "evidence": "'2.5-3x higher active user base', '30-40% sales uplift' instead of vague gains",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 82,
          "extraction": {
            "at": "2026-04-29 13:07:32.858858+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 5,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "Flywheel",
            "slug": "flywheel",
            "status": "active",
            "bestFor": null,
            "canonId": "019de52d-1ad8-75ab-9027-a40365590152",
            "version": 1,
            "bodyDocId": null,
            "description": null,
            "familyLabel": null,
            "categoryName": null,
            "categorySlug": null
          },
          "agent": null,
          "layer": "slide",
          "agents": null,
          "matchId": "32ada2a3-5070-4cfb-a1c6-2ca63fd91a1b",
          "evidence": "Flywheel for user engagement",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.8,
          "extraction": {
            "at": "2026-07-16 21:04:11.03944+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 5,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "frameworks": [
        {
          "matchId": "2512f0f5-2b5b-4535-9b1f-46d49e6fd824",
          "evidence": "Explicit mention of 'Flywheel for user engagement' in the second column.",
          "framework": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-05-02 19:46:07.439+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 5,
          "frameworkName": "flywheel"
        }
      ],
      "arcBeats": [
        {
          "to": 12,
          "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": "Situation & Context",
          "beatId": "019dd95a-0702-74a3-87e0-142ec4ee18f8",
          "matchId": "019dd95a-0543-7581-99ae-e92c92ec9ca6",
          "beatType": {
            "name": "Situation & Context",
            "slug": "consultants-gambit-situation-context",
            "status": "active",
            "canonId": "019dd9b8-05ae-741b-992d-65ee83c639b3",
            "version": 1,
            "description": null
          },
          "evidence": "Origins of study + India entertainment-hungry market context",
          "position": 1,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Setup",
            "slug": "setup",
            "status": "active",
            "canonId": "019dd9b8-020e-7505-af9b-d9b9a4679bcc",
            "version": 1,
            "description": "Where the deck grounds the reader before doing anything else. Almost every arc opens here."
          },
          "alignedBlockIds": null,
          "matchConfidence": 88
        }
      ],
      "loops": [],
      "locked": true
    },
    {
      "page": 6,
      "type": "setup",
      "title": "The slide uses a 'Lights, Camera' metaphor to structure the presentation flow.",
      "function": "transition",
      "rawType": "agenda",
      "block": null,
      "metadata": {
        "slideType": "agenda",
        "slideTypeCanon": {
          "name": "Agenda",
          "slug": "agenda",
          "status": "active",
          "canonId": "019de52d-061b-7470-b138-3ffa5e612cce",
          "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": 21,
        "componentCount": 5,
        "textChars": 152,
        "nDataPoints": 0,
        "notes": "The slide uses a 'Lights, Camera' metaphor to structure the presentation flow.",
        "elementsJson": [
          "headline_text",
          "icon_grid"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:46:03.44+00",
          "seconds": 4.857,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-7e1c9fe1bc87/6",
        "deck": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87#slide-6",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.35,
            "w": 0.25,
            "x": 0.55,
            "y": 0.35
          },
          "kind": "image",
          "text": null,
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Illustration",
              "slug": "illustration",
              "status": "active",
              "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "illustration",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:03.44+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "355a409c-79ca-4971-8ae2-8603e9067c15",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.35,
            "w": 0.25,
            "x": 0.08,
            "y": 0.35
          },
          "kind": "image",
          "text": null,
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Illustration",
              "slug": "illustration",
              "status": "active",
              "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "illustration",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:03.44+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "35fb92c8-7d12-494d-8f4f-b70a966727a5",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.2,
            "w": 0.3,
            "x": 0.55,
            "y": 0.65
          },
          "kind": "list",
          "text": "02 CAMERA Attracting and engaging the viewer Page 24",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Numbered list",
              "slug": "numbered",
              "status": "active",
              "canonId": "019de52c-fcc0-7718-a284-a4250c805df2",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "numbered",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:03.44+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "7f6ce33b-4ccc-4c76-aaa8-b485eda68592",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.2,
            "w": 0.3,
            "x": 0.08,
            "y": 0.65
          },
          "kind": "list",
          "text": "01 LIGHTS Understanding the power of digital and evolving consumer behavior Page 08",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Numbered list",
              "slug": "numbered",
              "status": "active",
              "canonId": "019de52c-fcc0-7718-a284-a4250c805df2",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "numbered",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:03.44+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "b5c65d47-a777-4842-b461-0a0ef2c6d996",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.1,
            "w": 0.4,
            "x": 0.05,
            "y": 0.05
          },
          "kind": "title",
          "text": "SHOOTING SCHEDULE",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:03.44+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "0d2f087b-6b46-4265-b896-4bc506468252",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 12,
          "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": "Situation & Context",
          "beatId": "019dd95a-0702-74a3-87e0-142ec4ee18f8",
          "matchId": "019dd95a-0543-7581-99ae-e92c92ec9ca6",
          "beatType": {
            "name": "Situation & Context",
            "slug": "consultants-gambit-situation-context",
            "status": "active",
            "canonId": "019dd9b8-05ae-741b-992d-65ee83c639b3",
            "version": 1,
            "description": null
          },
          "evidence": "Origins of study + India entertainment-hungry market context",
          "position": 1,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Setup",
            "slug": "setup",
            "status": "active",
            "canonId": "019dd9b8-020e-7505-af9b-d9b9a4679bcc",
            "version": 1,
            "description": "Where the deck grounds the reader before doing anything else. Almost every arc opens here."
          },
          "alignedBlockIds": null,
          "matchConfidence": 88
        }
      ],
      "loops": [],
      "locked": true
    },
    {
      "page": 7,
      "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": 17,
        "componentCount": 4,
        "textChars": 219,
        "nDataPoints": 0,
        "notes": null,
        "elementsJson": [
          "icon_grid",
          "other"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:46:02.11+00",
          "seconds": 3.136,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-7e1c9fe1bc87/7",
        "deck": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87#slide-7",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.35,
            "w": 0.3,
            "x": 0.5,
            "y": 0.35
          },
          "kind": "image",
          "text": "Illustration of two people looking at a data dashboard",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Illustration",
              "slug": "illustration",
              "status": "active",
              "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "illustration",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:02.11+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "c6087cc7-966d-44e4-9eb4-268ef60d3b8a",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.35,
            "w": 0.25,
            "x": 0.12,
            "y": 0.38
          },
          "kind": "image",
          "text": "Illustration of a person presenting at a whiteboard",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Illustration",
              "slug": "illustration",
              "status": "active",
              "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "illustration",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:02.11+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "c86950a4-dd1c-467e-99b8-7be401d4ba42",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.35,
            "x": 0.06,
            "y": 0.7
          },
          "kind": "title",
          "text": "03 ACTION Building a digital-ready organization",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:02.11+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "c8d5258a-3fb9-4746-8392-b737d11f2736",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.4,
            "x": 0.48,
            "y": 0.7
          },
          "kind": "title",
          "text": "04 BEHIND THE SCENES Key research data points and glossary of terms",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:02.11+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "d5d6f395-f141-4072-8cf4-007c0ae9023b",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "Section divider",
            "slug": "section-divider",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd9e1-4c66-707d-8d1f-6e14547134c7",
            "version": 1,
            "bodyDocId": null,
            "description": "A transitional slide marking the start of a new section.",
            "familyLabel": null,
            "categoryName": null,
            "categorySlug": null
          },
          "agent": null,
          "layer": "slide",
          "agents": null,
          "matchId": "cae2c7ae-a769-4d65-9b32-15f73bb3d846",
          "evidence": "title/headline: 03 ACTION Building a digital-ready organization",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-07-16 21:04:11.173731+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 7,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": "common",
          "narrativePurpose": null
        }
      ],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 12,
          "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": "Situation & Context",
          "beatId": "019dd95a-0702-74a3-87e0-142ec4ee18f8",
          "matchId": "019dd95a-0543-7581-99ae-e92c92ec9ca6",
          "beatType": {
            "name": "Situation & Context",
            "slug": "consultants-gambit-situation-context",
            "status": "active",
            "canonId": "019dd9b8-05ae-741b-992d-65ee83c639b3",
            "version": 1,
            "description": null
          },
          "evidence": "Origins of study + India entertainment-hungry market context",
          "position": 1,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Setup",
            "slug": "setup",
            "status": "active",
            "canonId": "019dd9b8-020e-7505-af9b-d9b9a4679bcc",
            "version": 1,
            "description": "Where the deck grounds the reader before doing anything else. Almost every arc opens here."
          },
          "alignedBlockIds": null,
          "matchConfidence": 88
        }
      ],
      "loops": [],
      "locked": true
    },
    {
      "page": 8,
      "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": 4,
        "componentCount": 2,
        "textChars": 74,
        "nDataPoints": 0,
        "notes": null,
        "elementsJson": [
          "headline_text"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:46:02.978+00",
          "seconds": 3.987,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-7e1c9fe1bc87/8",
        "deck": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87#slide-8",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.1,
            "w": 0.75,
            "x": 0.175,
            "y": 0.55
          },
          "kind": "paragraph",
          "text": "Understanding the power of digital and evolving consumer behavior",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:02.978+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "6424dd1f-86f2-4949-9d05-b6cdb957bf58",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.275,
            "x": 0.175,
            "y": 0.285
          },
          "kind": "title",
          "text": "01 LIGHTS",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:02.978+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "c001d075-5887-4e5b-a3d0-cd4e1cbb977c",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "Section divider",
            "slug": "section-divider",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd9e1-4c66-707d-8d1f-6e14547134c7",
            "version": 1,
            "bodyDocId": null,
            "description": "A transitional slide marking the start of a new section.",
            "familyLabel": null,
            "categoryName": null,
            "categorySlug": null
          },
          "agent": null,
          "layer": "slide",
          "agents": null,
          "matchId": "d9648431-4f0b-46a9-8bc0-aa9e8a46fee2",
          "evidence": "title/headline: 01 LIGHTS",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-07-16 21:04:11.240838+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 8,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": "common",
          "narrativePurpose": null
        }
      ],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 12,
          "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": "Situation & Context",
          "beatId": "019dd95a-0702-74a3-87e0-142ec4ee18f8",
          "matchId": "019dd95a-0543-7581-99ae-e92c92ec9ca6",
          "beatType": {
            "name": "Situation & Context",
            "slug": "consultants-gambit-situation-context",
            "status": "active",
            "canonId": "019dd9b8-05ae-741b-992d-65ee83c639b3",
            "version": 1,
            "description": null
          },
          "evidence": "Origins of study + India entertainment-hungry market context",
          "position": 1,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Setup",
            "slug": "setup",
            "status": "active",
            "canonId": "019dd9b8-020e-7505-af9b-d9b9a4679bcc",
            "version": 1,
            "description": "Where the deck grounds the reader before doing anything else. Almost every arc opens here."
          },
          "alignedBlockIds": null,
          "matchConfidence": 88
        },
        {
          "to": 22,
          "arc": {
            "name": "The Triple Take",
            "slug": "triple-take",
            "status": "active",
            "bestFor": "Data-driven presentations, research findings",
            "canonId": "019dd956-6221-73ad-bc12-378f8eb1f018",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "The Facts (What) -> The Implications (So What) -> The Action (Now What)",
            "description": null,
            "familyLabel": null
          },
          "from": 8,
          "name": "The Facts (What)",
          "beatId": "019dd95a-0702-74a3-87e0-2986d735d600",
          "matchId": "019dd95a-0543-7581-99ae-ed37dc697ed1",
          "beatType": {
            "name": "The Facts (What)",
            "slug": "triple-take-the-facts-what",
            "status": "active",
            "canonId": "019dd9b8-092b-754c-8eaa-ede3ffdcb060",
            "version": 1,
            "description": null
          },
          "evidence": "Lights: India market data + consumer behavior facts",
          "position": 1,
          "isPrimaryArc": false,
          "parentBeatType": {
            "name": "Setup",
            "slug": "setup",
            "status": "active",
            "canonId": "019dd9b8-020e-7505-af9b-d9b9a4679bcc",
            "version": 1,
            "description": "Where the deck grounds the reader before doing anything else. Almost every arc opens here."
          },
          "alignedBlockIds": null,
          "matchConfidence": 80
        }
      ],
      "loops": [],
      "locked": true
    },
    {
      "page": 9,
      "type": "setup",
      "title": "The slide is purely illustrative and lacks text content.",
      "function": "transition",
      "rawType": "transition",
      "block": null,
      "metadata": {
        "slideType": "transition",
        "slideTypeCanon": {
          "name": "Transition",
          "slug": "transition",
          "status": "active",
          "canonId": "019de52d-0693-7766-9f05-887f41f8e41e",
          "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": 0,
        "componentCount": 1,
        "textChars": 0,
        "nDataPoints": 0,
        "notes": "The slide is purely illustrative and lacks text content.",
        "elementsJson": [
          "photo",
          "other"
        ],
        "confidence": 0.9,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:46:01.052+00",
          "seconds": 2.042,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-7e1c9fe1bc87/9",
        "deck": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87#slide-9",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.8,
            "w": 0.5,
            "x": 0.25,
            "y": 0.1
          },
          "kind": "image",
          "text": null,
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Illustration",
              "slug": "illustration",
              "status": "active",
              "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "illustration",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:01.052+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "b0afc400-5977-4c1c-a362-80ae4f5b305a",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 12,
          "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": "Situation & Context",
          "beatId": "019dd95a-0702-74a3-87e0-142ec4ee18f8",
          "matchId": "019dd95a-0543-7581-99ae-e92c92ec9ca6",
          "beatType": {
            "name": "Situation & Context",
            "slug": "consultants-gambit-situation-context",
            "status": "active",
            "canonId": "019dd9b8-05ae-741b-992d-65ee83c639b3",
            "version": 1,
            "description": null
          },
          "evidence": "Origins of study + India entertainment-hungry market context",
          "position": 1,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Setup",
            "slug": "setup",
            "status": "active",
            "canonId": "019dd9b8-020e-7505-af9b-d9b9a4679bcc",
            "version": 1,
            "description": "Where the deck grounds the reader before doing anything else. Almost every arc opens here."
          },
          "alignedBlockIds": null,
          "matchConfidence": 88
        },
        {
          "to": 22,
          "arc": {
            "name": "The Triple Take",
            "slug": "triple-take",
            "status": "active",
            "bestFor": "Data-driven presentations, research findings",
            "canonId": "019dd956-6221-73ad-bc12-378f8eb1f018",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "The Facts (What) -> The Implications (So What) -> The Action (Now What)",
            "description": null,
            "familyLabel": null
          },
          "from": 8,
          "name": "The Facts (What)",
          "beatId": "019dd95a-0702-74a3-87e0-2986d735d600",
          "matchId": "019dd95a-0543-7581-99ae-ed37dc697ed1",
          "beatType": {
            "name": "The Facts (What)",
            "slug": "triple-take-the-facts-what",
            "status": "active",
            "canonId": "019dd9b8-092b-754c-8eaa-ede3ffdcb060",
            "version": 1,
            "description": null
          },
          "evidence": "Lights: India market data + consumer behavior facts",
          "position": 1,
          "isPrimaryArc": false,
          "parentBeatType": {
            "name": "Setup",
            "slug": "setup",
            "status": "active",
            "canonId": "019dd9b8-020e-7505-af9b-d9b9a4679bcc",
            "version": 1,
            "description": "Where the deck grounds the reader before doing anything else. Almost every arc opens here."
          },
          "alignedBlockIds": null,
          "matchConfidence": 80
        }
      ],
      "loops": [],
      "locked": true
    },
    {
      "page": 10,
      "type": "analysis",
      "title": "Includes footnotes defining TV, Digital, and Others categories.",
      "function": "analyze_data",
      "rawType": "industry_trends",
      "block": null,
      "metadata": {
        "slideType": "industry_trends",
        "slideTypeCanon": {
          "name": "Industry trends",
          "slug": "industry_trends",
          "status": "active",
          "canonId": "019de52d-0b1d-7705-a0e0-c663199cd1fa",
          "version": 1,
          "description": null
        },
        "function": "analyze_data",
        "functionCanon": {
          "name": "Analyze data",
          "slug": "analyze_data",
          "status": "active",
          "canonId": "019de52d-1590-7413-8c82-cc218cff40b4",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 65,
        "componentCount": 7,
        "textChars": 653,
        "nDataPoints": 14,
        "notes": "Includes footnotes defining TV, Digital, and Others categories.",
        "elementsJson": [
          "headline_text",
          "bar_chart_stacked",
          "bar_chart_vertical",
          "icon_grid",
          "footnote"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:46:01.543+00",
          "seconds": 2.441,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-7e1c9fe1bc87/10",
        "deck": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87#slide-10",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "PayTV households in India continue a growing trend while the US and China are static or declining... and the number of OTT SVoD subscribers is growing 3–4x faster than in US and China.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-24 12:48:38+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-acb9-741a-834d-66c551aa614b",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.6,
            "w": 0.35,
            "x": 0.05,
            "y": 0.25
          },
          "kind": "chart",
          "text": "Number of hours of consumption/day/viewer 2019 vs 2022E",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Chart",
              "slug": "chart",
              "status": "active",
              "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8",
              "version": 1,
              "description": "Quantitative chart."
            },
            "tool": null,
            "subkind": {
              "name": "Stacked bar chart",
              "slug": "bar-stacked",
              "status": "active",
              "canonId": "019de52c-feec-74bf-9028-15b74f84f0a7",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bar-stacked",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:01.543+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "020a84bf-8eea-4ebe-8a5b-324c89315dfe",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.2,
            "w": 0.4,
            "x": 0.5,
            "y": 0.25
          },
          "kind": "chart",
          "text": "PayTV households CAGR 19-22",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Chart",
              "slug": "chart",
              "status": "active",
              "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8",
              "version": 1,
              "description": "Quantitative chart."
            },
            "tool": null,
            "subkind": {
              "name": "Vertical bar chart",
              "slug": "bar-vertical",
              "status": "active",
              "canonId": "019de52c-fe9d-70f2-b3b7-a9ae294f5917",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bar-vertical",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:01.543+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "0b190224-7fdc-4d17-9227-28401c23b23f",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.25,
            "w": 0.4,
            "x": 0.5,
            "y": 0.6
          },
          "kind": "chart",
          "text": "OTT SVOD subscribers CAGR 19-22",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Chart",
              "slug": "chart",
              "status": "active",
              "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8",
              "version": 1,
              "description": "Quantitative chart."
            },
            "tool": null,
            "subkind": {
              "name": "Vertical bar chart",
              "slug": "bar-vertical",
              "status": "active",
              "canonId": "019de52c-fe9d-70f2-b3b7-a9ae294f5917",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bar-vertical",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:01.543+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "e3af02c6-2927-44b9-a969-1022fafd1a5a",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.1,
            "w": 0.9,
            "x": 0.05,
            "y": 0.85
          },
          "kind": "disclaimer",
          "text": "1. TV: ages 18+ who use at least once per month... 2. Digital: ages 18+ who use at least once per month... 3. Includes gaming, print and radio 4. Estimated Source: Media consumption in India 2022 from E-marketer; Industry Reports; BCG Analysis",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Disclaimer",
              "slug": "disclaimer",
              "status": "active",
              "canonId": "91173477-d91f-4024-bbaf-d4f93e3f82dc",
              "version": 1,
              "description": "Legal/cautionary text that occupies most of the body of its slide."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:01.543+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "7da7f3c3-c41e-420b-910f-47632af20358",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "CAGR 19-22: 51%",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-24 12:48:38+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-acb9-741a-834d-69ad97a141bb",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.1,
            "w": 0.8,
            "x": 0.05,
            "y": 0.07
          },
          "kind": "title",
          "text": "India is an entertainment-hungry nation – and growth in digital is driving new content consumption",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:01.543+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "7cc08a37-7952-4e67-b38f-f1c6c0199278",
          "parentComponentId": null
        }
      ],
      "metrics": [
        {
          "metricRaw": "CAGR 19-22",
          "numberRaw": "51%",
          "numberKind": "percent",
          "actionTitle": "India is an entertainment-hungry nation – and growth in digital is driving new content consumption",
          "calloutText": "PayTV households in India continue a growing trend while the US and China are static or declining... and the number of OTT SVoD subscribers is growing 3–4x faster than in US and China.",
          "numberScale": null,
          "numberValue": 51,
          "metricFamily": "growth_rate",
          "numberCurrency": null
        }
      ],
      "tools": [
        {
          "tool": {
            "name": "Data Story Arc",
            "slug": "data-story-arc",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-9c30-728e-b974-d3fb123dcf5a",
            "version": 1,
            "bodyDocId": null,
            "description": "Context → Conflict → Insight → Implication structure for data narratives",
            "familyLabel": null,
            "categoryName": "Loop",
            "categorySlug": "loop"
          },
          "agent": "Storyteller",
          "layer": "loop",
          "agents": [
            "Storyteller"
          ],
          "matchId": "019dd95a-14f5-72a3-8b89-f5dd35b0e5cc",
          "evidence": "Context (entertainment hungry) -> conflict (US/China static) -> insight (India 3-4x faster)",
          "pageRefs": null,
          "priority": "Core",
          "whenToUse": null,
          "confidence": 70,
          "extraction": {
            "at": "2026-04-29 13:07:32.858858+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 10,
          "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": "019dd95a-14f5-72a3-8b89-ec6d1dd2c33c",
          "evidence": "'India is an entertainment-hungry nation - growth in digital driving new content consumption'",
          "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": 88,
          "extraction": {
            "at": "2026-04-29 13:07:32.858858+00",
            "model": "claude-legacy",
            "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": "Chart Selection Guide",
            "slug": "chart-selection-guide",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-b1a0-700b-ba17-0e16c4d5bcae",
            "version": 1,
            "bodyDocId": null,
            "description": "Choosing the right chart type for your data and message",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Designer",
          "layer": "slide",
          "agents": [
            "Designer"
          ],
          "matchId": "53c926a8-cf57-4fc2-b50a-3b5e08f44951",
          "evidence": "chart/bar-stacked: Number of hours of consumption/day/viewer 2019 vs 2022E",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 21:04:11.342172+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 10,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "Small Multiples",
            "slug": "small-multiples",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-b32d-7586-b368-baa1dd388ed4",
            "version": 1,
            "bodyDocId": null,
            "description": "Repeating similar charts for comparison across categories or time",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Designer",
          "layer": "slide",
          "agents": [
            "Designer"
          ],
          "matchId": "019dd95a-14f5-72a3-8b89-f0fe20613335",
          "evidence": "Same CAGR chart repeated for India / US / China for PayTV and OTT SVoD",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 85,
          "extraction": {
            "at": "2026-04-29 13:07:32.858858+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 10,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 12,
          "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": "Situation & Context",
          "beatId": "019dd95a-0702-74a3-87e0-142ec4ee18f8",
          "matchId": "019dd95a-0543-7581-99ae-e92c92ec9ca6",
          "beatType": {
            "name": "Situation & Context",
            "slug": "consultants-gambit-situation-context",
            "status": "active",
            "canonId": "019dd9b8-05ae-741b-992d-65ee83c639b3",
            "version": 1,
            "description": null
          },
          "evidence": "Origins of study + India entertainment-hungry market context",
          "position": 1,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Setup",
            "slug": "setup",
            "status": "active",
            "canonId": "019dd9b8-020e-7505-af9b-d9b9a4679bcc",
            "version": 1,
            "description": "Where the deck grounds the reader before doing anything else. Almost every arc opens here."
          },
          "alignedBlockIds": null,
          "matchConfidence": 88
        },
        {
          "to": 22,
          "arc": {
            "name": "The Triple Take",
            "slug": "triple-take",
            "status": "active",
            "bestFor": "Data-driven presentations, research findings",
            "canonId": "019dd956-6221-73ad-bc12-378f8eb1f018",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "The Facts (What) -> The Implications (So What) -> The Action (Now What)",
            "description": null,
            "familyLabel": null
          },
          "from": 8,
          "name": "The Facts (What)",
          "beatId": "019dd95a-0702-74a3-87e0-2986d735d600",
          "matchId": "019dd95a-0543-7581-99ae-ed37dc697ed1",
          "beatType": {
            "name": "The Facts (What)",
            "slug": "triple-take-the-facts-what",
            "status": "active",
            "canonId": "019dd9b8-092b-754c-8eaa-ede3ffdcb060",
            "version": 1,
            "description": null
          },
          "evidence": "Lights: India market data + consumer behavior facts",
          "position": 1,
          "isPrimaryArc": false,
          "parentBeatType": {
            "name": "Setup",
            "slug": "setup",
            "status": "active",
            "canonId": "019dd9b8-020e-7505-af9b-d9b9a4679bcc",
            "version": 1,
            "description": "Where the deck grounds the reader before doing anything else. Almost every arc opens here."
          },
          "alignedBlockIds": null,
          "matchConfidence": 80
        }
      ],
      "loops": [
        {
          "to": 13,
          "from": 10,
          "loop": {
            "name": "04_tale_two_worlds",
            "slug": "04-tale-two-worlds",
            "status": "active",
            "bestFor": "Competitive analysis, benchmarking, case for change",
            "canonId": "019dd956-674f-750b-b15d-f082e2717f4e",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "Current State -> Desired State / Benchmark -> The Gap & Implication",
            "description": "Show the gap between two states to drive urgency or highlight opportunity",
            "familyLabel": null
          },
          "matchId": "019dd95a-088b-72c8-b7e7-36c0961f7ac8",
          "evidence": "India OTT subs growing 3-4x US/China (p.10), then India placed below 11-country average on 2x2 (p.13)",
          "position": 1,
          "objective": "Contrast India's growth opportunity with under-indexed local media",
          "confidence": 85,
          "extraction": {
            "at": "2026-04-29 13:07:29.689431+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          }
        }
      ],
      "locked": true
    },
    {
      "page": 11,
      "type": "resolution",
      "title": "The slide uses a stacked bar chart to show market size (USD Bn) and a bubble/dot chart to show CAGR breakdown by segment.",
      "function": "size_opportunity",
      "rawType": "market_sizing",
      "block": null,
      "metadata": {
        "slideType": "market_sizing",
        "slideTypeCanon": {
          "name": "Market sizing",
          "slug": "market_sizing",
          "status": "active",
          "canonId": "019de52d-08c8-756c-8664-733b73a7ee7b",
          "version": 1,
          "description": null
        },
        "function": "size_opportunity",
        "functionCanon": {
          "name": "Size opportunity",
          "slug": "size_opportunity",
          "status": "active",
          "canonId": "019de52d-147b-7568-8828-a74a27697618",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 73,
        "componentCount": 8,
        "textChars": 684,
        "nDataPoints": 18,
        "notes": "The slide uses a stacked bar chart to show market size (USD Bn) and a bubble/dot chart to show CAGR breakdown by segment.",
        "elementsJson": [
          "headline_text",
          "bar_chart_stacked",
          "icon_grid",
          "callout_box"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:46:05.96+00",
          "seconds": 6.764,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-7e1c9fe1bc87/11",
        "deck": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87#slide-11",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "50%+ of all time spent on OTT by 2025 will be on vernacular content",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-24 12:48:40+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-acb9-741a-834e-793e8d8f731b",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.55,
            "w": 0.42,
            "x": 0.06,
            "y": 0.3
          },
          "kind": "chart",
          "text": "Market size in USD Bn from 2016 to 2025F",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Chart",
              "slug": "chart",
              "status": "active",
              "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8",
              "version": 1,
              "description": "Quantitative chart."
            },
            "tool": null,
            "subkind": {
              "name": "Stacked bar chart",
              "slug": "bar-stacked",
              "status": "active",
              "canonId": "019de52c-feec-74bf-9028-15b74f84f0a7",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bar-stacked",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:05.96+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "21bdd402-3511-4646-8799-34f016eadf04",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.35,
            "w": 0.15,
            "x": 0.45,
            "y": 0.45
          },
          "kind": "chart",
          "text": "CAGR 22-25 breakdown by segment",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Chart",
              "slug": "chart",
              "status": "active",
              "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8",
              "version": 1,
              "description": "Quantitative chart."
            },
            "tool": null,
            "subkind": {
              "name": "Dot plot",
              "slug": "dot",
              "status": "active",
              "canonId": "019de52d-0235-738b-bd2b-78f8e24d7cb0",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "dot",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:05.96+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "9d2bc66f-e88f-429b-809b-861a42c0fa1e",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.45,
            "w": 0.3,
            "x": 0.66,
            "y": 0.35
          },
          "kind": "list",
          "text": "~600Mn online video viewers in India (50% up vs. 2019); Original content on OTT to reach 4,000 hours by 2024 (2x vs. 2019); 50%+ of all time spent on OTT by 2025 will be on vernacular content",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:05.96+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "9dad6921-3d22-4167-a1b1-4e18a1da5bfe",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "CAGR: 12%+",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-24 12:48:40+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-acb9-741a-834e-7f06f2b8aba5",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.65,
            "x": 0.06,
            "y": 0.16
          },
          "kind": "paragraph",
          "text": "This report is focused on the LTV, OTT and Movie Studios sectors",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:05.96+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "a051d74c-c841-47d6-abf9-cc0dae4456c4",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.65,
            "x": 0.06,
            "y": 0.9
          },
          "kind": "source-note",
          "text": "1. Short form video apps 2. Estimated 3. Forecasted Source: India Media Market Size, 2022 from Magna Global; Tuning Into Consumer, March 2022 by EY & FICCI; Press Articles; BCG Analysis",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:05.96+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "feea086c-63b7-4c1a-a02f-95ddd064fdda",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.65,
            "x": 0.06,
            "y": 0.07
          },
          "kind": "title",
          "text": "Video verticals are catering to this appetite and expected to grow at 12%+ CAGR for next 3 years",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Action title",
              "slug": "action-title",
              "status": "active",
              "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "action-title",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:05.96+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "831f81d0-8b15-4085-9888-39ad419daa37",
          "parentComponentId": null
        }
      ],
      "metrics": [
        {
          "metricRaw": "CAGR",
          "numberRaw": "12%+",
          "numberKind": "percent",
          "actionTitle": "Video verticals are catering to this appetite and expected to grow at 12%+ CAGR for next 3 years",
          "calloutText": "50%+ of all time spent on OTT by 2025 will be on vernacular content",
          "numberScale": null,
          "numberValue": 12,
          "metricFamily": "growth_rate",
          "numberCurrency": null
        }
      ],
      "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": "019dd95a-14f5-72a3-8b89-f82e7783a0b5",
          "evidence": "'Video verticals... expected to grow at 12%+ CAGR for next 3 years'",
          "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": "2026-04-29 13:07:32.858858+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 11,
          "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": "Annotation",
            "slug": "annotation",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-b5b9-7668-bf0e-3af99823ec5c",
            "version": 1,
            "bodyDocId": null,
            "description": "Adding explanatory labels to highlight key data points",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Designer",
          "layer": "slide",
          "agents": [
            "Designer"
          ],
          "matchId": "019dd95a-14f5-72a3-8b89-fec70b0641ba",
          "evidence": "Callout: '50%+ of OTT time on vernacular by 2025'",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 70,
          "extraction": {
            "at": "2026-04-29 13:07:32.858858+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 11,
          "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": "2d93441a-4250-4ac6-9066-efed33cba102",
          "evidence": "The report is focused on the LTV, OTT and Movie Studios sectors",
          "pageRefs": null,
          "priority": "Core",
          "whenToUse": null,
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 21:04:12.683111+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 11,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "frameworks": [
        {
          "matchId": "a3a3809e-3f9f-4710-a48d-a1352bf024e7",
          "evidence": "Quantitative breakdown of market segments and growth projections",
          "framework": null,
          "confidence": 1,
          "extraction": {
            "at": "2026-05-02 19:46:05.96+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 11,
          "frameworkName": "market-sizing"
        }
      ],
      "arcBeats": [
        {
          "to": 12,
          "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": "Situation & Context",
          "beatId": "019dd95a-0702-74a3-87e0-142ec4ee18f8",
          "matchId": "019dd95a-0543-7581-99ae-e92c92ec9ca6",
          "beatType": {
            "name": "Situation & Context",
            "slug": "consultants-gambit-situation-context",
            "status": "active",
            "canonId": "019dd9b8-05ae-741b-992d-65ee83c639b3",
            "version": 1,
            "description": null
          },
          "evidence": "Origins of study + India entertainment-hungry market context",
          "position": 1,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Setup",
            "slug": "setup",
            "status": "active",
            "canonId": "019dd9b8-020e-7505-af9b-d9b9a4679bcc",
            "version": 1,
            "description": "Where the deck grounds the reader before doing anything else. Almost every arc opens here."
          },
          "alignedBlockIds": null,
          "matchConfidence": 88
        },
        {
          "to": 22,
          "arc": {
            "name": "The Triple Take",
            "slug": "triple-take",
            "status": "active",
            "bestFor": "Data-driven presentations, research findings",
            "canonId": "019dd956-6221-73ad-bc12-378f8eb1f018",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "The Facts (What) -> The Implications (So What) -> The Action (Now What)",
            "description": null,
            "familyLabel": null
          },
          "from": 8,
          "name": "The Facts (What)",
          "beatId": "019dd95a-0702-74a3-87e0-2986d735d600",
          "matchId": "019dd95a-0543-7581-99ae-ed37dc697ed1",
          "beatType": {
            "name": "The Facts (What)",
            "slug": "triple-take-the-facts-what",
            "status": "active",
            "canonId": "019dd9b8-092b-754c-8eaa-ede3ffdcb060",
            "version": 1,
            "description": null
          },
          "evidence": "Lights: India market data + consumer behavior facts",
          "position": 1,
          "isPrimaryArc": false,
          "parentBeatType": {
            "name": "Setup",
            "slug": "setup",
            "status": "active",
            "canonId": "019dd9b8-020e-7505-af9b-d9b9a4679bcc",
            "version": 1,
            "description": "Where the deck grounds the reader before doing anything else. Almost every arc opens here."
          },
          "alignedBlockIds": null,
          "matchConfidence": 80
        }
      ],
      "loops": [
        {
          "to": 13,
          "from": 10,
          "loop": {
            "name": "04_tale_two_worlds",
            "slug": "04-tale-two-worlds",
            "status": "active",
            "bestFor": "Competitive analysis, benchmarking, case for change",
            "canonId": "019dd956-674f-750b-b15d-f082e2717f4e",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "Current State -> Desired State / Benchmark -> The Gap & Implication",
            "description": "Show the gap between two states to drive urgency or highlight opportunity",
            "familyLabel": null
          },
          "matchId": "019dd95a-088b-72c8-b7e7-36c0961f7ac8",
          "evidence": "India OTT subs growing 3-4x US/China (p.10), then India placed below 11-country average on 2x2 (p.13)",
          "position": 1,
          "objective": "Contrast India's growth opportunity with under-indexed local media",
          "confidence": 85,
          "extraction": {
            "at": "2026-04-29 13:07:29.689431+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          }
        }
      ],
      "locked": true
    },
    {
      "page": 12,
      "type": "resolution",
      "title": "The slide uses a bubble-based data table to show growth trends and CAGR.",
      "function": "size_opportunity",
      "rawType": "market_sizing",
      "block": null,
      "metadata": {
        "slideType": "market_sizing",
        "slideTypeCanon": {
          "name": "Market sizing",
          "slug": "market_sizing",
          "status": "active",
          "canonId": "019de52d-08c8-756c-8664-733b73a7ee7b",
          "version": 1,
          "description": null
        },
        "function": "size_opportunity",
        "functionCanon": {
          "name": "Size opportunity",
          "slug": "size_opportunity",
          "status": "active",
          "canonId": "019de52d-147b-7568-8828-a74a27697618",
          "version": 1,
          "description": null
        },
        "density": "balanced",
        "densityScore": 26,
        "componentCount": 4,
        "textChars": 258,
        "nDataPoints": 12,
        "notes": "The slide uses a bubble-based data table to show growth trends and CAGR.",
        "elementsJson": [
          "headline_text",
          "bubble_chart"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:46:01.293+00",
          "seconds": 1.951,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-7e1c9fe1bc87/12",
        "deck": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87#slide-12",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.65,
            "w": 0.9,
            "x": 0.05,
            "y": 0.2
          },
          "kind": "chart",
          "text": "Growth of internet users and digitally active users",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Chart",
              "slug": "chart",
              "status": "active",
              "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8",
              "version": 1,
              "description": "Quantitative chart."
            },
            "tool": null,
            "subkind": {
              "name": "Bubble chart",
              "slug": "bubble",
              "status": "active",
              "canonId": "019de52d-00a4-756f-8978-8d5e48905dbc",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bubble",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:01.293+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "11389ad8-0589-428e-b2a4-3be84cfa60ff",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.4,
            "x": 0.05,
            "y": 0.9
          },
          "kind": "disclaimer",
          "text": "1. Users using internet for more than 4 years 2. Estimated 3. Forecasted Source: BCG analysis",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Disclaimer",
              "slug": "disclaimer",
              "status": "active",
              "canonId": "91173477-d91f-4024-bbaf-d4f93e3f82dc",
              "version": 1,
              "description": "Legal/cautionary text that occupies most of the body of its slide."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:01.293+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "4a300c5c-3721-4d6e-b182-0dd28d8f65dd",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "Digitally active users penetration: 85%",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-24 12:48:39+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-acb9-741a-834e-17809267f2a0",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.6,
            "x": 0.05,
            "y": 0.07
          },
          "kind": "title",
          "text": "Digitally active users are growing and expected to be 85% of internet users",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:01.293+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "2d897838-07cf-4fc5-a3a8-cd5246937f98",
          "parentComponentId": null
        }
      ],
      "metrics": [
        {
          "metricRaw": "Digitally active users penetration",
          "numberRaw": "85%",
          "numberKind": "percent",
          "actionTitle": "Digitally active users are growing and expected to be 85% of internet users",
          "calloutText": null,
          "numberScale": null,
          "numberValue": 85,
          "metricFamily": "share_penetration",
          "numberCurrency": null
        }
      ],
      "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": "019dd95a-14f5-72a3-8b8a-0119fcfea9a5",
          "evidence": "'Digitally active users... expected to be 85% of internet users'",
          "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": "2026-04-29 13:07:32.858858+00",
            "model": "claude-legacy",
            "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": "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": "792d4868-40e7-4eff-ba44-235c6f4a8eae",
          "evidence": "Digitally active users penetration: 85%",
          "pageRefs": null,
          "priority": "Core",
          "whenToUse": null,
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 21:04:12.743351+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 12,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 12,
          "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": "Situation & Context",
          "beatId": "019dd95a-0702-74a3-87e0-142ec4ee18f8",
          "matchId": "019dd95a-0543-7581-99ae-e92c92ec9ca6",
          "beatType": {
            "name": "Situation & Context",
            "slug": "consultants-gambit-situation-context",
            "status": "active",
            "canonId": "019dd9b8-05ae-741b-992d-65ee83c639b3",
            "version": 1,
            "description": null
          },
          "evidence": "Origins of study + India entertainment-hungry market context",
          "position": 1,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Setup",
            "slug": "setup",
            "status": "active",
            "canonId": "019dd9b8-020e-7505-af9b-d9b9a4679bcc",
            "version": 1,
            "description": "Where the deck grounds the reader before doing anything else. Almost every arc opens here."
          },
          "alignedBlockIds": null,
          "matchConfidence": 88
        },
        {
          "to": 22,
          "arc": {
            "name": "The Triple Take",
            "slug": "triple-take",
            "status": "active",
            "bestFor": "Data-driven presentations, research findings",
            "canonId": "019dd956-6221-73ad-bc12-378f8eb1f018",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "The Facts (What) -> The Implications (So What) -> The Action (Now What)",
            "description": null,
            "familyLabel": null
          },
          "from": 8,
          "name": "The Facts (What)",
          "beatId": "019dd95a-0702-74a3-87e0-2986d735d600",
          "matchId": "019dd95a-0543-7581-99ae-ed37dc697ed1",
          "beatType": {
            "name": "The Facts (What)",
            "slug": "triple-take-the-facts-what",
            "status": "active",
            "canonId": "019dd9b8-092b-754c-8eaa-ede3ffdcb060",
            "version": 1,
            "description": null
          },
          "evidence": "Lights: India market data + consumer behavior facts",
          "position": 1,
          "isPrimaryArc": false,
          "parentBeatType": {
            "name": "Setup",
            "slug": "setup",
            "status": "active",
            "canonId": "019dd9b8-020e-7505-af9b-d9b9a4679bcc",
            "version": 1,
            "description": "Where the deck grounds the reader before doing anything else. Almost every arc opens here."
          },
          "alignedBlockIds": null,
          "matchConfidence": 80
        }
      ],
      "loops": [
        {
          "to": 13,
          "from": 10,
          "loop": {
            "name": "04_tale_two_worlds",
            "slug": "04-tale-two-worlds",
            "status": "active",
            "bestFor": "Competitive analysis, benchmarking, case for change",
            "canonId": "019dd956-674f-750b-b15d-f082e2717f4e",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "Current State -> Desired State / Benchmark -> The Gap & Implication",
            "description": "Show the gap between two states to drive urgency or highlight opportunity",
            "familyLabel": null
          },
          "matchId": "019dd95a-088b-72c8-b7e7-36c0961f7ac8",
          "evidence": "India OTT subs growing 3-4x US/China (p.10), then India placed below 11-country average on 2x2 (p.13)",
          "position": 1,
          "objective": "Contrast India's growth opportunity with under-indexed local media",
          "confidence": 85,
          "extraction": {
            "at": "2026-04-29 13:07:29.689431+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          }
        }
      ],
      "locked": true
    },
    {
      "page": 13,
      "type": "analysis",
      "title": "Includes a bubble chart comparing marketing spend vs industry size, a stacked bar chart comparing digital vs offline spend across industries, and qualitative in",
      "function": "diagnose",
      "rawType": "diagnosis",
      "block": null,
      "metadata": {
        "slideType": "diagnosis",
        "slideTypeCanon": {
          "name": "Diagnosis",
          "slug": "diagnosis",
          "status": "active",
          "canonId": "019de52d-0cd7-7212-898f-0464041ff8d8",
          "version": 1,
          "description": null
        },
        "function": "diagnose",
        "functionCanon": {
          "name": "Diagnose",
          "slug": "diagnose",
          "status": "active",
          "canonId": "019de52d-1657-7223-acc5-7437d878c850",
          "version": 1,
          "description": null
        },
        "density": "overcrowded",
        "densityScore": 77,
        "componentCount": 8,
        "textChars": 811,
        "nDataPoints": 25,
        "notes": "Includes a bubble chart comparing marketing spend vs industry size, a stacked bar chart comparing digital vs offline spend across industries, and qualitative industry feedback.",
        "elementsJson": [
          "headline_text",
          "bubble_chart",
          "bar_chart_stacked",
          "quote_block",
          "photo",
          "footnote"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:46:05.158+00",
          "seconds": 5.674,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-7e1c9fe1bc87/13",
        "deck": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87#slide-13",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "Urgent need to invest in internal digital capabilities",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-24 12:48:38+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-acb9-741a-834d-995334a62b29",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.65,
            "w": 0.28,
            "x": 0.42,
            "y": 0.21
          },
          "kind": "chart",
          "text": "Even domestically, digital spends lower than other B2C industries",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Chart",
              "slug": "chart",
              "status": "active",
              "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8",
              "version": 1,
              "description": "Quantitative chart."
            },
            "tool": null,
            "subkind": {
              "name": "Stacked bar chart",
              "slug": "bar-stacked",
              "status": "active",
              "canonId": "019de52c-feec-74bf-9028-15b74f84f0a7",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bar-stacked",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:05.158+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "ddb26777-65a3-4b0d-8651-7ab189dd8ed3",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.65,
            "w": 0.35,
            "x": 0.06,
            "y": 0.21
          },
          "kind": "chart",
          "text": "Indian M&E industry spends lower than international peers",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Chart",
              "slug": "chart",
              "status": "active",
              "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8",
              "version": 1,
              "description": "Quantitative chart."
            },
            "tool": null,
            "subkind": {
              "name": "Bubble chart",
              "slug": "bubble",
              "status": "active",
              "canonId": "019de52d-00a4-756f-8978-8d5e48905dbc",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bubble",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:05.158+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "ed6b94cb-6f06-42a5-8ad3-a7481dac3669",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "Share of digital in marketing spends: 28%",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-24 12:48:38+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-acb9-741a-834d-a1ff0cf672fb",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.45,
            "w": 0.24,
            "x": 0.72,
            "y": 0.35
          },
          "kind": "quote",
          "text": "Majority of our efforts are on own network, digital is seen as a secondary driver of reach. Digital is growing but our LTV network still has majority of the eyeballs. Lack of clarity on the impact of digital activations puts a lot of resistance.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Quote",
              "slug": "quote",
              "status": "active",
              "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a",
              "version": 1,
              "description": "Pull quote or testimonial."
            },
            "tool": null,
            "subkind": {
              "name": "Testimonial",
              "slug": "testimonial",
              "status": "active",
              "canonId": "019de52c-fc21-71b6-9ac3-8266a64945e8",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "testimonial",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:05.158+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "bcdf3f42-bc51-476f-9b73-1366b5a97154",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "quote",
          "text": "Majority of our efforts are on own network, digital is seen as a secondary driver of reach",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Quote",
              "slug": "quote",
              "status": "active",
              "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a",
              "version": 1,
              "description": "Pull quote or testimonial."
            },
            "tool": {
              "name": "Authority citation",
              "slug": "authority-citation",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-49ae-7557-89ad-3fca70469b45",
              "version": 1,
              "bodyDocId": null,
              "description": "Quoting an authority figure, study, or precedent to lend weight.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-24 12:48:38+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-acb9-741a-834d-9f4cdae0432d",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.04,
            "w": 0.55,
            "x": 0.06,
            "y": 0.91
          },
          "kind": "source-note",
          "text": "1. For 2021 2. Average of 11 countries other than india Source: Media Market & Advertising Overview, 2021 from Magna Global; Industry Expert Interviews; BCG Analysis",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:05.158+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "2b577f1b-3eb0-44d0-ae17-5af7d0bb4717",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.88,
            "x": 0.06,
            "y": 0.06
          },
          "kind": "title",
          "text": "However, Indian media companies are under-indexed on marketing spends and digital capabilities",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:05.158+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "1759d5b4-ad42-4431-917e-6db6445fb431",
          "parentComponentId": null
        }
      ],
      "metrics": [
        {
          "metricRaw": "Share of digital in marketing spends",
          "numberRaw": "28%",
          "numberKind": "percent",
          "actionTitle": "However, Indian media companies are under-indexed on marketing spends and digital capabilities",
          "calloutText": "Urgent need to invest in internal digital capabilities",
          "numberScale": null,
          "numberValue": 28,
          "metricFamily": "cost_savings",
          "numberCurrency": null
        }
      ],
      "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": "019dd95a-14f5-72a3-8b8a-04d288f807ab",
          "evidence": "'However, Indian media companies are under-indexed on marketing spends and digital capabilities'",
          "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": "2026-04-29 13:07:32.858858+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 13,
          "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": "Audience Segmentation",
            "slug": "audience-segmentation",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-8079-7046-8e6b-ecdf1bf15590",
            "version": 1,
            "bodyDocId": null,
            "description": "Grouping audience by attitude toward your message: Champions, Neutrals, Skeptics",
            "familyLabel": null,
            "categoryName": "Block",
            "categorySlug": "block"
          },
          "agent": "Storyteller",
          "layer": "slide",
          "agents": [
            "Storyteller"
          ],
          "matchId": "4ddf7fcf-a59e-4380-9017-e145bffd68c2",
          "evidence": "Even domestically, digital spends lower than other B2C industries",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 21:04:12.804486+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 13,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "Von Restorff Effect",
            "slug": "von-restorff-effect",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-beab-73d8-9f62-30d0332e926e",
            "version": 1,
            "bodyDocId": null,
            "description": "Items that stand out are noticed and remembered - make key points visually distinct",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Designer",
          "layer": "slide",
          "agents": [
            "Designer"
          ],
          "matchId": "019dd95a-14f5-72a3-8b8a-089fb64971d0",
          "evidence": "India flag highlighted in green amongst grey peers on the 2x2",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 65,
          "extraction": {
            "at": "2026-04-29 13:07:32.858858+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 13,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "frameworks": [
        {
          "matchId": "019dd95a-1ca6-71be-9e59-f6a43ee4448b",
          "evidence": "Country scatter with axes 'Marketing spends as % of revenue' x 'Share of digital in marketing'",
          "framework": null,
          "confidence": 85,
          "extraction": {
            "at": "2026-04-29 13:07:34.826634+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 13,
          "frameworkName": "2x2 Matrix"
        },
        {
          "matchId": "7bb430e8-e6a2-4f0b-ae09-c37d0f754377",
          "evidence": "The slide identifies a performance gap (under-indexing) and provides evidence across two dimensions (international benchmarking and cross-industry comparison).",
          "framework": null,
          "confidence": 0.8,
          "extraction": {
            "at": "2026-05-02 19:46:05.158+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 13,
          "frameworkName": "diagnostic-test"
        }
      ],
      "arcBeats": [
        {
          "to": 22,
          "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": 13,
          "name": "Problem & Complication",
          "beatId": "019dd95a-0702-74a3-87e0-193cf5a111bb",
          "matchId": "019dd95a-0543-7581-99ae-e92c92ec9ca6",
          "beatType": {
            "name": "Problem & Complication",
            "slug": "consultants-gambit-problem-complication",
            "status": "active",
            "canonId": "019dd9b8-064a-777f-a374-e9a8c43dedd4",
            "version": 1,
            "description": null
          },
          "evidence": "'Under-indexed on marketing spends and digital capabilities' diagnosis",
          "position": 2,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Complication",
            "slug": "complication",
            "status": "active",
            "canonId": "019dd9b8-0275-7709-b2d6-4f77c3fc7579",
            "version": 1,
            "description": "The point in the narrative where the audience should feel discomfort. Required for argumentative arcs."
          },
          "alignedBlockIds": null,
          "matchConfidence": 88
        },
        {
          "to": 22,
          "arc": {
            "name": "The Triple Take",
            "slug": "triple-take",
            "status": "active",
            "bestFor": "Data-driven presentations, research findings",
            "canonId": "019dd956-6221-73ad-bc12-378f8eb1f018",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "The Facts (What) -> The Implications (So What) -> The Action (Now What)",
            "description": null,
            "familyLabel": null
          },
          "from": 8,
          "name": "The Facts (What)",
          "beatId": "019dd95a-0702-74a3-87e0-2986d735d600",
          "matchId": "019dd95a-0543-7581-99ae-ed37dc697ed1",
          "beatType": {
            "name": "The Facts (What)",
            "slug": "triple-take-the-facts-what",
            "status": "active",
            "canonId": "019dd9b8-092b-754c-8eaa-ede3ffdcb060",
            "version": 1,
            "description": null
          },
          "evidence": "Lights: India market data + consumer behavior facts",
          "position": 1,
          "isPrimaryArc": false,
          "parentBeatType": {
            "name": "Setup",
            "slug": "setup",
            "status": "active",
            "canonId": "019dd9b8-020e-7505-af9b-d9b9a4679bcc",
            "version": 1,
            "description": "Where the deck grounds the reader before doing anything else. Almost every arc opens here."
          },
          "alignedBlockIds": null,
          "matchConfidence": 80
        }
      ],
      "loops": [
        {
          "to": 13,
          "from": 10,
          "loop": {
            "name": "04_tale_two_worlds",
            "slug": "04-tale-two-worlds",
            "status": "active",
            "bestFor": "Competitive analysis, benchmarking, case for change",
            "canonId": "019dd956-674f-750b-b15d-f082e2717f4e",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "Current State -> Desired State / Benchmark -> The Gap & Implication",
            "description": "Show the gap between two states to drive urgency or highlight opportunity",
            "familyLabel": null
          },
          "matchId": "019dd95a-088b-72c8-b7e7-36c0961f7ac8",
          "evidence": "India OTT subs growing 3-4x US/China (p.10), then India placed below 11-country average on 2x2 (p.13)",
          "position": 1,
          "objective": "Contrast India's growth opportunity with under-indexed local media",
          "confidence": 85,
          "extraction": {
            "at": "2026-04-29 13:07:29.689431+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          }
        }
      ],
      "locked": true
    },
    {
      "page": 14,
      "type": "setup",
      "title": "The slide uses a mix of big numbers and a qualitative 'Discovery' framework column.",
      "function": "decompose_segments",
      "rawType": "segmentation",
      "block": null,
      "metadata": {
        "slideType": "segmentation",
        "slideTypeCanon": {
          "name": "Segmentation",
          "slug": "segmentation",
          "status": "active",
          "canonId": "019de52d-0917-75d5-9172-1b3b3c2f6400",
          "version": 1,
          "description": null
        },
        "function": "decompose_segments",
        "functionCanon": {
          "name": "Decompose segments",
          "slug": "decompose_segments",
          "status": "active",
          "canonId": "019de52d-14f1-74f8-be75-beb0be1135ec",
          "version": 1,
          "description": null
        },
        "density": "overcrowded",
        "densityScore": 84,
        "componentCount": 12,
        "textChars": 720,
        "nDataPoints": 12,
        "notes": "The slide uses a mix of big numbers and a qualitative 'Discovery' framework column.",
        "elementsJson": [
          "big_number",
          "data_table",
          "infographic",
          "quote_block",
          "footnote"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:46:03.051+00",
          "seconds": 3.337,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-7e1c9fe1bc87/14",
        "deck": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87#slide-14",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.7,
            "w": 0.33,
            "x": 0.63,
            "y": 0.18
          },
          "kind": "callout",
          "text": "DISCOVERY: Consumer lens, Business objectives, Consumer voice",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": null,
            "subkind": {
              "name": "Primary callout",
              "slug": "primary",
              "status": "active",
              "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:03.051+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "797bba9c-d4ca-42d0-b3fc-d9315200dd9b",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "callout",
          "text": "Top 10 trending are a great way to discover good content pieces.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-24 12:48:38+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-acb9-741a-834d-c94759c6ef89",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.25,
            "x": 0.32,
            "y": 0.65
          },
          "kind": "list",
          "text": "Digital maturity: 44% High, 56% Low to moderate",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:03.051+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "6cab86c7-7ea7-457c-bef7-28c6464b13ef",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.12,
            "w": 0.25,
            "x": 0.05,
            "y": 0.45
          },
          "kind": "metric",
          "text": "57% < 35 yrs, 43% > 35 yrs",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": null,
            "subkind": {
              "name": "Big number",
              "slug": "big-number",
              "status": "active",
              "canonId": "019de52c-fc70-70c8-b965-0584548a9204",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "big-number",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:03.051+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "1b8e3bc3-df79-4997-8de1-59d89ff635ae",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.12,
            "w": 0.25,
            "x": 0.05,
            "y": 0.25
          },
          "kind": "metric",
          "text": "53% Male, 47% Female",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": null,
            "subkind": {
              "name": "Big number",
              "slug": "big-number",
              "status": "active",
              "canonId": "019de52c-fc70-70c8-b965-0584548a9204",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "big-number",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:03.051+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "595233d4-e1d9-4734-99cd-4ce4a95a4f6c",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.12,
            "w": 0.25,
            "x": 0.32,
            "y": 0.25
          },
          "kind": "metric",
          "text": "45% < 10 lacs, 55% > 10 lacs",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": null,
            "subkind": {
              "name": "Big number",
              "slug": "big-number",
              "status": "active",
              "canonId": "019de52c-fc70-70c8-b965-0584548a9204",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "big-number",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:03.051+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "66c9a722-7d5c-48fe-8219-c4138284d668",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.12,
            "w": 0.25,
            "x": 0.32,
            "y": 0.45
          },
          "kind": "metric",
          "text": "53% Large town, 47% Small town",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": null,
            "subkind": {
              "name": "Big number",
              "slug": "big-number",
              "status": "active",
              "canonId": "019de52c-fc70-70c8-b965-0584548a9204",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "big-number",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:03.051+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "6ad923bc-d448-4ad6-8c92-a3129eba9591",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "Consumer demographic distribution: 53%",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-24 12:48:38+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-acb9-741a-834d-d17b21eed35d",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "quote",
          "text": "Top 10 trending are a great way to discover good content pieces. I came across a meme from a recent release and decided to watch its trailer.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Quote",
              "slug": "quote",
              "status": "active",
              "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a",
              "version": 1,
              "description": "Pull quote or testimonial."
            },
            "tool": {
              "name": "Authority citation",
              "slug": "authority-citation",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-49ae-7557-89ad-3fca70469b45",
              "version": 1,
              "bodyDocId": null,
              "description": "Quoting an authority figure, study, or precedent to lend weight.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-24 12:48:38+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-acb9-741a-834d-ccae83e7303e",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.45,
            "x": 0.048,
            "y": 0.9
          },
          "kind": "source-note",
          "text": "1. Per annum 2. Large towns - metros and tier-1 cities and small town - tier 2 and 3 cities. Source: BCG Consumer Content Consumption Survey, October 2022, N = 2,615",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:03.051+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "c4cc87b9-32cd-41bc-a167-e5c3c9a4741c",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.25,
            "x": 0.05,
            "y": 0.65
          },
          "kind": "table",
          "text": "Language breakdown: Hindi 57%, Regional 41%, English 2%",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Table",
              "slug": "table",
              "status": "active",
              "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28",
              "version": 1,
              "description": "Tabular data layout."
            },
            "tool": null,
            "subkind": {
              "name": "Data table",
              "slug": "data",
              "status": "active",
              "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "data",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:03.051+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "3961c984-5072-483c-978d-8f078f391eca",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.45,
            "x": 0.048,
            "y": 0.065
          },
          "kind": "title",
          "text": "We looked at consumers across demographics...",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:03.051+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "2c0bbb58-4dfa-4d57-a4e8-52c1cb189121",
          "parentComponentId": null
        }
      ],
      "metrics": [
        {
          "metricRaw": "Consumer demographic distribution",
          "numberRaw": "53%",
          "numberKind": "percent",
          "actionTitle": null,
          "calloutText": "Top 10 trending are a great way to discover good content pieces.",
          "numberScale": null,
          "numberValue": 53,
          "metricFamily": "other",
          "numberCurrency": null
        }
      ],
      "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": "019dd95a-14f5-72a3-8b8a-0d58980e0324",
          "evidence": "Demographic split frames the analytical lens",
          "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": 75,
          "extraction": {
            "at": "2026-04-29 13:07:32.858858+00",
            "model": "claude-legacy",
            "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": "Audience Persona",
            "slug": "audience-persona",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-7fe3-74e9-88b8-be0bea34f219",
            "version": 1,
            "bodyDocId": null,
            "description": "Detailed fictional profile of typical audience member including goals, frustrations, and context",
            "familyLabel": null,
            "categoryName": "Block",
            "categorySlug": "block"
          },
          "agent": "Storyteller",
          "layer": "slide",
          "agents": [
            "Storyteller"
          ],
          "matchId": "cca51a84-b2c7-43c9-894f-8aa081902a60",
          "evidence": "Consumer demographic distribution: 53%",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 21:04:12.86542+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 14,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "frameworks": [
        {
          "matchId": "a147b80d-b835-4e9a-accf-3c2ef5c002bf",
          "evidence": "Demographic breakdown of consumer base",
          "framework": null,
          "confidence": 1,
          "extraction": {
            "at": "2026-05-02 19:46:03.051+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 14,
          "frameworkName": "audience-segmentation"
        }
      ],
      "arcBeats": [
        {
          "to": 22,
          "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": 13,
          "name": "Problem & Complication",
          "beatId": "019dd95a-0702-74a3-87e0-193cf5a111bb",
          "matchId": "019dd95a-0543-7581-99ae-e92c92ec9ca6",
          "beatType": {
            "name": "Problem & Complication",
            "slug": "consultants-gambit-problem-complication",
            "status": "active",
            "canonId": "019dd9b8-064a-777f-a374-e9a8c43dedd4",
            "version": 1,
            "description": null
          },
          "evidence": "'Under-indexed on marketing spends and digital capabilities' diagnosis",
          "position": 2,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Complication",
            "slug": "complication",
            "status": "active",
            "canonId": "019dd9b8-0275-7709-b2d6-4f77c3fc7579",
            "version": 1,
            "description": "The point in the narrative where the audience should feel discomfort. Required for argumentative arcs."
          },
          "alignedBlockIds": null,
          "matchConfidence": 88
        },
        {
          "to": 22,
          "arc": {
            "name": "The Triple Take",
            "slug": "triple-take",
            "status": "active",
            "bestFor": "Data-driven presentations, research findings",
            "canonId": "019dd956-6221-73ad-bc12-378f8eb1f018",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "The Facts (What) -> The Implications (So What) -> The Action (Now What)",
            "description": null,
            "familyLabel": null
          },
          "from": 8,
          "name": "The Facts (What)",
          "beatId": "019dd95a-0702-74a3-87e0-2986d735d600",
          "matchId": "019dd95a-0543-7581-99ae-ed37dc697ed1",
          "beatType": {
            "name": "The Facts (What)",
            "slug": "triple-take-the-facts-what",
            "status": "active",
            "canonId": "019dd9b8-092b-754c-8eaa-ede3ffdcb060",
            "version": 1,
            "description": null
          },
          "evidence": "Lights: India market data + consumer behavior facts",
          "position": 1,
          "isPrimaryArc": false,
          "parentBeatType": {
            "name": "Setup",
            "slug": "setup",
            "status": "active",
            "canonId": "019dd9b8-020e-7505-af9b-d9b9a4679bcc",
            "version": 1,
            "description": "Where the deck grounds the reader before doing anything else. Almost every arc opens here."
          },
          "alignedBlockIds": null,
          "matchConfidence": 80
        }
      ],
      "loops": [
        {
          "to": 15,
          "from": 14,
          "loop": {
            "name": "14_day_in_life",
            "slug": "14-day-in-life",
            "status": "active",
            "bestFor": "Product demos, UX reviews, investor pitches focusing on pain points",
            "canonId": "019dd956-6b65-707f-9b14-89beaaab81fa",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The User's Struggle -> The Intervention (Your Solution) -> The Resolved State",
            "description": "Humanize abstract data by walking through a single user's struggle and resolution",
            "familyLabel": null
          },
          "matchId": "019dd95a-088b-72c8-b7e7-3be9c24766b7",
          "evidence": "'Looked at consumers across demographics... to understand their content consumption journey' (pp.14-15)",
          "position": 2,
          "objective": "Frame the consumer's content-consumption journey",
          "confidence": 70,
          "extraction": {
            "at": "2026-04-29 13:07:29.689431+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          }
        }
      ],
      "locked": true
    },
    {
      "page": 15,
      "type": "setup",
      "title": "The slide uses a two-column layout to contrast the 'Interest' and 'Engagement' phases of the content consumption journey.",
      "function": "present_framework",
      "rawType": "customer_journey",
      "block": null,
      "metadata": {
        "slideType": "customer_journey",
        "slideTypeCanon": {
          "name": "Customer journey",
          "slug": "customer_journey",
          "status": "active",
          "canonId": "019de52d-0966-70ce-afe3-bc7c98ffc8c9",
          "version": 1,
          "description": null
        },
        "function": "present_framework",
        "functionCanon": {
          "name": "Present framework",
          "slug": "present_framework",
          "status": "active",
          "canonId": "019de52d-1403-7667-9100-d2ac6709f750",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 72,
        "componentCount": 8,
        "textChars": 986,
        "nDataPoints": 0,
        "notes": "The slide uses a two-column layout to contrast the 'Interest' and 'Engagement' phases of the content consumption journey.",
        "elementsJson": [
          "headline_text",
          "bullet_list",
          "quote_block",
          "photo"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:46:03.455+00",
          "seconds": 3.717,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-7e1c9fe1bc87/15",
        "deck": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87#slide-15",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.05,
            "w": 0.45,
            "x": 0.05,
            "y": 0.188
          },
          "kind": "framework",
          "text": "INTEREST",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Framework",
              "slug": "framework",
              "status": "active",
              "canonId": "019de52c-fa18-77c6-b10a-ccb8277ac0fa",
              "version": 1,
              "description": "Named conceptual framework instance."
            },
            "tool": null,
            "subkind": {
              "name": "Framework instance",
              "slug": "instance",
              "status": "active",
              "canonId": "019de52d-05a2-72af-be0b-7edc60708a03",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "instance",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:03.455+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "15517718-d97a-415e-81c5-ea73026561f5",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.45,
            "x": 0.5,
            "y": 0.188
          },
          "kind": "framework",
          "text": "ENGAGEMENT",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Framework",
              "slug": "framework",
              "status": "active",
              "canonId": "019de52c-fa18-77c6-b10a-ccb8277ac0fa",
              "version": 1,
              "description": "Named conceptual framework instance."
            },
            "tool": null,
            "subkind": {
              "name": "Framework instance",
              "slug": "instance",
              "status": "active",
              "canonId": "019de52d-05a2-72af-be0b-7edc60708a03",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "instance",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:03.455+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "3036f473-744c-4653-9d6a-52b496e4e66d",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.4,
            "x": 0.52,
            "y": 0.28
          },
          "kind": "list",
          "text": "Actively following the content episode after episode, season after season (incl. catchup)\nSharing of related info (view, feedback, recommendation) while consuming the content\nInvolved with the content beyond watching it (fandom, discussions on characters / plot etc.)",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:03.455+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "41f1046c-f612-4043-b557-12362dd943c8",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.1,
            "w": 0.35,
            "x": 0.07,
            "y": 0.28
          },
          "kind": "list",
          "text": "Gathering information actively to make a conscious decision to watch/not watch a piece of content",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:03.455+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "70f90b7c-45a4-4b96-868f-3c496e87403b",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.4,
            "x": 0.52,
            "y": 0.69
          },
          "kind": "quote",
          "text": "\"Whenever I am watching something, I usually take a picture of my laptop screen and post it online\"\n\"I follow official handles of my favorite celebs; at times they have shared my posts on their handles as well\"\n\"I usually watch sports highlights on my phone when I am having a meal\"",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Quote",
              "slug": "quote",
              "status": "active",
              "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a",
              "version": 1,
              "description": "Pull quote or testimonial."
            },
            "tool": null,
            "subkind": {
              "name": "Testimonial",
              "slug": "testimonial",
              "status": "active",
              "canonId": "019de52c-fc21-71b6-9ac3-8266a64945e8",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "testimonial",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:03.455+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "9b367b66-1c0c-472e-9323-5953bea0e69b",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.35,
            "x": 0.07,
            "y": 0.69
          },
          "kind": "quote",
          "text": "\"We have a group where we review and discuss new shows and movies\"\n\"I search for information about the content online and check out reviews by influencers\"",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Quote",
              "slug": "quote",
              "status": "active",
              "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a",
              "version": 1,
              "description": "Pull quote or testimonial."
            },
            "tool": null,
            "subkind": {
              "name": "Testimonial",
              "slug": "testimonial",
              "status": "active",
              "canonId": "019de52c-fc21-71b6-9ac3-8266a64945e8",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "testimonial",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:03.455+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "d72f4fb0-dec3-4244-9a12-40467fae0795",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "quote",
          "text": "Whenever I am watching something, I usually take a picture of my laptop screen and post it online",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Quote",
              "slug": "quote",
              "status": "active",
              "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a",
              "version": 1,
              "description": "Pull quote or testimonial."
            },
            "tool": {
              "name": "Authority citation",
              "slug": "authority-citation",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-49ae-7557-89ad-3fca70469b45",
              "version": 1,
              "bodyDocId": null,
              "description": "Quoting an authority figure, study, or precedent to lend weight.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-24 12:48:38+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-acb9-741a-834d-ef0d75f02e1e",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.9,
            "x": 0.05,
            "y": 0.05
          },
          "kind": "title",
          "text": "...to understand their content consumption journey and the key drivers",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:03.455+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "9a7fede4-d79d-445d-984d-691f256daba7",
          "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": "019dd95a-14f5-72a3-8b8a-1328f16e6d00",
          "evidence": "States the journey-decomposition objective",
          "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": 70,
          "extraction": {
            "at": "2026-04-29 13:07:32.858858+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 15,
          "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": "Customer journey map",
            "slug": "customer-journey-map",
            "status": "active",
            "bestFor": null,
            "canonId": "019de52d-1b26-7499-98c8-1091acc836be",
            "version": 1,
            "bodyDocId": null,
            "description": null,
            "familyLabel": null,
            "categoryName": null,
            "categorySlug": null
          },
          "agent": null,
          "layer": "slide",
          "agents": null,
          "matchId": "87b98f36-1a0c-4552-aa7e-ba13bf8f3782",
          "evidence": "Actively following the content episode after episode, season after season (incl. catchup)",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 21:04:12.926213+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 15,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "frameworks": [
        {
          "matchId": "b7b53d71-adaf-4403-83d0-8ca3adb35533",
          "evidence": "The slide explicitly maps stages of content consumption (Interest, Engagement) and associated behaviors.",
          "framework": null,
          "confidence": 1,
          "extraction": {
            "at": "2026-05-02 19:46:03.455+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 15,
          "frameworkName": "customer-journey-map"
        }
      ],
      "arcBeats": [
        {
          "to": 22,
          "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": 13,
          "name": "Problem & Complication",
          "beatId": "019dd95a-0702-74a3-87e0-193cf5a111bb",
          "matchId": "019dd95a-0543-7581-99ae-e92c92ec9ca6",
          "beatType": {
            "name": "Problem & Complication",
            "slug": "consultants-gambit-problem-complication",
            "status": "active",
            "canonId": "019dd9b8-064a-777f-a374-e9a8c43dedd4",
            "version": 1,
            "description": null
          },
          "evidence": "'Under-indexed on marketing spends and digital capabilities' diagnosis",
          "position": 2,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Complication",
            "slug": "complication",
            "status": "active",
            "canonId": "019dd9b8-0275-7709-b2d6-4f77c3fc7579",
            "version": 1,
            "description": "The point in the narrative where the audience should feel discomfort. Required for argumentative arcs."
          },
          "alignedBlockIds": null,
          "matchConfidence": 88
        },
        {
          "to": 22,
          "arc": {
            "name": "The Triple Take",
            "slug": "triple-take",
            "status": "active",
            "bestFor": "Data-driven presentations, research findings",
            "canonId": "019dd956-6221-73ad-bc12-378f8eb1f018",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "The Facts (What) -> The Implications (So What) -> The Action (Now What)",
            "description": null,
            "familyLabel": null
          },
          "from": 8,
          "name": "The Facts (What)",
          "beatId": "019dd95a-0702-74a3-87e0-2986d735d600",
          "matchId": "019dd95a-0543-7581-99ae-ed37dc697ed1",
          "beatType": {
            "name": "The Facts (What)",
            "slug": "triple-take-the-facts-what",
            "status": "active",
            "canonId": "019dd9b8-092b-754c-8eaa-ede3ffdcb060",
            "version": 1,
            "description": null
          },
          "evidence": "Lights: India market data + consumer behavior facts",
          "position": 1,
          "isPrimaryArc": false,
          "parentBeatType": {
            "name": "Setup",
            "slug": "setup",
            "status": "active",
            "canonId": "019dd9b8-020e-7505-af9b-d9b9a4679bcc",
            "version": 1,
            "description": "Where the deck grounds the reader before doing anything else. Almost every arc opens here."
          },
          "alignedBlockIds": null,
          "matchConfidence": 80
        }
      ],
      "loops": [
        {
          "to": 15,
          "from": 14,
          "loop": {
            "name": "14_day_in_life",
            "slug": "14-day-in-life",
            "status": "active",
            "bestFor": "Product demos, UX reviews, investor pitches focusing on pain points",
            "canonId": "019dd956-6b65-707f-9b14-89beaaab81fa",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The User's Struggle -> The Intervention (Your Solution) -> The Resolved State",
            "description": "Humanize abstract data by walking through a single user's struggle and resolution",
            "familyLabel": null
          },
          "matchId": "019dd95a-088b-72c8-b7e7-3be9c24766b7",
          "evidence": "'Looked at consumers across demographics... to understand their content consumption journey' (pp.14-15)",
          "position": 2,
          "objective": "Frame the consumer's content-consumption journey",
          "confidence": 70,
          "extraction": {
            "at": "2026-04-29 13:07:29.689431+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          }
        }
      ],
      "locked": true
    },
    {
      "page": 16,
      "type": "tension",
      "function": "frame_problem",
      "rawType": "problem_statement",
      "block": null,
      "metadata": {
        "slideType": "problem_statement",
        "slideTypeCanon": {
          "name": "Problem statement",
          "slug": "problem_statement",
          "status": "active",
          "canonId": "019de52d-0879-768d-bba8-8da8a5a121d4",
          "version": 1,
          "description": null
        },
        "function": "frame_problem",
        "functionCanon": {
          "name": "Frame problem",
          "slug": "frame_problem",
          "status": "active",
          "canonId": "019de52d-13db-753e-ad70-e9b2d0dab398",
          "version": 1,
          "description": null
        },
        "density": "sparse",
        "densityScore": 8,
        "componentCount": 3,
        "textChars": 106,
        "nDataPoints": 0,
        "notes": null,
        "elementsJson": [
          "icon_grid"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:46:02.053+00",
          "seconds": 2.101,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-7e1c9fe1bc87/16",
        "deck": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87#slide-16",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.165,
            "w": 0.148,
            "x": 0.047,
            "y": 0.325
          },
          "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": null,
            "framework": null
          },
          "subkind": "iconography",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:02.053+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "17a3efd8-6ed6-48dc-96d5-c0e067fbf664",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.11,
            "w": 0.916,
            "x": 0.047,
            "y": 0.565
          },
          "kind": "title",
          "text": "How media companies can catalyze growth through digital...",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Action title",
              "slug": "action-title",
              "status": "active",
              "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "action-title",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:02.053+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "4b4e6219-6155-4616-a97f-1f1aac2614c2",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.04,
            "w": 0.916,
            "x": 0.047,
            "y": 0.505
          },
          "kind": "title",
          "text": "CORE OBJECTIVE OF THE STUDY WAS TO UNDERSTAND...",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:02.053+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "0e10edaf-51e9-41ef-9b3d-4879ae3e2475",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "Problem Statement Canvas",
            "slug": "problem-statement-canvas",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-839d-744b-ad11-9bf3e3642a18",
            "version": 1,
            "bodyDocId": null,
            "description": "Structured definition of the problem: What? Who? Where? When? Scale?",
            "familyLabel": null,
            "categoryName": "Block",
            "categorySlug": "block"
          },
          "agent": "Architect",
          "layer": "slide",
          "agents": [
            "Architect"
          ],
          "matchId": "dfdded33-2ad0-4063-85c3-af6b8bee0b59",
          "evidence": "CORE OBJECTIVE OF THE STUDY WAS TO UNDERSTAND...",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 21:04:12.988059+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": 22,
          "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": 13,
          "name": "Problem & Complication",
          "beatId": "019dd95a-0702-74a3-87e0-193cf5a111bb",
          "matchId": "019dd95a-0543-7581-99ae-e92c92ec9ca6",
          "beatType": {
            "name": "Problem & Complication",
            "slug": "consultants-gambit-problem-complication",
            "status": "active",
            "canonId": "019dd9b8-064a-777f-a374-e9a8c43dedd4",
            "version": 1,
            "description": null
          },
          "evidence": "'Under-indexed on marketing spends and digital capabilities' diagnosis",
          "position": 2,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Complication",
            "slug": "complication",
            "status": "active",
            "canonId": "019dd9b8-0275-7709-b2d6-4f77c3fc7579",
            "version": 1,
            "description": "The point in the narrative where the audience should feel discomfort. Required for argumentative arcs."
          },
          "alignedBlockIds": null,
          "matchConfidence": 88
        },
        {
          "to": 22,
          "arc": {
            "name": "The Triple Take",
            "slug": "triple-take",
            "status": "active",
            "bestFor": "Data-driven presentations, research findings",
            "canonId": "019dd956-6221-73ad-bc12-378f8eb1f018",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "The Facts (What) -> The Implications (So What) -> The Action (Now What)",
            "description": null,
            "familyLabel": null
          },
          "from": 8,
          "name": "The Facts (What)",
          "beatId": "019dd95a-0702-74a3-87e0-2986d735d600",
          "matchId": "019dd95a-0543-7581-99ae-ed37dc697ed1",
          "beatType": {
            "name": "The Facts (What)",
            "slug": "triple-take-the-facts-what",
            "status": "active",
            "canonId": "019dd9b8-092b-754c-8eaa-ede3ffdcb060",
            "version": 1,
            "description": null
          },
          "evidence": "Lights: India market data + consumer behavior facts",
          "position": 1,
          "isPrimaryArc": false,
          "parentBeatType": {
            "name": "Setup",
            "slug": "setup",
            "status": "active",
            "canonId": "019dd9b8-020e-7505-af9b-d9b9a4679bcc",
            "version": 1,
            "description": "Where the deck grounds the reader before doing anything else. Almost every arc opens here."
          },
          "alignedBlockIds": null,
          "matchConfidence": 80
        }
      ],
      "loops": [],
      "locked": true
    },
    {
      "page": 17,
      "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": 4,
        "componentCount": 2,
        "textChars": 71,
        "nDataPoints": 0,
        "notes": null,
        "elementsJson": [
          "infographic"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:46:02.206+00",
          "seconds": 2.231,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-7e1c9fe1bc87/17",
        "deck": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87#slide-17",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.63,
            "w": 0.45,
            "x": 0.45,
            "y": 0.29
          },
          "kind": "image",
          "text": null,
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Illustration",
              "slug": "illustration",
              "status": "active",
              "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "illustration",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:02.206+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "3e478d0f-1a14-479e-89e4-7f1caf52a16a",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.49,
            "x": 0.065,
            "y": 0.955
          },
          "kind": "title",
          "text": "LIGHTS: UNDERSTANDING THE POWER OF DIGITAL & EVOLVING CONSUMER BEHAVIOR",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:02.206+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "fb753760-4821-43d8-8037-48f7e26f3f08",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "Section divider",
            "slug": "section-divider",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd9e1-4c66-707d-8d1f-6e14547134c7",
            "version": 1,
            "bodyDocId": null,
            "description": "A transitional slide marking the start of a new section.",
            "familyLabel": null,
            "categoryName": null,
            "categorySlug": null
          },
          "agent": null,
          "layer": "slide",
          "agents": null,
          "matchId": "29378997-5795-41fe-89f6-4dab51ddbd88",
          "evidence": "LIGHTS: UNDERSTANDING THE POWER OF DIGITAL & EVOLVING CONSUMER BEHAVIOR",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-07-16 21:04:13.050152+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 17,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": "common",
          "narrativePurpose": null
        }
      ],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 22,
          "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": 13,
          "name": "Problem & Complication",
          "beatId": "019dd95a-0702-74a3-87e0-193cf5a111bb",
          "matchId": "019dd95a-0543-7581-99ae-e92c92ec9ca6",
          "beatType": {
            "name": "Problem & Complication",
            "slug": "consultants-gambit-problem-complication",
            "status": "active",
            "canonId": "019dd9b8-064a-777f-a374-e9a8c43dedd4",
            "version": 1,
            "description": null
          },
          "evidence": "'Under-indexed on marketing spends and digital capabilities' diagnosis",
          "position": 2,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Complication",
            "slug": "complication",
            "status": "active",
            "canonId": "019dd9b8-0275-7709-b2d6-4f77c3fc7579",
            "version": 1,
            "description": "The point in the narrative where the audience should feel discomfort. Required for argumentative arcs."
          },
          "alignedBlockIds": null,
          "matchConfidence": 88
        },
        {
          "to": 22,
          "arc": {
            "name": "The Triple Take",
            "slug": "triple-take",
            "status": "active",
            "bestFor": "Data-driven presentations, research findings",
            "canonId": "019dd956-6221-73ad-bc12-378f8eb1f018",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "The Facts (What) -> The Implications (So What) -> The Action (Now What)",
            "description": null,
            "familyLabel": null
          },
          "from": 8,
          "name": "The Facts (What)",
          "beatId": "019dd95a-0702-74a3-87e0-2986d735d600",
          "matchId": "019dd95a-0543-7581-99ae-ed37dc697ed1",
          "beatType": {
            "name": "The Facts (What)",
            "slug": "triple-take-the-facts-what",
            "status": "active",
            "canonId": "019dd9b8-092b-754c-8eaa-ede3ffdcb060",
            "version": 1,
            "description": null
          },
          "evidence": "Lights: India market data + consumer behavior facts",
          "position": 1,
          "isPrimaryArc": false,
          "parentBeatType": {
            "name": "Setup",
            "slug": "setup",
            "status": "active",
            "canonId": "019dd9b8-020e-7505-af9b-d9b9a4679bcc",
            "version": 1,
            "description": "Where the deck grounds the reader before doing anything else. Almost every arc opens here."
          },
          "alignedBlockIds": null,
          "matchConfidence": 80
        }
      ],
      "loops": [
        {
          "to": 22,
          "from": 17,
          "loop": {
            "name": "06_zoom_in",
            "slug": "06-zoom-in",
            "status": "active",
            "bestFor": "Technical deep-dives, case studies, detailed analysis",
            "canonId": "019dd956-6846-74db-82be-dff5b058b072",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Big Picture -> Key Area of Focus -> Specific Detail -> Implication",
            "description": "Start broad, then progressively focus on specific details that prove your point",
            "familyLabel": null
          },
          "matchId": "019dd95a-088b-72c8-b7e7-3c2d5bd4e21c",
          "evidence": "Lights section deep dive: cross-vertical, cross-demographic, regional digital influence",
          "position": 3,
          "objective": "Zoom into evolving consumer behavior across cohorts and verticals",
          "confidence": 78,
          "extraction": {
            "at": "2026-04-29 13:07:29.689431+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          }
        }
      ],
      "locked": true
    },
    {
      "page": 18,
      "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": "balanced",
        "densityScore": 49,
        "componentCount": 7,
        "textChars": 428,
        "nDataPoints": 0,
        "notes": null,
        "elementsJson": [
          "headline_text",
          "icon_grid",
          "paragraph"
        ],
        "confidence": 0.95,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:46:03.253+00",
          "seconds": 2.946,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-7e1c9fe1bc87/18",
        "deck": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87#slide-18",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.4,
            "w": 0.25,
            "x": 0.05,
            "y": 0.23
          },
          "kind": "image",
          "text": null,
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Illustration",
              "slug": "illustration",
              "status": "active",
              "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "illustration",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:03.253+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "aef7624e-3580-418d-80b2-71efbef27236",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.4,
            "w": 0.25,
            "x": 0.37,
            "y": 0.23
          },
          "kind": "image",
          "text": null,
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Illustration",
              "slug": "illustration",
              "status": "active",
              "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "illustration",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:03.253+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "b9a21f17-ff1a-49cd-ba98-059e5df683e8",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.4,
            "w": 0.25,
            "x": 0.69,
            "y": 0.23
          },
          "kind": "image",
          "text": null,
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Illustration",
              "slug": "illustration",
              "status": "active",
              "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "illustration",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:03.253+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "ec590129-615c-41c5-9829-d7d9b3ba2c2c",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.25,
            "x": 0.05,
            "y": 0.65
          },
          "kind": "paragraph",
          "text": "High overlap in content consumption across verticals – blurring boundaries in consumers' mind",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:03.253+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "54402038-1559-4aed-8ba8-760952a54f97",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.25,
            "x": 0.69,
            "y": 0.65
          },
          "kind": "paragraph",
          "text": "Similar digital influence for Hindi and Regional content viewers; however, important nuances in the choice of channels and activities within them",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:03.253+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "6bcb1486-b205-48b2-a953-0f813870f5d1",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.2,
            "w": 0.25,
            "x": 0.37,
            "y": 0.65
          },
          "kind": "paragraph",
          "text": "Significant digital influence observed even for cohorts generally considered to be digitally passive (over 35 years, women, small-town residents)",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:03.253+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "faa485f9-2ab3-4f45-bc48-e4f40ee7598d",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.5,
            "x": 0.04,
            "y": 0.06
          },
          "kind": "title",
          "text": "Activations to be designed keeping in mind...",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:03.253+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "595684f4-a547-4fda-8aef-dcfbee90320c",
          "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": "019dd95a-14f5-72a3-8b8a-17c20af2dae1",
          "evidence": "'Activations to be designed keeping in mind...'",
          "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": 70,
          "extraction": {
            "at": "2026-04-29 13:07:32.858858+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 18,
          "whyItWorks": "Solves two failure modes at once. (1) The buried claim: action titles place the conclusion on the page before any analysis is read, so a busy reader doesn't reverse-engineer it from the chart. (2) The spineless deck: because each title is a claim, slides have to ladder up to the governing thought; logical gaps become visible as topic-shaped titles in a sequence that no longer reads as a story.",
          "antipattern": "Topic labels disguised as titles — Volume by quarter, Key findings, Pricing strategy, Margins have been impacted. No verb, or a passive verb with no agent, or a fact (Revenue grew 12%) without the so-what. Also: titles that overreach the chart's evidence, multi-claim X-grew-but-Y-fell welded titles, and mechanical repetition of the same X-drove-Y template across the deck.",
          "cardinality": null,
          "narrativePurpose": "Forces the deck to carry its argument in the title bar so a senior reader can extract the recommendation without opening a single slide; converts a binder of topics into a navigable pyramid where every slide is a node defending the apex."
        }
      ],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 22,
          "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": 13,
          "name": "Problem & Complication",
          "beatId": "019dd95a-0702-74a3-87e0-193cf5a111bb",
          "matchId": "019dd95a-0543-7581-99ae-e92c92ec9ca6",
          "beatType": {
            "name": "Problem & Complication",
            "slug": "consultants-gambit-problem-complication",
            "status": "active",
            "canonId": "019dd9b8-064a-777f-a374-e9a8c43dedd4",
            "version": 1,
            "description": null
          },
          "evidence": "'Under-indexed on marketing spends and digital capabilities' diagnosis",
          "position": 2,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Complication",
            "slug": "complication",
            "status": "active",
            "canonId": "019dd9b8-0275-7709-b2d6-4f77c3fc7579",
            "version": 1,
            "description": "The point in the narrative where the audience should feel discomfort. Required for argumentative arcs."
          },
          "alignedBlockIds": null,
          "matchConfidence": 88
        },
        {
          "to": 22,
          "arc": {
            "name": "The Triple Take",
            "slug": "triple-take",
            "status": "active",
            "bestFor": "Data-driven presentations, research findings",
            "canonId": "019dd956-6221-73ad-bc12-378f8eb1f018",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "The Facts (What) -> The Implications (So What) -> The Action (Now What)",
            "description": null,
            "familyLabel": null
          },
          "from": 8,
          "name": "The Facts (What)",
          "beatId": "019dd95a-0702-74a3-87e0-2986d735d600",
          "matchId": "019dd95a-0543-7581-99ae-ed37dc697ed1",
          "beatType": {
            "name": "The Facts (What)",
            "slug": "triple-take-the-facts-what",
            "status": "active",
            "canonId": "019dd9b8-092b-754c-8eaa-ede3ffdcb060",
            "version": 1,
            "description": null
          },
          "evidence": "Lights: India market data + consumer behavior facts",
          "position": 1,
          "isPrimaryArc": false,
          "parentBeatType": {
            "name": "Setup",
            "slug": "setup",
            "status": "active",
            "canonId": "019dd9b8-020e-7505-af9b-d9b9a4679bcc",
            "version": 1,
            "description": "Where the deck grounds the reader before doing anything else. Almost every arc opens here."
          },
          "alignedBlockIds": null,
          "matchConfidence": 80
        }
      ],
      "loops": [
        {
          "to": 22,
          "from": 17,
          "loop": {
            "name": "06_zoom_in",
            "slug": "06-zoom-in",
            "status": "active",
            "bestFor": "Technical deep-dives, case studies, detailed analysis",
            "canonId": "019dd956-6846-74db-82be-dff5b058b072",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Big Picture -> Key Area of Focus -> Specific Detail -> Implication",
            "description": "Start broad, then progressively focus on specific details that prove your point",
            "familyLabel": null
          },
          "matchId": "019dd95a-088b-72c8-b7e7-3c2d5bd4e21c",
          "evidence": "Lights section deep dive: cross-vertical, cross-demographic, regional digital influence",
          "position": 3,
          "objective": "Zoom into evolving consumer behavior across cohorts and verticals",
          "confidence": 78,
          "extraction": {
            "at": "2026-04-29 13:07:29.689431+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          }
        }
      ],
      "locked": true
    },
    {
      "page": 19,
      "type": "setup",
      "title": "The Venn diagram illustrates multi-platform consumption behavior.",
      "function": "present_solution",
      "rawType": "customer_journey",
      "block": null,
      "metadata": {
        "slideType": "customer_journey",
        "slideTypeCanon": {
          "name": "Customer journey",
          "slug": "customer_journey",
          "status": "active",
          "canonId": "019de52d-0966-70ce-afe3-bc7c98ffc8c9",
          "version": 1,
          "description": null
        },
        "function": "present_solution",
        "functionCanon": {
          "name": "Present solution",
          "slug": "present_solution",
          "status": "active",
          "canonId": "019de52d-15b8-71da-bd23-2b767850cbce",
          "version": 1,
          "description": null
        },
        "density": "overcrowded",
        "densityScore": 77,
        "componentCount": 8,
        "textChars": 945,
        "nDataPoints": 7,
        "notes": "The Venn diagram illustrates multi-platform consumption behavior.",
        "elementsJson": [
          "headline_text",
          "venn_diagram",
          "quote_block",
          "headshot"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:46:03.059+00",
          "seconds": 2.61,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-7e1c9fe1bc87/19",
        "deck": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87#slide-19",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "Content consumption is vertical agnostic for 40%+ respondents... ...rather, consumers' choice of platform to watch content depends on external factors",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-24 12:48:43+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-acb9-741a-834f-95cac3192bfd",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.5,
            "w": 0.4,
            "x": 0.1,
            "y": 0.25
          },
          "kind": "chart",
          "text": "Venn diagram of LTV, OTT, and Movie Studios consumption",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Chart",
              "slug": "chart",
              "status": "active",
              "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8",
              "version": 1,
              "description": "Quantitative chart."
            },
            "tool": null,
            "subkind": {
              "name": "Pie chart",
              "slug": "pie",
              "status": "active",
              "canonId": "019de52c-ffdb-71bb-a800-5c5ab9f1c373",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "pie",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:03.059+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "87580e02-9dbe-42e8-a094-d5c6740e0c0f",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "Share of respondents: 43%",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-24 12:48:43+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-acb9-741a-834f-9daff61eab6f",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.2,
            "w": 0.4,
            "x": 0.55,
            "y": 0.6
          },
          "kind": "quote",
          "text": "I am a sports lover and sports means Cricket and Kabaddi for me... I usually watch them on TV. But, if my family wants to watch something else, I switch to OTT apps on my phone or laptop",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Quote",
              "slug": "quote",
              "status": "active",
              "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a",
              "version": 1,
              "description": "Pull quote or testimonial."
            },
            "tool": null,
            "subkind": {
              "name": "Testimonial",
              "slug": "testimonial",
              "status": "active",
              "canonId": "019de52c-fc21-71b6-9ac3-8266a64945e8",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "testimonial",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:03.059+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "5d7fdf50-08f7-4778-a721-d29f366ce829",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.2,
            "w": 0.4,
            "x": 0.55,
            "y": 0.3
          },
          "kind": "quote",
          "text": "I love watching a particular serial on TV because I like the way the lead acts and dresses... Sometimes, when I miss an episode on TV, I watch it online the next day",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Quote",
              "slug": "quote",
              "status": "active",
              "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a",
              "version": 1,
              "description": "Pull quote or testimonial."
            },
            "tool": null,
            "subkind": {
              "name": "Testimonial",
              "slug": "testimonial",
              "status": "active",
              "canonId": "019de52c-fc21-71b6-9ac3-8266a64945e8",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "testimonial",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:03.059+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "8c8069e4-476d-4c23-98a8-72eb65e6a308",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "quote",
          "text": "I love watching a particular serial on TV because I like the way the lead acts and dresses... Sometimes, when I miss an episode on TV, I watch it online the next day. — Priyanka, Patiala, 34 years",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Quote",
              "slug": "quote",
              "status": "active",
              "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a",
              "version": 1,
              "description": "Pull quote or testimonial."
            },
            "tool": {
              "name": "Authority citation",
              "slug": "authority-citation",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-49ae-7557-89ad-3fca70469b45",
              "version": 1,
              "bodyDocId": null,
              "description": "Quoting an authority figure, study, or precedent to lend weight.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-24 12:48:43+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-acb9-741a-834f-985a4d62761d",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.6,
            "x": 0.06,
            "y": 0.92
          },
          "kind": "source-note",
          "text": "Source: BCG qualitative research, October 2022, N=50; BCG Consumer Content Consumption Survey, October 2022, N = 2,615",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:03.059+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "d941b1b6-2e56-4fef-b617-ac983fad6a86",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.6,
            "x": 0.06,
            "y": 0.06
          },
          "kind": "title",
          "text": "Consumers seamlessly transition across LTV and OTT",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:03.059+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "40cd115e-f17a-4d66-a39f-bb20e4b3c2e9",
          "parentComponentId": null
        }
      ],
      "metrics": [
        {
          "metricRaw": "Share of respondents",
          "numberRaw": "43%",
          "numberKind": "percent",
          "actionTitle": "Consumers seamlessly transition across LTV and OTT",
          "calloutText": "Content consumption is vertical agnostic for 40%+ respondents... ...rather, consumers' choice of platform to watch content depends on external factors",
          "numberScale": null,
          "numberValue": 43,
          "metricFamily": "survey_sentiment",
          "numberCurrency": null
        }
      ],
      "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": "019dd95a-14f5-72a3-8b8a-1859c6e5de52",
          "evidence": "'Consumers seamlessly transition across LTV and OTT'",
          "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": 80,
          "extraction": {
            "at": "2026-04-29 13:07:32.858858+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 19,
          "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": "Customer journey map",
            "slug": "customer-journey-map",
            "status": "active",
            "bestFor": null,
            "canonId": "019de52d-1b26-7499-98c8-1091acc836be",
            "version": 1,
            "bodyDocId": null,
            "description": null,
            "familyLabel": null,
            "categoryName": null,
            "categorySlug": null
          },
          "agent": null,
          "layer": "slide",
          "agents": null,
          "matchId": "fdbd11e8-6017-4682-b927-dc4cbcb49fb1",
          "evidence": "Content consumption is vertical agnostic for 40%+ respondents",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 21:04:13.151995+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 19,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "Unexpected Pattern",
            "slug": "unexpected-pattern",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-bc0f-71af-8d32-3c1a2da38c40",
            "version": 1,
            "bodyDocId": null,
            "description": "Breaking a pattern to create surprise and attention",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Storyteller",
          "layer": "slide",
          "agents": [
            "Storyteller"
          ],
          "matchId": "019dd95a-14f5-72a3-8b8a-1dfa47efbbc3",
          "evidence": "Callout 'content consumption is vertical agnostic for 40%+' counters siloed industry view",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 65,
          "extraction": {
            "at": "2026-04-29 13:07:32.858858+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 19,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "frameworks": [
        {
          "matchId": "2473c734-7e09-4739-b345-631a73029461",
          "evidence": "Illustrates consumer behavior across different platforms",
          "framework": null,
          "confidence": 0.8,
          "extraction": {
            "at": "2026-05-02 19:46:03.059+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 19,
          "frameworkName": "customer-journey-map"
        }
      ],
      "arcBeats": [
        {
          "to": 22,
          "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": 13,
          "name": "Problem & Complication",
          "beatId": "019dd95a-0702-74a3-87e0-193cf5a111bb",
          "matchId": "019dd95a-0543-7581-99ae-e92c92ec9ca6",
          "beatType": {
            "name": "Problem & Complication",
            "slug": "consultants-gambit-problem-complication",
            "status": "active",
            "canonId": "019dd9b8-064a-777f-a374-e9a8c43dedd4",
            "version": 1,
            "description": null
          },
          "evidence": "'Under-indexed on marketing spends and digital capabilities' diagnosis",
          "position": 2,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Complication",
            "slug": "complication",
            "status": "active",
            "canonId": "019dd9b8-0275-7709-b2d6-4f77c3fc7579",
            "version": 1,
            "description": "The point in the narrative where the audience should feel discomfort. Required for argumentative arcs."
          },
          "alignedBlockIds": null,
          "matchConfidence": 88
        },
        {
          "to": 22,
          "arc": {
            "name": "The Triple Take",
            "slug": "triple-take",
            "status": "active",
            "bestFor": "Data-driven presentations, research findings",
            "canonId": "019dd956-6221-73ad-bc12-378f8eb1f018",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "The Facts (What) -> The Implications (So What) -> The Action (Now What)",
            "description": null,
            "familyLabel": null
          },
          "from": 8,
          "name": "The Facts (What)",
          "beatId": "019dd95a-0702-74a3-87e0-2986d735d600",
          "matchId": "019dd95a-0543-7581-99ae-ed37dc697ed1",
          "beatType": {
            "name": "The Facts (What)",
            "slug": "triple-take-the-facts-what",
            "status": "active",
            "canonId": "019dd9b8-092b-754c-8eaa-ede3ffdcb060",
            "version": 1,
            "description": null
          },
          "evidence": "Lights: India market data + consumer behavior facts",
          "position": 1,
          "isPrimaryArc": false,
          "parentBeatType": {
            "name": "Setup",
            "slug": "setup",
            "status": "active",
            "canonId": "019dd9b8-020e-7505-af9b-d9b9a4679bcc",
            "version": 1,
            "description": "Where the deck grounds the reader before doing anything else. Almost every arc opens here."
          },
          "alignedBlockIds": null,
          "matchConfidence": 80
        }
      ],
      "loops": [
        {
          "to": 22,
          "from": 17,
          "loop": {
            "name": "06_zoom_in",
            "slug": "06-zoom-in",
            "status": "active",
            "bestFor": "Technical deep-dives, case studies, detailed analysis",
            "canonId": "019dd956-6846-74db-82be-dff5b058b072",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Big Picture -> Key Area of Focus -> Specific Detail -> Implication",
            "description": "Start broad, then progressively focus on specific details that prove your point",
            "familyLabel": null
          },
          "matchId": "019dd95a-088b-72c8-b7e7-3c2d5bd4e21c",
          "evidence": "Lights section deep dive: cross-vertical, cross-demographic, regional digital influence",
          "position": 3,
          "objective": "Zoom into evolving consumer behavior across cohorts and verticals",
          "confidence": 78,
          "extraction": {
            "at": "2026-04-29 13:07:29.689431+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          }
        }
      ],
      "locked": true
    },
    {
      "page": 20,
      "type": "analysis",
      "title": "The slide uses a heatmap to demonstrate that digital influence is widespread across all demographic groups, challenging traditional assumptions.",
      "function": "analyze_data",
      "rawType": "data_table",
      "block": null,
      "metadata": {
        "slideType": "data_table",
        "slideTypeCanon": {
          "name": "Data table",
          "slug": "data_table",
          "status": "active",
          "canonId": "019de52d-0bbd-71b9-9918-417f904abbf8",
          "version": 1,
          "description": null
        },
        "function": "analyze_data",
        "functionCanon": {
          "name": "Analyze data",
          "slug": "analyze_data",
          "status": "active",
          "canonId": "019de52d-1590-7413-8c82-cc218cff40b4",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 61,
        "componentCount": 6,
        "textChars": 729,
        "nDataPoints": 48,
        "notes": "The slide uses a heatmap to demonstrate that digital influence is widespread across all demographic groups, challenging traditional assumptions.",
        "elementsJson": [
          "headline_text",
          "data_table",
          "callout_box"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:46:06.236+00",
          "seconds": 5.63,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-7e1c9fe1bc87/20",
        "deck": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87#slide-20",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.08,
            "w": 0.8,
            "x": 0.1,
            "y": 0.8
          },
          "kind": "callout",
          "text": "Digital efforts should be planned to target audiences across demographics",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": null,
            "subkind": {
              "name": "Primary callout",
              "slug": "primary",
              "status": "active",
              "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:06.236+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "4d802146-18d8-4816-9dad-e87e3976200a",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "Percentage of respondents digitally influenced: 81%",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-24 12:48:43+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-acb9-741a-8350-44a891b31688",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.9,
            "x": 0.05,
            "y": 0.9
          },
          "kind": "source-note",
          "text": "1. Includes digital influence in the \"pre-watching\" stage of media content journey (i.e., discovery and interest) 2. Includes digital influence in the \"post-watching\" stage of media content journey (i.e., engagement) Source: BCG Consumer Content Consumption Survey, October 2022, N = 2,615",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:06.236+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "03983314-a8d8-40a0-9c32-832406b1fad2",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.5,
            "w": 0.8,
            "x": 0.1,
            "y": 0.3
          },
          "kind": "table",
          "text": "Heatmap table showing % respondents influenced by Age, Gender, Income, City-tier across Pre/Post watching stages",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Table",
              "slug": "table",
              "status": "active",
              "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28",
              "version": 1,
              "description": "Tabular data layout."
            },
            "tool": null,
            "subkind": {
              "name": "Data table",
              "slug": "data",
              "status": "active",
              "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "data",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:06.236+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "506aba61-130b-4951-bc53-1e84e6ce664c",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.6,
            "x": 0.2,
            "y": 0.18
          },
          "kind": "title",
          "text": "Digital influence and interaction is age, gender, income & city-tier agnostic",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Action title",
              "slug": "action-title",
              "status": "active",
              "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "action-title",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:06.236+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "5c689d78-5505-4a76-950d-1391a877fc7f",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.1,
            "w": 0.9,
            "x": 0.05,
            "y": 0.05
          },
          "kind": "title",
          "text": "Contrary to industry belief, even cohorts like over-35 years, women and small-town residents have significant digital influence",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:06.236+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "90f67f17-184c-4962-8937-369129aaa0bc",
          "parentComponentId": null
        }
      ],
      "metrics": [
        {
          "metricRaw": "Percentage of respondents digitally influenced",
          "numberRaw": "81%",
          "numberKind": "percent",
          "actionTitle": "Contrary to industry belief, even cohorts like over-35 years, women and small-town residents have significant digital influence",
          "calloutText": "Digital efforts should be planned to target audiences across demographics",
          "numberScale": null,
          "numberValue": 81,
          "metricFamily": "survey_sentiment",
          "numberCurrency": null
        }
      ],
      "tools": [
        {
          "tool": {
            "name": "2x2 matrix",
            "slug": "matrix-2x2",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd9e1-50ab-72d1-8afb-3ab0a38e32a8",
            "version": 1,
            "bodyDocId": null,
            "description": "BCG matrix, importance/urgency, any axes-and-quadrants frame.",
            "familyLabel": null,
            "categoryName": null,
            "categorySlug": null
          },
          "agent": null,
          "layer": "slide",
          "agents": null,
          "matchId": "56e30896-548b-47cc-9737-552f347ff566",
          "evidence": "Heatmap table showing % respondents influenced by Age, Gender, Income, City-tier across Pre/Post watching stages",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.5,
          "extraction": {
            "at": "2026-07-16 21:04:13.216069+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 20,
          "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": "019dd95a-14f5-72a3-8b8a-23ff54c89eb0",
          "evidence": "'Contrary to industry belief, even cohorts like over-35, women and small-town residents have significant digital influence'",
          "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": 88,
          "extraction": {
            "at": "2026-04-29 13:07:32.858858+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 20,
          "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": "Unexpected Pattern",
            "slug": "unexpected-pattern",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-bc0f-71af-8d32-3c1a2da38c40",
            "version": 1,
            "bodyDocId": null,
            "description": "Breaking a pattern to create surprise and attention",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Storyteller",
          "layer": "slide",
          "agents": [
            "Storyteller"
          ],
          "matchId": "019dd95a-14f5-72a3-8b8a-24c4049873b7",
          "evidence": "Data overturns assumed cohort behavior",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 80,
          "extraction": {
            "at": "2026-04-29 13:07:32.858858+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 20,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 22,
          "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": 13,
          "name": "Problem & Complication",
          "beatId": "019dd95a-0702-74a3-87e0-193cf5a111bb",
          "matchId": "019dd95a-0543-7581-99ae-e92c92ec9ca6",
          "beatType": {
            "name": "Problem & Complication",
            "slug": "consultants-gambit-problem-complication",
            "status": "active",
            "canonId": "019dd9b8-064a-777f-a374-e9a8c43dedd4",
            "version": 1,
            "description": null
          },
          "evidence": "'Under-indexed on marketing spends and digital capabilities' diagnosis",
          "position": 2,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Complication",
            "slug": "complication",
            "status": "active",
            "canonId": "019dd9b8-0275-7709-b2d6-4f77c3fc7579",
            "version": 1,
            "description": "The point in the narrative where the audience should feel discomfort. Required for argumentative arcs."
          },
          "alignedBlockIds": null,
          "matchConfidence": 88
        },
        {
          "to": 22,
          "arc": {
            "name": "The Triple Take",
            "slug": "triple-take",
            "status": "active",
            "bestFor": "Data-driven presentations, research findings",
            "canonId": "019dd956-6221-73ad-bc12-378f8eb1f018",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "The Facts (What) -> The Implications (So What) -> The Action (Now What)",
            "description": null,
            "familyLabel": null
          },
          "from": 8,
          "name": "The Facts (What)",
          "beatId": "019dd95a-0702-74a3-87e0-2986d735d600",
          "matchId": "019dd95a-0543-7581-99ae-ed37dc697ed1",
          "beatType": {
            "name": "The Facts (What)",
            "slug": "triple-take-the-facts-what",
            "status": "active",
            "canonId": "019dd9b8-092b-754c-8eaa-ede3ffdcb060",
            "version": 1,
            "description": null
          },
          "evidence": "Lights: India market data + consumer behavior facts",
          "position": 1,
          "isPrimaryArc": false,
          "parentBeatType": {
            "name": "Setup",
            "slug": "setup",
            "status": "active",
            "canonId": "019dd9b8-020e-7505-af9b-d9b9a4679bcc",
            "version": 1,
            "description": "Where the deck grounds the reader before doing anything else. Almost every arc opens here."
          },
          "alignedBlockIds": null,
          "matchConfidence": 80
        }
      ],
      "loops": [
        {
          "to": 22,
          "from": 17,
          "loop": {
            "name": "06_zoom_in",
            "slug": "06-zoom-in",
            "status": "active",
            "bestFor": "Technical deep-dives, case studies, detailed analysis",
            "canonId": "019dd956-6846-74db-82be-dff5b058b072",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Big Picture -> Key Area of Focus -> Specific Detail -> Implication",
            "description": "Start broad, then progressively focus on specific details that prove your point",
            "familyLabel": null
          },
          "matchId": "019dd95a-088b-72c8-b7e7-3c2d5bd4e21c",
          "evidence": "Lights section deep dive: cross-vertical, cross-demographic, regional digital influence",
          "position": 3,
          "objective": "Zoom into evolving consumer behavior across cohorts and verticals",
          "confidence": 78,
          "extraction": {
            "at": "2026-04-29 13:07:29.689431+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          }
        }
      ],
      "locked": true
    },
    {
      "page": 21,
      "type": "setup",
      "title": "The slide uses a heatmap-style table to show influence levels and a qualitative comparison table for channel preferences.",
      "function": "compare_options",
      "rawType": "comparison_table",
      "block": null,
      "metadata": {
        "slideType": "comparison_table",
        "slideTypeCanon": {
          "name": "Comparison table",
          "slug": "comparison_table",
          "status": "active",
          "canonId": "019de52d-0a06-73f8-8813-fe022fab1de2",
          "version": 1,
          "description": null
        },
        "function": "compare_options",
        "functionCanon": {
          "name": "Compare options",
          "slug": "compare_options",
          "status": "active",
          "canonId": "019de52d-167f-7038-aebc-70a9d2e0e33b",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 51,
        "componentCount": 6,
        "textChars": 480,
        "nDataPoints": 12,
        "notes": "The slide uses a heatmap-style table to show influence levels and a qualitative comparison table for channel preferences.",
        "elementsJson": [
          "headline_text",
          "data_table",
          "comparison_table",
          "callout_box"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:46:03.326+00",
          "seconds": 2.635,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-7e1c9fe1bc87/21",
        "deck": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87#slide-21",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.07,
            "w": 0.88,
            "x": 0.06,
            "y": 0.81
          },
          "kind": "callout",
          "text": "Important for media houses to have customized approach for marketing Regional content",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": null,
            "subkind": {
              "name": "Primary callout",
              "slug": "primary",
              "status": "active",
              "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:03.326+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "954a3d58-933a-4dbf-aeb5-8bcabdd1528c",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.38,
            "w": 0.4,
            "x": 0.06,
            "y": 0.38
          },
          "kind": "chart",
          "text": "Influence levels by journey stage and language",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Chart",
              "slug": "chart",
              "status": "active",
              "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8",
              "version": 1,
              "description": "Quantitative chart."
            },
            "tool": null,
            "subkind": {
              "name": "Heatmap",
              "slug": "heatmap",
              "status": "active",
              "canonId": "019de52d-00cd-71ee-bf36-233b7817c304",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "heatmap",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:03.326+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "479b401a-afcf-4825-9972-fed8664afcfc",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "Digital influence percentage",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-24 12:48:42+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-acb9-741a-834e-99b99ff14b82",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.4,
            "x": 0.06,
            "y": 0.9
          },
          "kind": "source-note",
          "text": "1. Sample size of 1,493 for Hindi and 1,082 for Regional content. Source: BCG Consumer Content Consumption Survey, October 2022, N = 2,615",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:03.326+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "2ede81d4-e946-4a59-b0da-39023f5399a7",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.45,
            "w": 0.45,
            "x": 0.48,
            "y": 0.32
          },
          "kind": "table",
          "text": "Comparison of top ranked digital channels and activities for Hindi vs Regional content",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Table",
              "slug": "table",
              "status": "active",
              "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28",
              "version": 1,
              "description": "Tabular data layout."
            },
            "tool": null,
            "subkind": {
              "name": "Data table",
              "slug": "data",
              "status": "active",
              "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "data",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:03.326+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "3e95ea2a-eb6b-45da-9189-0d6c82ece1a2",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.7,
            "x": 0.06,
            "y": 0.06
          },
          "kind": "title",
          "text": "Digital influence similar for Hindi and Regional, but driven by different channels and activities",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:03.326+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "4839b277-0b91-4902-8d6d-314eaa7b8b0a",
          "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": "019dd95a-14f5-72a3-8b8a-2bae78200601",
          "evidence": "'Digital influence similar for Hindi and Regional, but driven by different channels'",
          "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": 80,
          "extraction": {
            "at": "2026-04-29 13:07:32.858858+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 21,
          "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": "Comparison frame",
            "slug": "comparison-frame",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd9e1-484b-7399-a4fc-d14644b99f93",
            "version": 1,
            "bodyDocId": null,
            "description": "Two or more states/subjects placed side by side to expose a gap.",
            "familyLabel": null,
            "categoryName": null,
            "categorySlug": null
          },
          "agent": null,
          "layer": "slide",
          "agents": null,
          "matchId": "e7254cad-622a-459a-9b8d-140b6702a4e8",
          "evidence": "Comparison of top ranked digital channels and activities for Hindi vs Regional content",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 21:04:13.278083+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 21,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": "common",
          "narrativePurpose": null
        }
      ],
      "frameworks": [
        {
          "matchId": "4022e286-f852-4470-8ec0-a180c6f3ab82",
          "evidence": "The slide explicitly compares Hindi and Regional content across multiple metrics.",
          "framework": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-05-02 19:46:03.326+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 21,
          "frameworkName": "comparison-frame"
        }
      ],
      "arcBeats": [
        {
          "to": 22,
          "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": 13,
          "name": "Problem & Complication",
          "beatId": "019dd95a-0702-74a3-87e0-193cf5a111bb",
          "matchId": "019dd95a-0543-7581-99ae-e92c92ec9ca6",
          "beatType": {
            "name": "Problem & Complication",
            "slug": "consultants-gambit-problem-complication",
            "status": "active",
            "canonId": "019dd9b8-064a-777f-a374-e9a8c43dedd4",
            "version": 1,
            "description": null
          },
          "evidence": "'Under-indexed on marketing spends and digital capabilities' diagnosis",
          "position": 2,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Complication",
            "slug": "complication",
            "status": "active",
            "canonId": "019dd9b8-0275-7709-b2d6-4f77c3fc7579",
            "version": 1,
            "description": "The point in the narrative where the audience should feel discomfort. Required for argumentative arcs."
          },
          "alignedBlockIds": null,
          "matchConfidence": 88
        },
        {
          "to": 22,
          "arc": {
            "name": "The Triple Take",
            "slug": "triple-take",
            "status": "active",
            "bestFor": "Data-driven presentations, research findings",
            "canonId": "019dd956-6221-73ad-bc12-378f8eb1f018",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "The Facts (What) -> The Implications (So What) -> The Action (Now What)",
            "description": null,
            "familyLabel": null
          },
          "from": 8,
          "name": "The Facts (What)",
          "beatId": "019dd95a-0702-74a3-87e0-2986d735d600",
          "matchId": "019dd95a-0543-7581-99ae-ed37dc697ed1",
          "beatType": {
            "name": "The Facts (What)",
            "slug": "triple-take-the-facts-what",
            "status": "active",
            "canonId": "019dd9b8-092b-754c-8eaa-ede3ffdcb060",
            "version": 1,
            "description": null
          },
          "evidence": "Lights: India market data + consumer behavior facts",
          "position": 1,
          "isPrimaryArc": false,
          "parentBeatType": {
            "name": "Setup",
            "slug": "setup",
            "status": "active",
            "canonId": "019dd9b8-020e-7505-af9b-d9b9a4679bcc",
            "version": 1,
            "description": "Where the deck grounds the reader before doing anything else. Almost every arc opens here."
          },
          "alignedBlockIds": null,
          "matchConfidence": 80
        }
      ],
      "loops": [
        {
          "to": 22,
          "from": 17,
          "loop": {
            "name": "06_zoom_in",
            "slug": "06-zoom-in",
            "status": "active",
            "bestFor": "Technical deep-dives, case studies, detailed analysis",
            "canonId": "019dd956-6846-74db-82be-dff5b058b072",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Big Picture -> Key Area of Focus -> Specific Detail -> Implication",
            "description": "Start broad, then progressively focus on specific details that prove your point",
            "familyLabel": null
          },
          "matchId": "019dd95a-088b-72c8-b7e7-3c2d5bd4e21c",
          "evidence": "Lights section deep dive: cross-vertical, cross-demographic, regional digital influence",
          "position": 3,
          "objective": "Zoom into evolving consumer behavior across cohorts and verticals",
          "confidence": 78,
          "extraction": {
            "at": "2026-04-29 13:07:29.689431+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          }
        }
      ],
      "locked": true
    },
    {
      "page": 22,
      "type": "setup",
      "function": "summarize",
      "rawType": "key_messages",
      "block": null,
      "metadata": {
        "slideType": "key_messages",
        "slideTypeCanon": {
          "name": "Key messages",
          "slug": "key_messages",
          "status": "active",
          "canonId": "019de52d-0712-703f-89f5-bda6688faf3f",
          "version": 1,
          "description": null
        },
        "function": "summarize",
        "functionCanon": {
          "name": "Summarize",
          "slug": "summarize",
          "status": "active",
          "canonId": "019de52d-1541-704f-b86f-bf7b75056373",
          "version": 1,
          "description": null
        },
        "density": "sparse",
        "densityScore": 7,
        "componentCount": 2,
        "textChars": 154,
        "nDataPoints": 0,
        "notes": null,
        "elementsJson": [
          "icon_grid",
          "headline_text"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:46:05.143+00",
          "seconds": 3.951,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-7e1c9fe1bc87/22",
        "deck": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87#slide-22",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.458,
            "w": 0.156,
            "x": 0.047,
            "y": 0.305
          },
          "kind": "image",
          "text": null,
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Icon grid",
              "slug": "icon-grid",
              "status": "active",
              "canonId": "019de52c-fdfe-749d-9990-1db465a3eed4",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "icon-grid",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:05.143+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "e69b2d49-2f4a-40c8-bb58-7d37732f1258",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.236,
            "w": 0.906,
            "x": 0.047,
            "y": 0.508
          },
          "kind": "title",
          "text": "M&E companies must actively and consciously understand evolving consumer behavior and design strategies covering E2E consumer journey to accelerate growth",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Action title",
              "slug": "action-title",
              "status": "active",
              "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "action-title",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:05.143+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "d554919a-df86-4994-99d1-7a66e84c2bf3",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "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": "678729a2-4823-4b94-9e25-87098e78759b",
          "evidence": "M&E companies must actively and consciously understand evolving consumer behavior",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 21:04:13.337663+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 22,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": "common",
          "narrativePurpose": null
        }
      ],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 22,
          "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": 13,
          "name": "Problem & Complication",
          "beatId": "019dd95a-0702-74a3-87e0-193cf5a111bb",
          "matchId": "019dd95a-0543-7581-99ae-e92c92ec9ca6",
          "beatType": {
            "name": "Problem & Complication",
            "slug": "consultants-gambit-problem-complication",
            "status": "active",
            "canonId": "019dd9b8-064a-777f-a374-e9a8c43dedd4",
            "version": 1,
            "description": null
          },
          "evidence": "'Under-indexed on marketing spends and digital capabilities' diagnosis",
          "position": 2,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Complication",
            "slug": "complication",
            "status": "active",
            "canonId": "019dd9b8-0275-7709-b2d6-4f77c3fc7579",
            "version": 1,
            "description": "The point in the narrative where the audience should feel discomfort. Required for argumentative arcs."
          },
          "alignedBlockIds": null,
          "matchConfidence": 88
        },
        {
          "to": 22,
          "arc": {
            "name": "The Triple Take",
            "slug": "triple-take",
            "status": "active",
            "bestFor": "Data-driven presentations, research findings",
            "canonId": "019dd956-6221-73ad-bc12-378f8eb1f018",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "The Facts (What) -> The Implications (So What) -> The Action (Now What)",
            "description": null,
            "familyLabel": null
          },
          "from": 8,
          "name": "The Facts (What)",
          "beatId": "019dd95a-0702-74a3-87e0-2986d735d600",
          "matchId": "019dd95a-0543-7581-99ae-ed37dc697ed1",
          "beatType": {
            "name": "The Facts (What)",
            "slug": "triple-take-the-facts-what",
            "status": "active",
            "canonId": "019dd9b8-092b-754c-8eaa-ede3ffdcb060",
            "version": 1,
            "description": null
          },
          "evidence": "Lights: India market data + consumer behavior facts",
          "position": 1,
          "isPrimaryArc": false,
          "parentBeatType": {
            "name": "Setup",
            "slug": "setup",
            "status": "active",
            "canonId": "019dd9b8-020e-7505-af9b-d9b9a4679bcc",
            "version": 1,
            "description": "Where the deck grounds the reader before doing anything else. Almost every arc opens here."
          },
          "alignedBlockIds": null,
          "matchConfidence": 80
        }
      ],
      "loops": [
        {
          "to": 22,
          "from": 17,
          "loop": {
            "name": "06_zoom_in",
            "slug": "06-zoom-in",
            "status": "active",
            "bestFor": "Technical deep-dives, case studies, detailed analysis",
            "canonId": "019dd956-6846-74db-82be-dff5b058b072",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Big Picture -> Key Area of Focus -> Specific Detail -> Implication",
            "description": "Start broad, then progressively focus on specific details that prove your point",
            "familyLabel": null
          },
          "matchId": "019dd95a-088b-72c8-b7e7-3c2d5bd4e21c",
          "evidence": "Lights section deep dive: cross-vertical, cross-demographic, regional digital influence",
          "position": 3,
          "objective": "Zoom into evolving consumer behavior across cohorts and verticals",
          "confidence": 78,
          "extraction": {
            "at": "2026-04-29 13:07:29.689431+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          }
        }
      ],
      "locked": true
    },
    {
      "page": 23,
      "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": 9,
        "componentCount": 2,
        "textChars": 195,
        "nDataPoints": 0,
        "notes": null,
        "elementsJson": [
          "infographic"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:46:03.199+00",
          "seconds": 1.939,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-7e1c9fe1bc87/23",
        "deck": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87#slide-23",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.6,
            "w": 0.48,
            "x": 0.26,
            "y": 0.2
          },
          "kind": "image",
          "text": "Illustration of a person wearing a VR headset interacting with digital elements like a planet, game controller, and airship.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Illustration",
              "slug": "illustration",
              "status": "active",
              "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "illustration",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:03.199+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "520d8a4b-d2e1-49c0-8610-c30a39287e05",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.49,
            "x": 0.065,
            "y": 0.955
          },
          "kind": "title",
          "text": "LIGHTS: UNDERSTANDING THE POWER OF DIGITAL & EVOLVING CONSUMER BEHAVIOR",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:03.199+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "787f17bf-d427-453c-9da2-a3a37a75811d",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 37,
          "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": 23,
          "name": "Solution & Approach",
          "beatId": "019dd95a-0702-74a3-87e0-1f22948572f0",
          "matchId": "019dd95a-0543-7581-99ae-e92c92ec9ca6",
          "beatType": {
            "name": "Solution & Approach",
            "slug": "consultants-gambit-solution-approach",
            "status": "active",
            "canonId": "019dd9b8-071c-7161-9184-580fdac7a4f9",
            "version": 1,
            "description": null
          },
          "evidence": "Lights/Camera: discovery + engagement insights driving the approach",
          "position": 3,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Turn",
            "slug": "turn",
            "status": "active",
            "canonId": "019dd9b8-0396-702b-ac2f-9901f8dd8b54",
            "version": 1,
            "description": "The pivot — solution proposed, catalyst introduced, decision made. Common (15/20 arcs) but not universal: Triple-take, AIDA, PAS, Voyage-return and Pixar substitute it with a strong reflection or development beat."
          },
          "alignedBlockIds": null,
          "matchConfidence": 88
        },
        {
          "to": 43,
          "arc": {
            "name": "The Triple Take",
            "slug": "triple-take",
            "status": "active",
            "bestFor": "Data-driven presentations, research findings",
            "canonId": "019dd956-6221-73ad-bc12-378f8eb1f018",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "The Facts (What) -> The Implications (So What) -> The Action (Now What)",
            "description": null,
            "familyLabel": null
          },
          "from": 23,
          "name": "The Implications (So What)",
          "beatId": "019dd95a-0702-74a3-87e0-2df5adecf56a",
          "matchId": "019dd95a-0543-7581-99ae-ed37dc697ed1",
          "beatType": {
            "name": "The Implications (So What)",
            "slug": "triple-take-the-implications-so-what",
            "status": "active",
            "canonId": "019dd9b8-09c7-75cd-8c7b-ae0e23cca2b8",
            "version": 1,
            "description": null
          },
          "evidence": "Camera: discovery and engagement implications",
          "position": 2,
          "isPrimaryArc": false,
          "parentBeatType": {
            "name": "Reflection",
            "slug": "reflection",
            "status": "active",
            "canonId": "019dd9b8-0510-73fd-8d00-1c7e45f7bc98",
            "version": 1,
            "description": "The \"so what\" beat. Used by analytical arcs (Triple-take, Onion) and learning arcs (Voyage-return, Tragedy)."
          },
          "alignedBlockIds": null,
          "matchConfidence": 80
        }
      ],
      "loops": [],
      "locked": true
    },
    {
      "page": 24,
      "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": 7,
        "componentCount": 3,
        "textChars": 72,
        "nDataPoints": 0,
        "notes": null,
        "elementsJson": [
          "process_diagram"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:46:03.457+00",
          "seconds": 2.088,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-7e1c9fe1bc87/24",
        "deck": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87#slide-24",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.06,
            "w": 0.75,
            "x": 0.175,
            "y": 0.645
          },
          "kind": "framework",
          "text": "DISCOVERY INTEREST ENGAGEMENT",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Framework",
              "slug": "framework",
              "status": "active",
              "canonId": "019de52c-fa18-77c6-b10a-ccb8277ac0fa",
              "version": 1,
              "description": "Named conceptual framework instance."
            },
            "tool": null,
            "subkind": {
              "name": "Framework instance",
              "slug": "instance",
              "status": "active",
              "canonId": "019de52d-05a2-72af-be0b-7edc60708a03",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "instance",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:03.457+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "dc5be917-59e0-4c27-ad42-231f2961621e",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.33,
            "x": 0.175,
            "y": 0.3
          },
          "kind": "title",
          "text": "02 CAMERA",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:03.457+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "33a1527a-6131-4581-8f04-f28696105e60",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.75,
            "x": 0.175,
            "y": 0.55
          },
          "kind": "title",
          "text": "Attracting and engaging the viewer",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Subtitle",
              "slug": "subtitle",
              "status": "active",
              "canonId": "019de52c-fb09-739d-900c-815b0d9ac526",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "subtitle",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:03.457+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "149b02a9-1196-4725-b29c-ef886d002c80",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [
        {
          "matchId": "b24d8acc-916a-4a00-8e72-c43733b1a414",
          "evidence": "The slide displays a linear progression of stages: Discovery, Interest, Engagement.",
          "framework": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-05-02 19:46:03.457+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 24,
          "frameworkName": "customer-journey-map"
        }
      ],
      "arcBeats": [
        {
          "to": 37,
          "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": 23,
          "name": "Solution & Approach",
          "beatId": "019dd95a-0702-74a3-87e0-1f22948572f0",
          "matchId": "019dd95a-0543-7581-99ae-e92c92ec9ca6",
          "beatType": {
            "name": "Solution & Approach",
            "slug": "consultants-gambit-solution-approach",
            "status": "active",
            "canonId": "019dd9b8-071c-7161-9184-580fdac7a4f9",
            "version": 1,
            "description": null
          },
          "evidence": "Lights/Camera: discovery + engagement insights driving the approach",
          "position": 3,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Turn",
            "slug": "turn",
            "status": "active",
            "canonId": "019dd9b8-0396-702b-ac2f-9901f8dd8b54",
            "version": 1,
            "description": "The pivot — solution proposed, catalyst introduced, decision made. Common (15/20 arcs) but not universal: Triple-take, AIDA, PAS, Voyage-return and Pixar substitute it with a strong reflection or development beat."
          },
          "alignedBlockIds": null,
          "matchConfidence": 88
        },
        {
          "to": 43,
          "arc": {
            "name": "The Triple Take",
            "slug": "triple-take",
            "status": "active",
            "bestFor": "Data-driven presentations, research findings",
            "canonId": "019dd956-6221-73ad-bc12-378f8eb1f018",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "The Facts (What) -> The Implications (So What) -> The Action (Now What)",
            "description": null,
            "familyLabel": null
          },
          "from": 23,
          "name": "The Implications (So What)",
          "beatId": "019dd95a-0702-74a3-87e0-2df5adecf56a",
          "matchId": "019dd95a-0543-7581-99ae-ed37dc697ed1",
          "beatType": {
            "name": "The Implications (So What)",
            "slug": "triple-take-the-implications-so-what",
            "status": "active",
            "canonId": "019dd9b8-09c7-75cd-8c7b-ae0e23cca2b8",
            "version": 1,
            "description": null
          },
          "evidence": "Camera: discovery and engagement implications",
          "position": 2,
          "isPrimaryArc": false,
          "parentBeatType": {
            "name": "Reflection",
            "slug": "reflection",
            "status": "active",
            "canonId": "019dd9b8-0510-73fd-8d00-1c7e45f7bc98",
            "version": 1,
            "description": "The \"so what\" beat. Used by analytical arcs (Triple-take, Onion) and learning arcs (Voyage-return, Tragedy)."
          },
          "alignedBlockIds": null,
          "matchConfidence": 80
        }
      ],
      "loops": [],
      "locked": true
    },
    {
      "page": 25,
      "type": "setup",
      "title": "This is a visual transition slide with no text content.",
      "function": "transition",
      "rawType": "transition",
      "block": null,
      "metadata": {
        "slideType": "transition",
        "slideTypeCanon": {
          "name": "Transition",
          "slug": "transition",
          "status": "active",
          "canonId": "019de52d-0693-7766-9f05-887f41f8e41e",
          "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": 0,
        "componentCount": 1,
        "textChars": 0,
        "nDataPoints": 0,
        "notes": "This is a visual transition slide with no text content.",
        "elementsJson": [
          "other"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:46:03.468+00",
          "seconds": 1.966,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-7e1c9fe1bc87/25",
        "deck": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87#slide-25",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.7,
            "w": 0.5,
            "x": 0.25,
            "y": 0.15
          },
          "kind": "image",
          "text": null,
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Illustration",
              "slug": "illustration",
              "status": "active",
              "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "illustration",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:03.468+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "0c7d93e9-bbd2-4a3a-a0dc-e98b7f1be270",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 37,
          "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": 23,
          "name": "Solution & Approach",
          "beatId": "019dd95a-0702-74a3-87e0-1f22948572f0",
          "matchId": "019dd95a-0543-7581-99ae-e92c92ec9ca6",
          "beatType": {
            "name": "Solution & Approach",
            "slug": "consultants-gambit-solution-approach",
            "status": "active",
            "canonId": "019dd9b8-071c-7161-9184-580fdac7a4f9",
            "version": 1,
            "description": null
          },
          "evidence": "Lights/Camera: discovery + engagement insights driving the approach",
          "position": 3,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Turn",
            "slug": "turn",
            "status": "active",
            "canonId": "019dd9b8-0396-702b-ac2f-9901f8dd8b54",
            "version": 1,
            "description": "The pivot — solution proposed, catalyst introduced, decision made. Common (15/20 arcs) but not universal: Triple-take, AIDA, PAS, Voyage-return and Pixar substitute it with a strong reflection or development beat."
          },
          "alignedBlockIds": null,
          "matchConfidence": 88
        },
        {
          "to": 43,
          "arc": {
            "name": "The Triple Take",
            "slug": "triple-take",
            "status": "active",
            "bestFor": "Data-driven presentations, research findings",
            "canonId": "019dd956-6221-73ad-bc12-378f8eb1f018",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "The Facts (What) -> The Implications (So What) -> The Action (Now What)",
            "description": null,
            "familyLabel": null
          },
          "from": 23,
          "name": "The Implications (So What)",
          "beatId": "019dd95a-0702-74a3-87e0-2df5adecf56a",
          "matchId": "019dd95a-0543-7581-99ae-ed37dc697ed1",
          "beatType": {
            "name": "The Implications (So What)",
            "slug": "triple-take-the-implications-so-what",
            "status": "active",
            "canonId": "019dd9b8-09c7-75cd-8c7b-ae0e23cca2b8",
            "version": 1,
            "description": null
          },
          "evidence": "Camera: discovery and engagement implications",
          "position": 2,
          "isPrimaryArc": false,
          "parentBeatType": {
            "name": "Reflection",
            "slug": "reflection",
            "status": "active",
            "canonId": "019dd9b8-0510-73fd-8d00-1c7e45f7bc98",
            "version": 1,
            "description": "The \"so what\" beat. Used by analytical arcs (Triple-take, Onion) and learning arcs (Voyage-return, Tragedy)."
          },
          "alignedBlockIds": null,
          "matchConfidence": 80
        }
      ],
      "loops": [],
      "locked": true
    },
    {
      "page": 26,
      "type": "analysis",
      "title": "Uses a 'Myth vs Reality' framing to challenge industry assumptions.",
      "function": "diagnose",
      "rawType": "comparison_table",
      "block": null,
      "metadata": {
        "slideType": "comparison_table",
        "slideTypeCanon": {
          "name": "Comparison table",
          "slug": "comparison_table",
          "status": "active",
          "canonId": "019de52d-0a06-73f8-8813-fe022fab1de2",
          "version": 1,
          "description": null
        },
        "function": "diagnose",
        "functionCanon": {
          "name": "Diagnose",
          "slug": "diagnose",
          "status": "active",
          "canonId": "019de52d-1657-7223-acc5-7437d878c850",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 60,
        "componentCount": 7,
        "textChars": 560,
        "nDataPoints": 4,
        "notes": "Uses a 'Myth vs Reality' framing to challenge industry assumptions.",
        "elementsJson": [
          "headline_text",
          "bullet_list",
          "bar_chart_vertical",
          "callout_box",
          "big_number",
          "footnote"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:46:05.256+00",
          "seconds": 3.751,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-7e1c9fe1bc87/26",
        "deck": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87#slide-26",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.1,
            "w": 0.15,
            "x": 0.78,
            "y": 0.4
          },
          "kind": "callout",
          "text": "3x higher influence for digitally mature audience",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": null,
            "subkind": {
              "name": "Primary callout",
              "slug": "primary",
              "status": "active",
              "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:05.256+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "00c4bb81-87bb-4df1-92e9-bef454617133",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "callout",
          "text": "Influence of digital significantly higher for OTT and Movie Studios",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-24 12:48:42+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-acb9-741a-834e-cc7dea92c1e5",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.45,
            "w": 0.35,
            "x": 0.43,
            "y": 0.35
          },
          "kind": "chart",
          "text": "Bar chart showing percentage of respondents discovering content digitally across Overall, OTT, Movie Studios, and LTV segments.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Chart",
              "slug": "chart",
              "status": "active",
              "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8",
              "version": 1,
              "description": "Quantitative chart."
            },
            "tool": null,
            "subkind": {
              "name": "Vertical bar chart",
              "slug": "bar-vertical",
              "status": "active",
              "canonId": "019de52c-fe9d-70f2-b3b7-a9ae294f5917",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bar-vertical",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:05.256+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "33364ce8-5686-4e01-a227-7b27bbbef90e",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.3,
            "w": 0.28,
            "x": 0.05,
            "y": 0.35
          },
          "kind": "list",
          "text": "Prevailing view: LTV content discovery driven by own channels; LTV audiences only discuss among themselves.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:05.256+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "781d0866-4cda-48d0-937f-9592365e5331",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "Percentage of respondents discovering content digitally: 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": "2026-04-24 12:48:42+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-acb9-741a-834e-d1d7f4a9f4fc",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.45,
            "x": 0.37,
            "y": 0.92
          },
          "kind": "source-note",
          "text": "Source: Industry Expert Interviews; BCG Consumer Content Consumption Survey, October 2022, N = 2,615",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:05.256+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "901ed428-4066-4e0e-b3f8-b95cc5d2cd86",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.04,
            "w": 0.58,
            "x": 0.37,
            "y": 0.07
          },
          "kind": "title",
          "text": "Digital discovery is on the upswing, even in LTV...",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:05.256+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "c1b4b87b-aba5-452c-8cf7-3c3931bf029e",
          "parentComponentId": null
        }
      ],
      "metrics": [
        {
          "metricRaw": "Percentage of respondents discovering content digitally",
          "numberRaw": "3x",
          "numberKind": "multiplier",
          "actionTitle": "Digital discovery is on the upswing, even in LTV...",
          "calloutText": "Influence of digital significantly higher for OTT and Movie Studios",
          "numberScale": null,
          "numberValue": 3,
          "metricFamily": "survey_sentiment",
          "numberCurrency": null
        }
      ],
      "tools": [
        {
          "tool": {
            "name": "Aha! Moment",
            "slug": "aha-moment",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-a5b5-7763-820e-b299c5f27a32",
            "version": 1,
            "bodyDocId": null,
            "description": "The moment when the audience realizes the value - design for insight revelation",
            "familyLabel": null,
            "categoryName": "Loop",
            "categorySlug": "loop"
          },
          "agent": "Storyteller",
          "layer": "loop",
          "agents": [
            "Storyteller"
          ],
          "matchId": "019dd95a-14f5-72a3-8b8a-32fb40eb9478",
          "evidence": "Sets up data-driven revelation about discovery",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 70,
          "extraction": {
            "at": "2026-04-29 13:07:32.858858+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 26,
          "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": "f11bb350-4c69-4e12-bb7d-ba50b8f8e7cb",
          "evidence": "chart/bar-vertical: Bar chart showing percentage of respondents discovering content digitally across Overall, OTT, Movie Studios, and LTV segments.",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 21:04:15.204389+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 26,
          "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": "019dd95a-14f5-72a3-8b8a-2c0cc51f8b5c",
          "evidence": "'Digital discovery is on the upswing, even in LTV'",
          "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": "2026-04-29 13:07:32.858858+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 26,
          "whyItWorks": "Solves two failure modes at once. (1) The buried claim: action titles place the conclusion on the page before any analysis is read, so a busy reader doesn't reverse-engineer it from the chart. (2) The spineless deck: because each title is a claim, slides have to ladder up to the governing thought; logical gaps become visible as topic-shaped titles in a sequence that no longer reads as a story.",
          "antipattern": "Topic labels disguised as titles — Volume by quarter, Key findings, Pricing strategy, Margins have been impacted. No verb, or a passive verb with no agent, or a fact (Revenue grew 12%) without the so-what. Also: titles that overreach the chart's evidence, multi-claim X-grew-but-Y-fell welded titles, and mechanical repetition of the same X-drove-Y template across the deck.",
          "cardinality": null,
          "narrativePurpose": "Forces the deck to carry its argument in the title bar so a senior reader can extract the recommendation without opening a single slide; converts a binder of topics into a navigable pyramid where every slide is a node defending the apex."
        }
      ],
      "frameworks": [
        {
          "matchId": "26007eb6-19f2-4574-95e3-526f41b810b9",
          "evidence": "Contrasts 'Industry Myth' with 'Consumer Reality'.",
          "framework": null,
          "confidence": 0.95,
          "extraction": {
            "at": "2026-05-02 19:46:05.256+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 26,
          "frameworkName": "before-after-framing"
        }
      ],
      "arcBeats": [
        {
          "to": 37,
          "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": 23,
          "name": "Solution & Approach",
          "beatId": "019dd95a-0702-74a3-87e0-1f22948572f0",
          "matchId": "019dd95a-0543-7581-99ae-e92c92ec9ca6",
          "beatType": {
            "name": "Solution & Approach",
            "slug": "consultants-gambit-solution-approach",
            "status": "active",
            "canonId": "019dd9b8-071c-7161-9184-580fdac7a4f9",
            "version": 1,
            "description": null
          },
          "evidence": "Lights/Camera: discovery + engagement insights driving the approach",
          "position": 3,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Turn",
            "slug": "turn",
            "status": "active",
            "canonId": "019dd9b8-0396-702b-ac2f-9901f8dd8b54",
            "version": 1,
            "description": "The pivot — solution proposed, catalyst introduced, decision made. Common (15/20 arcs) but not universal: Triple-take, AIDA, PAS, Voyage-return and Pixar substitute it with a strong reflection or development beat."
          },
          "alignedBlockIds": null,
          "matchConfidence": 88
        },
        {
          "to": 43,
          "arc": {
            "name": "The Triple Take",
            "slug": "triple-take",
            "status": "active",
            "bestFor": "Data-driven presentations, research findings",
            "canonId": "019dd956-6221-73ad-bc12-378f8eb1f018",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "The Facts (What) -> The Implications (So What) -> The Action (Now What)",
            "description": null,
            "familyLabel": null
          },
          "from": 23,
          "name": "The Implications (So What)",
          "beatId": "019dd95a-0702-74a3-87e0-2df5adecf56a",
          "matchId": "019dd95a-0543-7581-99ae-ed37dc697ed1",
          "beatType": {
            "name": "The Implications (So What)",
            "slug": "triple-take-the-implications-so-what",
            "status": "active",
            "canonId": "019dd9b8-09c7-75cd-8c7b-ae0e23cca2b8",
            "version": 1,
            "description": null
          },
          "evidence": "Camera: discovery and engagement implications",
          "position": 2,
          "isPrimaryArc": false,
          "parentBeatType": {
            "name": "Reflection",
            "slug": "reflection",
            "status": "active",
            "canonId": "019dd9b8-0510-73fd-8d00-1c7e45f7bc98",
            "version": 1,
            "description": "The \"so what\" beat. Used by analytical arcs (Triple-take, Onion) and learning arcs (Voyage-return, Tragedy)."
          },
          "alignedBlockIds": null,
          "matchConfidence": 80
        }
      ],
      "loops": [
        {
          "to": 33,
          "from": 26,
          "loop": {
            "name": "03_aha_moment",
            "slug": "03-aha-moment",
            "status": "active",
            "bestFor": "Data-heavy sections, research findings, analytical arguments",
            "canonId": "019dd956-66f4-7668-ab25-cec9c996c0bc",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Problem/Question -> What the Data Shows -> The Insight",
            "description": "Establish a tension, present data, then deliver the insight that changes everything",
            "familyLabel": null
          },
          "matchId": "019dd95a-088b-72c8-b7e7-41c0917c9d9e",
          "evidence": "'Off-network discovery hugely underestimated - 50-60% on digital' (p.28) + dance-show case (p.33)",
          "position": 4,
          "objective": "Reveal that digital discovery is hugely underestimated",
          "confidence": 82,
          "extraction": {
            "at": "2026-04-29 13:07:29.689431+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          }
        }
      ],
      "locked": true
    },
    {
      "page": 27,
      "type": "analysis",
      "title": "The slide uses a process-like flow to highlight 'Supply driven challenges' as the primary bottleneck.",
      "function": "diagnose",
      "rawType": "pain_points",
      "block": null,
      "metadata": {
        "slideType": "pain_points",
        "slideTypeCanon": {
          "name": "Pain points",
          "slug": "pain_points",
          "status": "active",
          "canonId": "019de52d-08a0-761d-a14f-1dbc5e447381",
          "version": 1,
          "description": null
        },
        "function": "diagnose",
        "functionCanon": {
          "name": "Diagnose",
          "slug": "diagnose",
          "status": "active",
          "canonId": "019de52d-1657-7223-acc5-7437d878c850",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 59,
        "componentCount": 8,
        "textChars": 375,
        "nDataPoints": 3,
        "notes": "The slide uses a process-like flow to highlight 'Supply driven challenges' as the primary bottleneck.",
        "elementsJson": [
          "headline_text",
          "bullet_list",
          "infographic",
          "callout_box"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:46:04.779+00",
          "seconds": 3.255,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-7e1c9fe1bc87/27",
        "deck": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87#slide-27",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.09,
            "w": 0.72,
            "x": 0.14,
            "y": 0.77
          },
          "kind": "callout",
          "text": "LTV players should invest in ideating, creating and sharing digital-forward content to tap into this existing demand",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": null,
            "subkind": {
              "name": "Primary callout",
              "slug": "primary",
              "status": "active",
              "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:04.779+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "86fab080-111e-4a9f-903e-b6a9302829c6",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.18,
            "w": 0.18,
            "x": 0.41,
            "y": 0.41
          },
          "kind": "metric",
          "text": "32%",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": null,
            "subkind": {
              "name": "Big number",
              "slug": "big-number",
              "status": "active",
              "canonId": "019de52c-fc70-70c8-b965-0584548a9204",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "big-number",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:04.779+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "34998438-ee45-4ece-930c-b541557883bb",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.18,
            "w": 0.18,
            "x": 0.11,
            "y": 0.41
          },
          "kind": "metric",
          "text": "46%",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": null,
            "subkind": {
              "name": "Big number",
              "slug": "big-number",
              "status": "active",
              "canonId": "019de52c-fc70-70c8-b965-0584548a9204",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "big-number",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:04.779+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "c8e0dcb6-3dcf-45a9-9f9e-d82fe571ae47",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.18,
            "w": 0.18,
            "x": 0.71,
            "y": 0.41
          },
          "kind": "metric",
          "text": "19%",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": null,
            "subkind": {
              "name": "Big number",
              "slug": "big-number",
              "status": "active",
              "canonId": "019de52c-fc70-70c8-b965-0584548a9204",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "big-number",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:04.779+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "e6a941d1-4f8e-4453-9803-c757f4c78fe3",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "percentage of viewers: 80%",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-24 12:48:42+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-acb9-741a-834e-f18d658fbbb8",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.75,
            "x": 0.06,
            "y": 0.13
          },
          "kind": "paragraph",
          "text": "Lack of digital content is a pain point for ~80% of non-digitally influenced LTV viewers",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:04.779+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "68a1be4d-f082-4074-a76e-6c4392b6d93a",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.4,
            "x": 0.06,
            "y": 0.91
          },
          "kind": "source-note",
          "text": "Source: BCG Consumer Content Consumption Survey, October 2022, N = 2,615",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:04.779+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "caa2ba15-2f12-4e36-bc51-3f02658374f3",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.04,
            "w": 0.75,
            "x": 0.06,
            "y": 0.06
          },
          "kind": "title",
          "text": "...viewers are influenced by digital, but supply is a constraint",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:04.779+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "3c505ea1-68b8-4d41-81c4-8704061b4a64",
          "parentComponentId": null
        }
      ],
      "metrics": [
        {
          "metricRaw": "percentage of viewers",
          "numberRaw": "80%",
          "numberKind": "percent",
          "actionTitle": "...viewers are influenced by digital, but supply is a constraint",
          "calloutText": "LTV players should invest in ideating, creating and sharing digital-forward content to tap into this existing demand",
          "numberScale": null,
          "numberValue": 80,
          "metricFamily": "survey_sentiment",
          "numberCurrency": null
        }
      ],
      "tools": [
        {
          "tool": {
            "name": "Information Gap Theory",
            "slug": "information-gap-theory",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-a856-765e-88bc-f703bdfec762",
            "version": 1,
            "bodyDocId": null,
            "description": "Curiosity arises from gap between what we know and want to know",
            "familyLabel": null,
            "categoryName": "Loop",
            "categorySlug": "loop"
          },
          "agent": "Storyteller",
          "layer": "loop",
          "agents": [
            "Storyteller"
          ],
          "matchId": "019dd95a-14f5-72a3-8b8a-3886bd477747",
          "evidence": "80% point to supply gap creates curiosity about the unmet demand",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 60,
          "extraction": {
            "at": "2026-04-29 13:07:32.858858+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 27,
          "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": "019dd95a-14f5-72a3-8b8a-36f58c3ef4f9",
          "evidence": "'viewers are influenced by digital, but supply is a constraint'",
          "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": "2026-04-29 13:07:32.858858+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 27,
          "whyItWorks": "Solves two failure modes at once. (1) The buried claim: action titles place the conclusion on the page before any analysis is read, so a busy reader doesn't reverse-engineer it from the chart. (2) The spineless deck: because each title is a claim, slides have to ladder up to the governing thought; logical gaps become visible as topic-shaped titles in a sequence that no longer reads as a story.",
          "antipattern": "Topic labels disguised as titles — Volume by quarter, Key findings, Pricing strategy, Margins have been impacted. No verb, or a passive verb with no agent, or a fact (Revenue grew 12%) without the so-what. Also: titles that overreach the chart's evidence, multi-claim X-grew-but-Y-fell welded titles, and mechanical repetition of the same X-drove-Y template across the deck.",
          "cardinality": null,
          "narrativePurpose": "Forces the deck to carry its argument in the title bar so a senior reader can extract the recommendation without opening a single slide; converts a binder of topics into a navigable pyramid where every slide is a node defending the apex."
        }
      ],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 37,
          "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": 23,
          "name": "Solution & Approach",
          "beatId": "019dd95a-0702-74a3-87e0-1f22948572f0",
          "matchId": "019dd95a-0543-7581-99ae-e92c92ec9ca6",
          "beatType": {
            "name": "Solution & Approach",
            "slug": "consultants-gambit-solution-approach",
            "status": "active",
            "canonId": "019dd9b8-071c-7161-9184-580fdac7a4f9",
            "version": 1,
            "description": null
          },
          "evidence": "Lights/Camera: discovery + engagement insights driving the approach",
          "position": 3,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Turn",
            "slug": "turn",
            "status": "active",
            "canonId": "019dd9b8-0396-702b-ac2f-9901f8dd8b54",
            "version": 1,
            "description": "The pivot — solution proposed, catalyst introduced, decision made. Common (15/20 arcs) but not universal: Triple-take, AIDA, PAS, Voyage-return and Pixar substitute it with a strong reflection or development beat."
          },
          "alignedBlockIds": null,
          "matchConfidence": 88
        },
        {
          "to": 43,
          "arc": {
            "name": "The Triple Take",
            "slug": "triple-take",
            "status": "active",
            "bestFor": "Data-driven presentations, research findings",
            "canonId": "019dd956-6221-73ad-bc12-378f8eb1f018",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "The Facts (What) -> The Implications (So What) -> The Action (Now What)",
            "description": null,
            "familyLabel": null
          },
          "from": 23,
          "name": "The Implications (So What)",
          "beatId": "019dd95a-0702-74a3-87e0-2df5adecf56a",
          "matchId": "019dd95a-0543-7581-99ae-ed37dc697ed1",
          "beatType": {
            "name": "The Implications (So What)",
            "slug": "triple-take-the-implications-so-what",
            "status": "active",
            "canonId": "019dd9b8-09c7-75cd-8c7b-ae0e23cca2b8",
            "version": 1,
            "description": null
          },
          "evidence": "Camera: discovery and engagement implications",
          "position": 2,
          "isPrimaryArc": false,
          "parentBeatType": {
            "name": "Reflection",
            "slug": "reflection",
            "status": "active",
            "canonId": "019dd9b8-0510-73fd-8d00-1c7e45f7bc98",
            "version": 1,
            "description": "The \"so what\" beat. Used by analytical arcs (Triple-take, Onion) and learning arcs (Voyage-return, Tragedy)."
          },
          "alignedBlockIds": null,
          "matchConfidence": 80
        }
      ],
      "loops": [
        {
          "to": 33,
          "from": 26,
          "loop": {
            "name": "03_aha_moment",
            "slug": "03-aha-moment",
            "status": "active",
            "bestFor": "Data-heavy sections, research findings, analytical arguments",
            "canonId": "019dd956-66f4-7668-ab25-cec9c996c0bc",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Problem/Question -> What the Data Shows -> The Insight",
            "description": "Establish a tension, present data, then deliver the insight that changes everything",
            "familyLabel": null
          },
          "matchId": "019dd95a-088b-72c8-b7e7-41c0917c9d9e",
          "evidence": "'Off-network discovery hugely underestimated - 50-60% on digital' (p.28) + dance-show case (p.33)",
          "position": 4,
          "objective": "Reveal that digital discovery is hugely underestimated",
          "confidence": 82,
          "extraction": {
            "at": "2026-04-29 13:07:29.689431+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          }
        }
      ],
      "locked": true
    },
    {
      "page": 28,
      "type": "analysis",
      "title": "Uses a 'Myth vs Reality' framing to challenge industry assumptions about content discovery channels.",
      "function": "diagnose",
      "rawType": "diagnosis",
      "block": null,
      "metadata": {
        "slideType": "diagnosis",
        "slideTypeCanon": {
          "name": "Diagnosis",
          "slug": "diagnosis",
          "status": "active",
          "canonId": "019de52d-0cd7-7212-898f-0464041ff8d8",
          "version": 1,
          "description": null
        },
        "function": "diagnose",
        "functionCanon": {
          "name": "Diagnose",
          "slug": "diagnose",
          "status": "active",
          "canonId": "019de52d-1657-7223-acc5-7437d878c850",
          "version": 1,
          "description": null
        },
        "density": "overcrowded",
        "densityScore": 78,
        "componentCount": 9,
        "textChars": 741,
        "nDataPoints": 8,
        "notes": "Uses a 'Myth vs Reality' framing to challenge industry assumptions about content discovery channels.",
        "elementsJson": [
          "headline_text",
          "action_title",
          "bullet_list",
          "bar_chart_stacked",
          "callout_box",
          "footnote"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:46:08.704+00",
          "seconds": 7.144,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-7e1c9fe1bc87/28",
        "deck": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87#slide-28",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.08,
            "w": 0.6,
            "x": 0.35,
            "y": 0.8
          },
          "kind": "callout",
          "text": "Recognize the power of non-network digital platforms to drive discovery",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": null,
            "subkind": {
              "name": "Primary callout",
              "slug": "primary",
              "status": "active",
              "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:08.704+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "57fea776-86c7-4be1-a1d5-869a137c8cb1",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.5,
            "w": 0.35,
            "x": 0.5,
            "y": 0.25
          },
          "kind": "chart",
          "text": "Source of discovery: LTV and OTT breakdown by Digital/Offline and Outside/In-app network",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Chart",
              "slug": "chart",
              "status": "active",
              "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8",
              "version": 1,
              "description": "Quantitative chart."
            },
            "tool": null,
            "subkind": {
              "name": "Stacked bar chart",
              "slug": "bar-stacked",
              "status": "active",
              "canonId": "019de52c-feec-74bf-9028-15b74f84f0a7",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bar-stacked",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:08.704+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "6024beb2-8e26-4f7e-b308-4913b13a5b18",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.35,
            "w": 0.25,
            "x": 0.05,
            "y": 0.35
          },
          "kind": "list",
          "text": "Prevailing view: LTV (Discovery mainly driven by own network and offline channels; Digital activation not critical since TG is not digitally active) and OTT (CRM channels sufficient; Recommendation engine, top listings are significant drivers)",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:08.704+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "af032e6a-5392-46ca-83bc-4440ab366e2e",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "Source of discovery: 60%",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-24 12:48:45+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-acb9-741a-8350-b1dedd107d37",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.25,
            "x": 0.05,
            "y": 0.1
          },
          "kind": "paragraph",
          "text": "No pressing need for digital interventions beyond own networks/channels to drive content discovery",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:08.704+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "251fc9ca-866f-4638-a683-42c03221e66d",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.4,
            "x": 0.35,
            "y": 0.92
          },
          "kind": "source-note",
          "text": "Source: Industry Expert Interviews; BCG Consumer Content Consumption Survey, October 2022, N = 2,615",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:08.704+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "fa0a7f2a-be4a-4239-8333-e67ee8cf1a29",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.6,
            "x": 0.35,
            "y": 0.06
          },
          "kind": "title",
          "text": "Off-network discovery is hugely underestimated – and 50–60% of it is on digital channels",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Action title",
              "slug": "action-title",
              "status": "active",
              "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "action-title",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:08.704+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "d05a430d-88ac-41b6-98c8-d22314af26f2",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.15,
            "x": 0.33,
            "y": 0.06
          },
          "kind": "title",
          "text": "CONSUMER REALITY",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:08.704+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "264b6675-83d2-4bfd-a11e-ac4f6ef0f34e",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.15,
            "x": 0.05,
            "y": 0.06
          },
          "kind": "title",
          "text": "INDUSTRY MYTH",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:08.704+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "da744c7b-3ce1-4c88-bfa6-529e3ee8c55d",
          "parentComponentId": null
        }
      ],
      "metrics": [
        {
          "metricRaw": "Source of discovery",
          "numberRaw": "60%",
          "numberKind": "percent",
          "actionTitle": "Off-network discovery is hugely underestimated – and 50–60% of it is on digital channels",
          "calloutText": "Recognize the power of non-network digital platforms to drive discovery",
          "numberScale": null,
          "numberValue": 60,
          "metricFamily": "other",
          "numberCurrency": null
        }
      ],
      "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": "019dd95a-14f5-72a3-8b8a-3d9caa5c4e8a",
          "evidence": "'Off-network discovery is hugely underestimated - 50-60% of it is on digital channels'",
          "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": "2026-04-29 13:07:32.858858+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 28,
          "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": "Unexpected Pattern",
            "slug": "unexpected-pattern",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-bc0f-71af-8d32-3c1a2da38c40",
            "version": 1,
            "bodyDocId": null,
            "description": "Breaking a pattern to create surprise and attention",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Storyteller",
          "layer": "slide",
          "agents": [
            "Storyteller"
          ],
          "matchId": "019dd95a-14f5-72a3-8b8a-4255422dac50",
          "evidence": "Word 'underestimated' frames the surprise vs prevailing belief",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 80,
          "extraction": {
            "at": "2026-04-29 13:07:32.858858+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 28,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "frameworks": [
        {
          "matchId": "77b3374a-6d38-48fc-8670-3ccc41d218e4",
          "evidence": "Contrasts 'Industry Myth' with 'Consumer Reality' to drive a strategic recommendation.",
          "framework": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-05-02 19:46:08.704+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 28,
          "frameworkName": "before-after-framing"
        }
      ],
      "arcBeats": [
        {
          "to": 37,
          "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": 23,
          "name": "Solution & Approach",
          "beatId": "019dd95a-0702-74a3-87e0-1f22948572f0",
          "matchId": "019dd95a-0543-7581-99ae-e92c92ec9ca6",
          "beatType": {
            "name": "Solution & Approach",
            "slug": "consultants-gambit-solution-approach",
            "status": "active",
            "canonId": "019dd9b8-071c-7161-9184-580fdac7a4f9",
            "version": 1,
            "description": null
          },
          "evidence": "Lights/Camera: discovery + engagement insights driving the approach",
          "position": 3,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Turn",
            "slug": "turn",
            "status": "active",
            "canonId": "019dd9b8-0396-702b-ac2f-9901f8dd8b54",
            "version": 1,
            "description": "The pivot — solution proposed, catalyst introduced, decision made. Common (15/20 arcs) but not universal: Triple-take, AIDA, PAS, Voyage-return and Pixar substitute it with a strong reflection or development beat."
          },
          "alignedBlockIds": null,
          "matchConfidence": 88
        },
        {
          "to": 43,
          "arc": {
            "name": "The Triple Take",
            "slug": "triple-take",
            "status": "active",
            "bestFor": "Data-driven presentations, research findings",
            "canonId": "019dd956-6221-73ad-bc12-378f8eb1f018",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "The Facts (What) -> The Implications (So What) -> The Action (Now What)",
            "description": null,
            "familyLabel": null
          },
          "from": 23,
          "name": "The Implications (So What)",
          "beatId": "019dd95a-0702-74a3-87e0-2df5adecf56a",
          "matchId": "019dd95a-0543-7581-99ae-ed37dc697ed1",
          "beatType": {
            "name": "The Implications (So What)",
            "slug": "triple-take-the-implications-so-what",
            "status": "active",
            "canonId": "019dd9b8-09c7-75cd-8c7b-ae0e23cca2b8",
            "version": 1,
            "description": null
          },
          "evidence": "Camera: discovery and engagement implications",
          "position": 2,
          "isPrimaryArc": false,
          "parentBeatType": {
            "name": "Reflection",
            "slug": "reflection",
            "status": "active",
            "canonId": "019dd9b8-0510-73fd-8d00-1c7e45f7bc98",
            "version": 1,
            "description": "The \"so what\" beat. Used by analytical arcs (Triple-take, Onion) and learning arcs (Voyage-return, Tragedy)."
          },
          "alignedBlockIds": null,
          "matchConfidence": 80
        }
      ],
      "loops": [
        {
          "to": 33,
          "from": 26,
          "loop": {
            "name": "03_aha_moment",
            "slug": "03-aha-moment",
            "status": "active",
            "bestFor": "Data-heavy sections, research findings, analytical arguments",
            "canonId": "019dd956-66f4-7668-ab25-cec9c996c0bc",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Problem/Question -> What the Data Shows -> The Insight",
            "description": "Establish a tension, present data, then deliver the insight that changes everything",
            "familyLabel": null
          },
          "matchId": "019dd95a-088b-72c8-b7e7-41c0917c9d9e",
          "evidence": "'Off-network discovery hugely underestimated - 50-60% on digital' (p.28) + dance-show case (p.33)",
          "position": 4,
          "objective": "Reveal that digital discovery is hugely underestimated",
          "confidence": 82,
          "extraction": {
            "at": "2026-04-29 13:07:29.689431+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          }
        }
      ],
      "locked": true
    },
    {
      "page": 29,
      "type": "setup",
      "title": "The slide uses a journey-based framework (Discovery -> Interest -> Engagement) at the top right.",
      "function": "present_framework",
      "rawType": "customer_journey",
      "block": null,
      "metadata": {
        "slideType": "customer_journey",
        "slideTypeCanon": {
          "name": "Customer journey",
          "slug": "customer_journey",
          "status": "active",
          "canonId": "019de52d-0966-70ce-afe3-bc7c98ffc8c9",
          "version": 1,
          "description": null
        },
        "function": "present_framework",
        "functionCanon": {
          "name": "Present framework",
          "slug": "present_framework",
          "status": "active",
          "canonId": "019de52d-1403-7667-9100-d2ac6709f750",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 51,
        "componentCount": 7,
        "textChars": 472,
        "nDataPoints": 0,
        "notes": "The slide uses a journey-based framework (Discovery -> Interest -> Engagement) at the top right.",
        "elementsJson": [
          "headline_text",
          "bullet_list",
          "photo",
          "infographic"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:46:05.123+00",
          "seconds": 3.173,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-7e1c9fe1bc87/29",
        "deck": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87#slide-29",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.03,
            "w": 0.35,
            "x": 0.63,
            "y": 0.03
          },
          "kind": "framework",
          "text": "Discovery -> Interest -> Engagement",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Framework",
              "slug": "framework",
              "status": "active",
              "canonId": "019de52c-fa18-77c6-b10a-ccb8277ac0fa",
              "version": 1,
              "description": "Named conceptual framework instance."
            },
            "tool": null,
            "subkind": {
              "name": "Framework instance",
              "slug": "instance",
              "status": "active",
              "canonId": "019de52d-05a2-72af-be0b-7edc60708a03",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "instance",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:05.123+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "70b4bc19-e97c-4b3b-a9f7-fc7f9e8b8f6c",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.8,
            "w": 0.2,
            "x": 0.65,
            "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": "Illustration",
              "slug": "illustration",
              "status": "active",
              "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "illustration",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:05.123+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "58f44959-3bb8-4932-b507-a4b25ee27f1a",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.1,
            "w": 0.4,
            "x": 0.06,
            "y": 0.175
          },
          "kind": "list",
          "text": "Organic chatter – conversations with friends, family and peers are a powerful engine of discovery",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:05.123+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "06f579e9-038b-4ebd-9558-a3d9e40dc991",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.1,
            "w": 0.4,
            "x": 0.06,
            "y": 0.585
          },
          "kind": "list",
          "text": "Video nudges – short- and long-form videos across platforms exert strong influence on discovery",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:05.123+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "2f26775f-697c-4c80-8a45-e75000f3c2ff",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.1,
            "w": 0.4,
            "x": 0.06,
            "y": 0.79
          },
          "kind": "list",
          "text": "Influence of influencers – key emerging channel to build connect and hook viewers to content",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:05.123+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "94a688fe-330b-43e3-9b18-da28a61f78a7",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.1,
            "w": 0.4,
            "x": 0.06,
            "y": 0.38
          },
          "kind": "list",
          "text": "Fan following – online channels like studio/celebrity's official handles etc. can be harnessed to drive discovery",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:05.123+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "cd84ead5-231c-4d1c-afcd-2921b962f0b7",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.04,
            "w": 0.45,
            "x": 0.06,
            "y": 0.06
          },
          "kind": "title",
          "text": "The drivers of digital content discovery",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:05.123+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "37fa92ab-9929-491e-866f-4d0f59a7c8fb",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [
        {
          "matchId": "115f3c09-ebeb-4fbf-9454-a67de6b92371",
          "evidence": "Top right navigation bar showing Discovery, Interest, Engagement stages.",
          "framework": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-05-02 19:46:05.123+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 29,
          "frameworkName": "customer-journey-map"
        }
      ],
      "arcBeats": [
        {
          "to": 37,
          "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": 23,
          "name": "Solution & Approach",
          "beatId": "019dd95a-0702-74a3-87e0-1f22948572f0",
          "matchId": "019dd95a-0543-7581-99ae-e92c92ec9ca6",
          "beatType": {
            "name": "Solution & Approach",
            "slug": "consultants-gambit-solution-approach",
            "status": "active",
            "canonId": "019dd9b8-071c-7161-9184-580fdac7a4f9",
            "version": 1,
            "description": null
          },
          "evidence": "Lights/Camera: discovery + engagement insights driving the approach",
          "position": 3,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Turn",
            "slug": "turn",
            "status": "active",
            "canonId": "019dd9b8-0396-702b-ac2f-9901f8dd8b54",
            "version": 1,
            "description": "The pivot — solution proposed, catalyst introduced, decision made. Common (15/20 arcs) but not universal: Triple-take, AIDA, PAS, Voyage-return and Pixar substitute it with a strong reflection or development beat."
          },
          "alignedBlockIds": null,
          "matchConfidence": 88
        },
        {
          "to": 43,
          "arc": {
            "name": "The Triple Take",
            "slug": "triple-take",
            "status": "active",
            "bestFor": "Data-driven presentations, research findings",
            "canonId": "019dd956-6221-73ad-bc12-378f8eb1f018",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "The Facts (What) -> The Implications (So What) -> The Action (Now What)",
            "description": null,
            "familyLabel": null
          },
          "from": 23,
          "name": "The Implications (So What)",
          "beatId": "019dd95a-0702-74a3-87e0-2df5adecf56a",
          "matchId": "019dd95a-0543-7581-99ae-ed37dc697ed1",
          "beatType": {
            "name": "The Implications (So What)",
            "slug": "triple-take-the-implications-so-what",
            "status": "active",
            "canonId": "019dd9b8-09c7-75cd-8c7b-ae0e23cca2b8",
            "version": 1,
            "description": null
          },
          "evidence": "Camera: discovery and engagement implications",
          "position": 2,
          "isPrimaryArc": false,
          "parentBeatType": {
            "name": "Reflection",
            "slug": "reflection",
            "status": "active",
            "canonId": "019dd9b8-0510-73fd-8d00-1c7e45f7bc98",
            "version": 1,
            "description": "The \"so what\" beat. Used by analytical arcs (Triple-take, Onion) and learning arcs (Voyage-return, Tragedy)."
          },
          "alignedBlockIds": null,
          "matchConfidence": 80
        }
      ],
      "loops": [
        {
          "to": 33,
          "from": 26,
          "loop": {
            "name": "03_aha_moment",
            "slug": "03-aha-moment",
            "status": "active",
            "bestFor": "Data-heavy sections, research findings, analytical arguments",
            "canonId": "019dd956-66f4-7668-ab25-cec9c996c0bc",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Problem/Question -> What the Data Shows -> The Insight",
            "description": "Establish a tension, present data, then deliver the insight that changes everything",
            "familyLabel": null
          },
          "matchId": "019dd95a-088b-72c8-b7e7-41c0917c9d9e",
          "evidence": "'Off-network discovery hugely underestimated - 50-60% on digital' (p.28) + dance-show case (p.33)",
          "position": 4,
          "objective": "Reveal that digital discovery is hugely underestimated",
          "confidence": 82,
          "extraction": {
            "at": "2026-04-29 13:07:29.689431+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          }
        }
      ],
      "locked": true
    },
    {
      "page": 30,
      "type": "setup",
      "title": "The slide uses a customer journey framework (Discovery -> Interest -> Engagement) to contextualize the data.",
      "function": "present_solution",
      "rawType": "customer_journey",
      "block": null,
      "metadata": {
        "slideType": "customer_journey",
        "slideTypeCanon": {
          "name": "Customer journey",
          "slug": "customer_journey",
          "status": "active",
          "canonId": "019de52d-0966-70ce-afe3-bc7c98ffc8c9",
          "version": 1,
          "description": null
        },
        "function": "present_solution",
        "functionCanon": {
          "name": "Present solution",
          "slug": "present_solution",
          "status": "active",
          "canonId": "019de52d-15b8-71da-bd23-2b767850cbce",
          "version": 1,
          "description": null
        },
        "density": "overcrowded",
        "densityScore": 77,
        "componentCount": 9,
        "textChars": 713,
        "nDataPoints": 7,
        "notes": "The slide uses a customer journey framework (Discovery -> Interest -> Engagement) to contextualize the data.",
        "elementsJson": [
          "headline_text",
          "bar_chart_horizontal",
          "icon_grid",
          "callout_box",
          "paragraph"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:46:05.142+00",
          "seconds": 3.049,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-7e1c9fe1bc87/30",
        "deck": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87#slide-30",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.08,
            "w": 0.55,
            "x": 0.375,
            "y": 0.82
          },
          "kind": "callout",
          "text": "Leverage digital to nudge viewer decision-making",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": null,
            "subkind": {
              "name": "Primary callout",
              "slug": "primary",
              "status": "active",
              "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:05.142+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "956b8c38-e3c8-49da-8619-63e31c52949d",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.35,
            "w": 0.45,
            "x": 0.48,
            "y": 0.34
          },
          "kind": "chart",
          "text": "% respondents who research content online to help them make a viewing decision",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Chart",
              "slug": "chart",
              "status": "active",
              "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8",
              "version": 1,
              "description": "Quantitative chart."
            },
            "tool": null,
            "subkind": {
              "name": "Horizontal bar chart",
              "slug": "bar-horizontal",
              "status": "active",
              "canonId": "019de52c-fec4-7221-986b-1cb5f5e84b1f",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bar-horizontal",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:05.142+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "ea1cf926-d685-4dc1-80d8-a5d12f49bcf0",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.31,
            "x": 0.61,
            "y": 0.03
          },
          "kind": "framework",
          "text": "Discovery, Interest, Engagement",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Framework",
              "slug": "framework",
              "status": "active",
              "canonId": "019de52c-fa18-77c6-b10a-ccb8277ac0fa",
              "version": 1,
              "description": "Named conceptual framework instance."
            },
            "tool": null,
            "subkind": {
              "name": "Framework instance",
              "slug": "instance",
              "status": "active",
              "canonId": "019de52d-05a2-72af-be0b-7edc60708a03",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "instance",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:05.142+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "54549536-12fb-4073-b9c4-6582b9b047fa",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.1,
            "x": 0.375,
            "y": 0.45
          },
          "kind": "metric",
          "text": "62%",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": null,
            "subkind": {
              "name": "Big number",
              "slug": "big-number",
              "status": "active",
              "canonId": "019de52c-fc70-70c8-b965-0584548a9204",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "big-number",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:05.142+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "c7e97eb5-8fcd-4f1d-9d40-814872f048e7",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "Percentage of respondents researching content: 62%",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-24 12:48:43+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-acb9-741a-834f-d7d237d382a6",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.55,
            "x": 0.375,
            "y": 0.21
          },
          "kind": "paragraph",
          "text": "Up to 80% of research occurs online, across verticals. On average, 3 digital consumer touchpoints between content discovery and consumption.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:05.142+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "7bb4743e-1689-49ed-b55a-842acd97a9ad",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.35,
            "w": 0.25,
            "x": 0.05,
            "y": 0.37
          },
          "kind": "paragraph",
          "text": "Prevailing view: LTV: Interest can be generated by having higher frequency of touchpoints on own network. OTT and Movie Studios: Decisions are often shaped by multiple online interventions.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:05.142+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "c5b052c6-ddea-4bfb-8132-09160bcbd283",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.5,
            "x": 0.375,
            "y": 0.92
          },
          "kind": "source-note",
          "text": "Source: Industry Expert Interviews; BCG Consumer Content Consumption Survey, October 2022, N = 2,615",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:05.142+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "097b51b5-2e05-487c-a4da-3a9b2a8d3002",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.55,
            "x": 0.375,
            "y": 0.07
          },
          "kind": "title",
          "text": "60%+ consumers seek out information about content before deciding to watch",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:05.142+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "67e03493-42dc-4049-93c5-964366425f00",
          "parentComponentId": null
        }
      ],
      "metrics": [
        {
          "metricRaw": "Percentage of respondents researching content",
          "numberRaw": "62%",
          "numberKind": "percent",
          "actionTitle": "60%+ consumers seek out information about content before deciding to watch",
          "calloutText": "Leverage digital to nudge viewer decision-making",
          "numberScale": null,
          "numberValue": 62,
          "metricFamily": "survey_sentiment",
          "numberCurrency": null
        }
      ],
      "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": "019dd95a-14f5-72a3-8b8a-441c0b4a6a69",
          "evidence": "'60%+ consumers seek out information about content before deciding to watch'",
          "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": 82,
          "extraction": {
            "at": "2026-04-29 13:07:32.858858+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 30,
          "whyItWorks": "Solves two failure modes at once. (1) The buried claim: action titles place the conclusion on the page before any analysis is read, so a busy reader doesn't reverse-engineer it from the chart. (2) The spineless deck: because each title is a claim, slides have to ladder up to the governing thought; logical gaps become visible as topic-shaped titles in a sequence that no longer reads as a story.",
          "antipattern": "Topic labels disguised as titles — Volume by quarter, Key findings, Pricing strategy, Margins have been impacted. No verb, or a passive verb with no agent, or a fact (Revenue grew 12%) without the so-what. Also: titles that overreach the chart's evidence, multi-claim X-grew-but-Y-fell welded titles, and mechanical repetition of the same X-drove-Y template across the deck.",
          "cardinality": null,
          "narrativePurpose": "Forces the deck to carry its argument in the title bar so a senior reader can extract the recommendation without opening a single slide; converts a binder of topics into a navigable pyramid where every slide is a node defending the apex."
        }
      ],
      "frameworks": [
        {
          "matchId": "78cfb5e7-7d15-45b7-aa3e-58bfec3c9820",
          "evidence": "Discovery, Interest, Engagement labels at top of slide",
          "framework": null,
          "confidence": 1,
          "extraction": {
            "at": "2026-05-02 19:46:05.142+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 30,
          "frameworkName": "customer-journey-map"
        }
      ],
      "arcBeats": [
        {
          "to": 37,
          "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": 23,
          "name": "Solution & Approach",
          "beatId": "019dd95a-0702-74a3-87e0-1f22948572f0",
          "matchId": "019dd95a-0543-7581-99ae-e92c92ec9ca6",
          "beatType": {
            "name": "Solution & Approach",
            "slug": "consultants-gambit-solution-approach",
            "status": "active",
            "canonId": "019dd9b8-071c-7161-9184-580fdac7a4f9",
            "version": 1,
            "description": null
          },
          "evidence": "Lights/Camera: discovery + engagement insights driving the approach",
          "position": 3,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Turn",
            "slug": "turn",
            "status": "active",
            "canonId": "019dd9b8-0396-702b-ac2f-9901f8dd8b54",
            "version": 1,
            "description": "The pivot — solution proposed, catalyst introduced, decision made. Common (15/20 arcs) but not universal: Triple-take, AIDA, PAS, Voyage-return and Pixar substitute it with a strong reflection or development beat."
          },
          "alignedBlockIds": null,
          "matchConfidence": 88
        },
        {
          "to": 43,
          "arc": {
            "name": "The Triple Take",
            "slug": "triple-take",
            "status": "active",
            "bestFor": "Data-driven presentations, research findings",
            "canonId": "019dd956-6221-73ad-bc12-378f8eb1f018",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "The Facts (What) -> The Implications (So What) -> The Action (Now What)",
            "description": null,
            "familyLabel": null
          },
          "from": 23,
          "name": "The Implications (So What)",
          "beatId": "019dd95a-0702-74a3-87e0-2df5adecf56a",
          "matchId": "019dd95a-0543-7581-99ae-ed37dc697ed1",
          "beatType": {
            "name": "The Implications (So What)",
            "slug": "triple-take-the-implications-so-what",
            "status": "active",
            "canonId": "019dd9b8-09c7-75cd-8c7b-ae0e23cca2b8",
            "version": 1,
            "description": null
          },
          "evidence": "Camera: discovery and engagement implications",
          "position": 2,
          "isPrimaryArc": false,
          "parentBeatType": {
            "name": "Reflection",
            "slug": "reflection",
            "status": "active",
            "canonId": "019dd9b8-0510-73fd-8d00-1c7e45f7bc98",
            "version": 1,
            "description": "The \"so what\" beat. Used by analytical arcs (Triple-take, Onion) and learning arcs (Voyage-return, Tragedy)."
          },
          "alignedBlockIds": null,
          "matchConfidence": 80
        }
      ],
      "loops": [
        {
          "to": 33,
          "from": 26,
          "loop": {
            "name": "03_aha_moment",
            "slug": "03-aha-moment",
            "status": "active",
            "bestFor": "Data-heavy sections, research findings, analytical arguments",
            "canonId": "019dd956-66f4-7668-ab25-cec9c996c0bc",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Problem/Question -> What the Data Shows -> The Insight",
            "description": "Establish a tension, present data, then deliver the insight that changes everything",
            "familyLabel": null
          },
          "matchId": "019dd95a-088b-72c8-b7e7-41c0917c9d9e",
          "evidence": "'Off-network discovery hugely underestimated - 50-60% on digital' (p.28) + dance-show case (p.33)",
          "position": 4,
          "objective": "Reveal that digital discovery is hugely underestimated",
          "confidence": 82,
          "extraction": {
            "at": "2026-04-29 13:07:29.689431+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          }
        }
      ],
      "locked": true
    },
    {
      "page": 31,
      "type": "analysis",
      "title": "The slide uses a custom dot-plot/diamond-plot hybrid to visualize survey data across different media channels.",
      "function": "analyze_data",
      "rawType": "data_table",
      "block": null,
      "metadata": {
        "slideType": "data_table",
        "slideTypeCanon": {
          "name": "Data table",
          "slug": "data_table",
          "status": "active",
          "canonId": "019de52d-0bbd-71b9-9918-417f904abbf8",
          "version": 1,
          "description": null
        },
        "function": "analyze_data",
        "functionCanon": {
          "name": "Analyze data",
          "slug": "analyze_data",
          "status": "active",
          "canonId": "019de52d-1590-7413-8c82-cc218cff40b4",
          "version": 1,
          "description": null
        },
        "density": "balanced",
        "densityScore": 40,
        "componentCount": 5,
        "textChars": 398,
        "nDataPoints": 17,
        "notes": "The slide uses a custom dot-plot/diamond-plot hybrid to visualize survey data across different media channels.",
        "elementsJson": [
          "headline_text",
          "icon_grid",
          "data_table",
          "footnote"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:46:05.161+00",
          "seconds": 2.905,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-7e1c9fe1bc87/31",
        "deck": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87#slide-31",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.52,
            "w": 0.88,
            "x": 0.06,
            "y": 0.33
          },
          "kind": "chart",
          "text": "Comparison of research activity influence across LTV, OTT, and Movie Studios",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Chart",
              "slug": "chart",
              "status": "active",
              "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8",
              "version": 1,
              "description": "Quantitative chart."
            },
            "tool": null,
            "subkind": {
              "name": "Dot plot",
              "slug": "dot",
              "status": "active",
              "canonId": "019de52d-0235-738b-bd2b-78f8e24d7cb0",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "dot",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:05.161+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "051e89c6-62f6-4234-8025-5d31ae1dcb7c",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "influence on viewer decision-making: 32%",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-24 12:48:43+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-acb9-741a-834f-2a84918bcd55",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.4,
            "x": 0.06,
            "y": 0.9
          },
          "kind": "source-note",
          "text": "1. Includes radio, newspaper, OHH and TV (for Movie Studios and OTT) Source: BCG Consumer Content Consumption Survey, October 2022, N = 2,615",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:05.161+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "abf2a933-0aa9-4df1-861a-0f7b916e627b",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.3,
            "x": 0.06,
            "y": 0.28
          },
          "kind": "subtitle",
          "text": "% respondents doing respective research activity",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Subtitle",
              "slug": "subtitle",
              "status": "active",
              "canonId": "82d821ee-2793-42e7-8f16-c6131385a3ce",
              "version": 1,
              "description": "Header-zone supporting text near the title (= ex body.description with bbox)."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:05.161+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "c29c805b-1134-42e5-b46b-e10c396dbb5c",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.06,
            "w": 0.7,
            "x": 0.06,
            "y": 0.06
          },
          "kind": "title",
          "text": "Within digital, videos have the greatest influence on viewer decision-making across verticals",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:05.161+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "1a8eee75-69f3-491f-8f11-d94c738708b0",
          "parentComponentId": null
        }
      ],
      "metrics": [
        {
          "metricRaw": "influence on viewer decision-making",
          "numberRaw": "32%",
          "numberKind": "percent",
          "actionTitle": "Within digital, videos have the greatest influence on viewer decision-making across verticals",
          "calloutText": null,
          "numberScale": null,
          "numberValue": 32,
          "metricFamily": "other",
          "numberCurrency": null
        }
      ],
      "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": "019dd95a-14f5-72a3-8b8a-48b6fc1a77af",
          "evidence": "'Within digital, videos have the greatest influence on viewer decision-making'",
          "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": "2026-04-29 13:07:32.858858+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 31,
          "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": "Small Multiples",
            "slug": "small-multiples",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-b32d-7586-b368-baa1dd388ed4",
            "version": 1,
            "bodyDocId": null,
            "description": "Repeating similar charts for comparison across categories or time",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Designer",
          "layer": "slide",
          "agents": [
            "Designer"
          ],
          "matchId": "019dd95a-14f5-72a3-8b8a-4f7a3c0f9e4e",
          "evidence": "Same bar layout repeated for LTV / OTT / Movie Studios columns",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 90,
          "extraction": {
            "at": "2026-04-29 13:07:32.858858+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 31,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 37,
          "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": 23,
          "name": "Solution & Approach",
          "beatId": "019dd95a-0702-74a3-87e0-1f22948572f0",
          "matchId": "019dd95a-0543-7581-99ae-e92c92ec9ca6",
          "beatType": {
            "name": "Solution & Approach",
            "slug": "consultants-gambit-solution-approach",
            "status": "active",
            "canonId": "019dd9b8-071c-7161-9184-580fdac7a4f9",
            "version": 1,
            "description": null
          },
          "evidence": "Lights/Camera: discovery + engagement insights driving the approach",
          "position": 3,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Turn",
            "slug": "turn",
            "status": "active",
            "canonId": "019dd9b8-0396-702b-ac2f-9901f8dd8b54",
            "version": 1,
            "description": "The pivot — solution proposed, catalyst introduced, decision made. Common (15/20 arcs) but not universal: Triple-take, AIDA, PAS, Voyage-return and Pixar substitute it with a strong reflection or development beat."
          },
          "alignedBlockIds": null,
          "matchConfidence": 88
        },
        {
          "to": 43,
          "arc": {
            "name": "The Triple Take",
            "slug": "triple-take",
            "status": "active",
            "bestFor": "Data-driven presentations, research findings",
            "canonId": "019dd956-6221-73ad-bc12-378f8eb1f018",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "The Facts (What) -> The Implications (So What) -> The Action (Now What)",
            "description": null,
            "familyLabel": null
          },
          "from": 23,
          "name": "The Implications (So What)",
          "beatId": "019dd95a-0702-74a3-87e0-2df5adecf56a",
          "matchId": "019dd95a-0543-7581-99ae-ed37dc697ed1",
          "beatType": {
            "name": "The Implications (So What)",
            "slug": "triple-take-the-implications-so-what",
            "status": "active",
            "canonId": "019dd9b8-09c7-75cd-8c7b-ae0e23cca2b8",
            "version": 1,
            "description": null
          },
          "evidence": "Camera: discovery and engagement implications",
          "position": 2,
          "isPrimaryArc": false,
          "parentBeatType": {
            "name": "Reflection",
            "slug": "reflection",
            "status": "active",
            "canonId": "019dd9b8-0510-73fd-8d00-1c7e45f7bc98",
            "version": 1,
            "description": "The \"so what\" beat. Used by analytical arcs (Triple-take, Onion) and learning arcs (Voyage-return, Tragedy)."
          },
          "alignedBlockIds": null,
          "matchConfidence": 80
        }
      ],
      "loops": [
        {
          "to": 33,
          "from": 26,
          "loop": {
            "name": "03_aha_moment",
            "slug": "03-aha-moment",
            "status": "active",
            "bestFor": "Data-heavy sections, research findings, analytical arguments",
            "canonId": "019dd956-66f4-7668-ab25-cec9c996c0bc",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Problem/Question -> What the Data Shows -> The Insight",
            "description": "Establish a tension, present data, then deliver the insight that changes everything",
            "familyLabel": null
          },
          "matchId": "019dd95a-088b-72c8-b7e7-41c0917c9d9e",
          "evidence": "'Off-network discovery hugely underestimated - 50-60% on digital' (p.28) + dance-show case (p.33)",
          "position": 4,
          "objective": "Reveal that digital discovery is hugely underestimated",
          "confidence": 82,
          "extraction": {
            "at": "2026-04-29 13:07:29.689431+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          }
        }
      ],
      "locked": true
    },
    {
      "page": 32,
      "type": "analysis",
      "title": "The slide uses a 'nudge' framework in the footer callout.",
      "function": "analyze_data",
      "rawType": "data_table",
      "block": null,
      "metadata": {
        "slideType": "data_table",
        "slideTypeCanon": {
          "name": "Data table",
          "slug": "data_table",
          "status": "active",
          "canonId": "019de52d-0bbd-71b9-9918-417f904abbf8",
          "version": 1,
          "description": null
        },
        "function": "analyze_data",
        "functionCanon": {
          "name": "Analyze data",
          "slug": "analyze_data",
          "status": "active",
          "canonId": "019de52d-1590-7413-8c82-cc218cff40b4",
          "version": 1,
          "description": null
        },
        "density": "balanced",
        "densityScore": 49,
        "componentCount": 6,
        "textChars": 451,
        "nDataPoints": 12,
        "notes": "The slide uses a 'nudge' framework in the footer callout.",
        "elementsJson": [
          "data_table",
          "icon_grid",
          "callout_box"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:46:09.457+00",
          "seconds": 7.158,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-7e1c9fe1bc87/32",
        "deck": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87#slide-32",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.07,
            "w": 0.9,
            "x": 0.05,
            "y": 0.83
          },
          "kind": "callout",
          "text": "Develop content across high-preference information areas to nudge decision-making",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": null,
            "subkind": {
              "name": "Primary callout",
              "slug": "primary",
              "status": "active",
              "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:09.457+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "2efa6daf-72d7-4499-8c1c-bf9e0992217c",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "percentage of respondents: 28%",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-24 12:48:43+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-acb9-741a-8350-0cab8b88c736",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.04,
            "w": 0.4,
            "x": 0.05,
            "y": 0.91
          },
          "kind": "source-note",
          "text": "Note: Comparison shown for OTT Movies, TV Movies and Cinema. Source: BCG Consumer Content Consumption Survey, October 2022, N = 2,615",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:09.457+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "d7aa1fd3-203a-4635-9cfe-286edfe8f6ab",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.4,
            "w": 0.9,
            "x": 0.05,
            "y": 0.38
          },
          "kind": "table",
          "text": "Comparison of information preferences across LTV, OTT, and Movie Studios",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Table",
              "slug": "table",
              "status": "active",
              "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28",
              "version": 1,
              "description": "Tabular data layout."
            },
            "tool": null,
            "subkind": {
              "name": "Data table",
              "slug": "data",
              "status": "active",
              "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "data",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:09.457+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "24bad953-7875-4954-a1c8-837b2ccd3635",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.56,
            "x": 0.22,
            "y": 0.16
          },
          "kind": "title",
          "text": "Content trailers/teasers are most sought-after across verticals",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Action title",
              "slug": "action-title",
              "status": "active",
              "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "action-title",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:09.457+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "693d5ac0-f272-46ef-b211-ac5aeb4eb048",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.9,
            "x": 0.05,
            "y": 0.07
          },
          "kind": "title",
          "text": "Consumers seek similar information across verticals, but priorities vary",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:09.457+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "96cb7ca6-6f51-4662-81cc-b1d69440d901",
          "parentComponentId": null
        }
      ],
      "metrics": [
        {
          "metricRaw": "percentage of respondents",
          "numberRaw": "28%",
          "numberKind": "percent",
          "actionTitle": "Consumers seek similar information across verticals, but priorities vary",
          "calloutText": "Develop content across high-preference information areas to nudge decision-making",
          "numberScale": null,
          "numberValue": 28,
          "metricFamily": "survey_sentiment",
          "numberCurrency": null
        }
      ],
      "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": "019dd95a-14f5-72a3-8b8a-51c99e2357fa",
          "evidence": "'Consumers seek similar information across verticals, but priorities vary'",
          "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": 80,
          "extraction": {
            "at": "2026-04-29 13:07:32.858858+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 32,
          "whyItWorks": "Solves two failure modes at once. (1) The buried claim: action titles place the conclusion on the page before any analysis is read, so a busy reader doesn't reverse-engineer it from the chart. (2) The spineless deck: because each title is a claim, slides have to ladder up to the governing thought; logical gaps become visible as topic-shaped titles in a sequence that no longer reads as a story.",
          "antipattern": "Topic labels disguised as titles — Volume by quarter, Key findings, Pricing strategy, Margins have been impacted. No verb, or a passive verb with no agent, or a fact (Revenue grew 12%) without the so-what. Also: titles that overreach the chart's evidence, multi-claim X-grew-but-Y-fell welded titles, and mechanical repetition of the same X-drove-Y template across the deck.",
          "cardinality": null,
          "narrativePurpose": "Forces the deck to carry its argument in the title bar so a senior reader can extract the recommendation without opening a single slide; converts a binder of topics into a navigable pyramid where every slide is a node defending the apex."
        }
      ],
      "frameworks": [
        {
          "matchId": "b4900f38-9622-4644-8c12-d34c8e2b6824",
          "evidence": "Develop content across high-preference information areas to nudge decision-making",
          "framework": null,
          "confidence": 1,
          "extraction": {
            "at": "2026-05-02 19:46:09.457+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 32,
          "frameworkName": "nudge"
        }
      ],
      "arcBeats": [
        {
          "to": 37,
          "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": 23,
          "name": "Solution & Approach",
          "beatId": "019dd95a-0702-74a3-87e0-1f22948572f0",
          "matchId": "019dd95a-0543-7581-99ae-e92c92ec9ca6",
          "beatType": {
            "name": "Solution & Approach",
            "slug": "consultants-gambit-solution-approach",
            "status": "active",
            "canonId": "019dd9b8-071c-7161-9184-580fdac7a4f9",
            "version": 1,
            "description": null
          },
          "evidence": "Lights/Camera: discovery + engagement insights driving the approach",
          "position": 3,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Turn",
            "slug": "turn",
            "status": "active",
            "canonId": "019dd9b8-0396-702b-ac2f-9901f8dd8b54",
            "version": 1,
            "description": "The pivot — solution proposed, catalyst introduced, decision made. Common (15/20 arcs) but not universal: Triple-take, AIDA, PAS, Voyage-return and Pixar substitute it with a strong reflection or development beat."
          },
          "alignedBlockIds": null,
          "matchConfidence": 88
        },
        {
          "to": 43,
          "arc": {
            "name": "The Triple Take",
            "slug": "triple-take",
            "status": "active",
            "bestFor": "Data-driven presentations, research findings",
            "canonId": "019dd956-6221-73ad-bc12-378f8eb1f018",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "The Facts (What) -> The Implications (So What) -> The Action (Now What)",
            "description": null,
            "familyLabel": null
          },
          "from": 23,
          "name": "The Implications (So What)",
          "beatId": "019dd95a-0702-74a3-87e0-2df5adecf56a",
          "matchId": "019dd95a-0543-7581-99ae-ed37dc697ed1",
          "beatType": {
            "name": "The Implications (So What)",
            "slug": "triple-take-the-implications-so-what",
            "status": "active",
            "canonId": "019dd9b8-09c7-75cd-8c7b-ae0e23cca2b8",
            "version": 1,
            "description": null
          },
          "evidence": "Camera: discovery and engagement implications",
          "position": 2,
          "isPrimaryArc": false,
          "parentBeatType": {
            "name": "Reflection",
            "slug": "reflection",
            "status": "active",
            "canonId": "019dd9b8-0510-73fd-8d00-1c7e45f7bc98",
            "version": 1,
            "description": "The \"so what\" beat. Used by analytical arcs (Triple-take, Onion) and learning arcs (Voyage-return, Tragedy)."
          },
          "alignedBlockIds": null,
          "matchConfidence": 80
        }
      ],
      "loops": [
        {
          "to": 33,
          "from": 26,
          "loop": {
            "name": "03_aha_moment",
            "slug": "03-aha-moment",
            "status": "active",
            "bestFor": "Data-heavy sections, research findings, analytical arguments",
            "canonId": "019dd956-66f4-7668-ab25-cec9c996c0bc",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Problem/Question -> What the Data Shows -> The Insight",
            "description": "Establish a tension, present data, then deliver the insight that changes everything",
            "familyLabel": null
          },
          "matchId": "019dd95a-088b-72c8-b7e7-41c0917c9d9e",
          "evidence": "'Off-network discovery hugely underestimated - 50-60% on digital' (p.28) + dance-show case (p.33)",
          "position": 4,
          "objective": "Reveal that digital discovery is hugely underestimated",
          "confidence": 82,
          "extraction": {
            "at": "2026-04-29 13:07:29.689431+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          }
        }
      ],
      "locked": true
    },
    {
      "page": 33,
      "type": "evidence",
      "title": "The slide uses a 4-column layout to detail specific marketing tactics, followed by a key outcome metric.",
      "function": "illustrate_case",
      "rawType": "case_study",
      "block": null,
      "metadata": {
        "slideType": "case_study",
        "slideTypeCanon": {
          "name": "Case study",
          "slug": "case_study",
          "status": "active",
          "canonId": "019de52d-0b95-7344-8090-926f3b8e92c8",
          "version": 1,
          "description": null
        },
        "function": "illustrate_case",
        "functionCanon": {
          "name": "Illustrate case",
          "slug": "illustrate_case",
          "status": "active",
          "canonId": "019de52d-13b4-772c-bb73-1873612a7463",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 55,
        "componentCount": 7,
        "textChars": 464,
        "nDataPoints": 2,
        "notes": "The slide uses a 4-column layout to detail specific marketing tactics, followed by a key outcome metric.",
        "elementsJson": [
          "icon_grid",
          "infographic",
          "big_number"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:46:05.298+00",
          "seconds": 2.974,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-7e1c9fe1bc87/33",
        "deck": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87#slide-33",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "2nd highest rated reality show in India and among top 20 shows within a week of launch",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-24 12:48:43+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-acb9-741a-834f-b4f10dcc3351",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.25,
            "w": 0.86,
            "x": 0.07,
            "y": 0.41
          },
          "kind": "list",
          "text": "Driving online mentions through the metaverse; Publicizing title track using AR dance classes; Dance challenges for influencers; Hashtag led challenges across cities",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:05.298+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "0e6876bd-3c7d-4845-97cc-9f58b9fa7608",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.4,
            "x": 0.35,
            "y": 0.79
          },
          "kind": "metric",
          "text": "2nd highest rated reality show in India",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": null,
            "subkind": {
              "name": "Big number",
              "slug": "big-number",
              "status": "active",
              "canonId": "019de52c-fc70-70c8-b965-0584548a9204",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "big-number",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:05.298+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "a338aebd-a172-42ff-9714-1038f2ac91cf",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "show ranking: 2nd",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-24 12:48:43+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-acb9-741a-834f-b9b17b0722b5",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.25,
            "x": 0.07,
            "y": 0.92
          },
          "kind": "source-note",
          "text": "Source: Industry & Press Reports; BCG Analysis",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:05.298+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "130f63fc-7533-4c82-ad7c-a1ee675f52d6",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.75,
            "x": 0.08,
            "y": 0.12
          },
          "kind": "title",
          "text": "Leveraging external channels in a 360° marketing campaign for a dance reality show",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Action title",
              "slug": "action-title",
              "status": "active",
              "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "action-title",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:05.298+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "a30a46c9-c8a0-4ab9-b97b-0bd12f0b8a26",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.35,
            "x": 0.08,
            "y": 0.09
          },
          "kind": "title",
          "text": "Case study: Indian LTV player",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:05.298+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "da062a71-0b95-4732-9290-4d59398b2145",
          "parentComponentId": null
        }
      ],
      "metrics": [
        {
          "metricRaw": "show ranking",
          "numberRaw": "2nd",
          "numberKind": "plain",
          "actionTitle": "Leveraging external channels in a 360° marketing campaign for a dance reality show",
          "calloutText": "2nd highest rated reality show in India and among top 20 shows within a week of launch",
          "numberScale": null,
          "numberValue": 2,
          "metricFamily": "index_score",
          "numberCurrency": null
        }
      ],
      "tools": [
        {
          "tool": {
            "name": "Sinatra Test",
            "slug": "sinatra-test",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-be4a-775f-8038-d4e7e58dfc5a",
            "version": 1,
            "bodyDocId": null,
            "description": "If you can make it there, you can make it anywhere - using flagship example",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Storyteller",
          "layer": "slide",
          "agents": [
            "Storyteller"
          ],
          "matchId": "019dd95a-14f5-72a3-8b8a-545ec3ba3019",
          "evidence": "Flagship case: dance reality show '2nd highest rated... top 20 within a week'",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 85,
          "extraction": {
            "at": "2026-04-29 13:07:32.858858+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 33,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "Story Moments",
            "slug": "story-moments",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-ae4e-768d-a18b-108e6cda511e",
            "version": 1,
            "bodyDocId": null,
            "description": "Design key emotional beats: The Shock, The Vision, The Proof, The Choice, The Call",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Storyteller",
          "layer": "slide",
          "agents": [
            "Storyteller"
          ],
          "matchId": "019dd95a-14f5-72a3-8b8a-58cb00a7cbb3",
          "evidence": "Single-deck case study presented as proof beat",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 70,
          "extraction": {
            "at": "2026-04-29 13:07:32.858858+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 33,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 37,
          "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": 23,
          "name": "Solution & Approach",
          "beatId": "019dd95a-0702-74a3-87e0-1f22948572f0",
          "matchId": "019dd95a-0543-7581-99ae-e92c92ec9ca6",
          "beatType": {
            "name": "Solution & Approach",
            "slug": "consultants-gambit-solution-approach",
            "status": "active",
            "canonId": "019dd9b8-071c-7161-9184-580fdac7a4f9",
            "version": 1,
            "description": null
          },
          "evidence": "Lights/Camera: discovery + engagement insights driving the approach",
          "position": 3,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Turn",
            "slug": "turn",
            "status": "active",
            "canonId": "019dd9b8-0396-702b-ac2f-9901f8dd8b54",
            "version": 1,
            "description": "The pivot — solution proposed, catalyst introduced, decision made. Common (15/20 arcs) but not universal: Triple-take, AIDA, PAS, Voyage-return and Pixar substitute it with a strong reflection or development beat."
          },
          "alignedBlockIds": null,
          "matchConfidence": 88
        },
        {
          "to": 43,
          "arc": {
            "name": "The Triple Take",
            "slug": "triple-take",
            "status": "active",
            "bestFor": "Data-driven presentations, research findings",
            "canonId": "019dd956-6221-73ad-bc12-378f8eb1f018",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "The Facts (What) -> The Implications (So What) -> The Action (Now What)",
            "description": null,
            "familyLabel": null
          },
          "from": 23,
          "name": "The Implications (So What)",
          "beatId": "019dd95a-0702-74a3-87e0-2df5adecf56a",
          "matchId": "019dd95a-0543-7581-99ae-ed37dc697ed1",
          "beatType": {
            "name": "The Implications (So What)",
            "slug": "triple-take-the-implications-so-what",
            "status": "active",
            "canonId": "019dd9b8-09c7-75cd-8c7b-ae0e23cca2b8",
            "version": 1,
            "description": null
          },
          "evidence": "Camera: discovery and engagement implications",
          "position": 2,
          "isPrimaryArc": false,
          "parentBeatType": {
            "name": "Reflection",
            "slug": "reflection",
            "status": "active",
            "canonId": "019dd9b8-0510-73fd-8d00-1c7e45f7bc98",
            "version": 1,
            "description": "The \"so what\" beat. Used by analytical arcs (Triple-take, Onion) and learning arcs (Voyage-return, Tragedy)."
          },
          "alignedBlockIds": null,
          "matchConfidence": 80
        }
      ],
      "loops": [
        {
          "to": 33,
          "from": 26,
          "loop": {
            "name": "03_aha_moment",
            "slug": "03-aha-moment",
            "status": "active",
            "bestFor": "Data-heavy sections, research findings, analytical arguments",
            "canonId": "019dd956-66f4-7668-ab25-cec9c996c0bc",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Problem/Question -> What the Data Shows -> The Insight",
            "description": "Establish a tension, present data, then deliver the insight that changes everything",
            "familyLabel": null
          },
          "matchId": "019dd95a-088b-72c8-b7e7-41c0917c9d9e",
          "evidence": "'Off-network discovery hugely underestimated - 50-60% on digital' (p.28) + dance-show case (p.33)",
          "position": 4,
          "objective": "Reveal that digital discovery is hugely underestimated",
          "confidence": 82,
          "extraction": {
            "at": "2026-04-29 13:07:29.689431+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          }
        }
      ],
      "locked": true
    },
    {
      "page": 34,
      "type": "analysis",
      "title": "Uses a 'Myth vs Reality' framing to challenge industry assumptions.",
      "function": "diagnose",
      "rawType": "comparison_table",
      "block": null,
      "metadata": {
        "slideType": "comparison_table",
        "slideTypeCanon": {
          "name": "Comparison table",
          "slug": "comparison_table",
          "status": "active",
          "canonId": "019de52d-0a06-73f8-8813-fe022fab1de2",
          "version": 1,
          "description": null
        },
        "function": "diagnose",
        "functionCanon": {
          "name": "Diagnose",
          "slug": "diagnose",
          "status": "active",
          "canonId": "019de52d-1657-7223-acc5-7437d878c850",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 58,
        "componentCount": 7,
        "textChars": 520,
        "nDataPoints": 4,
        "notes": "Uses a 'Myth vs Reality' framing to challenge industry assumptions.",
        "elementsJson": [
          "headline_text",
          "bullet_list",
          "big_number",
          "icon_grid",
          "photo"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:46:05.016+00",
          "seconds": 2.606,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-7e1c9fe1bc87/34",
        "deck": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87#slide-34",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "Digital engagement significant even for LTV",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-24 12:48:43+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-acb9-741a-834f-743da7534a5f",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.45,
            "w": 0.48,
            "x": 0.47,
            "y": 0.33
          },
          "kind": "chart",
          "text": "Digital engagement significant even for LTV",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Chart",
              "slug": "chart",
              "status": "active",
              "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8",
              "version": 1,
              "description": "Quantitative chart."
            },
            "tool": null,
            "subkind": {
              "name": "Dot plot",
              "slug": "dot",
              "status": "active",
              "canonId": "019de52d-0235-738b-bd2b-78f8e24d7cb0",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "dot",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:05.016+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "0d6ed6a0-80c3-498a-97a2-65d133b9033a",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.35,
            "w": 0.28,
            "x": 0.04,
            "y": 0.37
          },
          "kind": "list",
          "text": "Prevailing view: LTV passive consumer involvement; Limited scope for digital influence; OTT and Movie Studios audiences engage online.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:05.016+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "771f1f07-8fbd-4921-b4ce-885074624ad7",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "respondents actively engaged and digitally influenced: 48%",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-24 12:48:43+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-acb9-741a-834f-7990fa5a1fd4",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.23,
            "x": 0.08,
            "y": 0.06
          },
          "kind": "paragraph",
          "text": "Limited online post-watch engagement for LTV content",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:05.016+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "f67b6c95-4483-4780-a2d1-9bf90f9841ce",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.42,
            "x": 0.37,
            "y": 0.92
          },
          "kind": "source-note",
          "text": "Source: Industry Expert Interviews; BCG Consumer Content Consumption Survey, October 2022, N = 2,615",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:05.016+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "b17a67ce-4040-4351-85d2-f753c36a673b",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.07,
            "w": 0.58,
            "x": 0.37,
            "y": 0.06
          },
          "kind": "title",
          "text": "~50% viewers engage with content – and 35–50% of this occurs digitally across verticals...",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:05.016+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "bbd379a9-9000-4cf8-8918-3826d69ebafa",
          "parentComponentId": null
        }
      ],
      "metrics": [
        {
          "metricRaw": "respondents actively engaged and digitally influenced",
          "numberRaw": "48%",
          "numberKind": "percent",
          "actionTitle": "~50% viewers engage with content – and 35–50% of this occurs digitally across verticals...",
          "calloutText": "Digital engagement significant even for LTV",
          "numberScale": null,
          "numberValue": 48,
          "metricFamily": "survey_sentiment",
          "numberCurrency": null
        }
      ],
      "tools": [
        {
          "tool": {
            "name": "Causal Chain",
            "slug": "causal-chain",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-9e98-7269-907b-8cf727e9499d",
            "version": 1,
            "bodyDocId": null,
            "description": "Showing how one event leads to another in sequence",
            "familyLabel": null,
            "categoryName": "Loop",
            "categorySlug": "loop"
          },
          "agent": "Architect",
          "layer": "loop",
          "agents": [
            "Architect"
          ],
          "matchId": "019dd95a-14f5-72a3-8b8a-62af677604de",
          "evidence": "Opens chain engagement -> watch time -> churn that pp.36-37 complete",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 65,
          "extraction": {
            "at": "2026-04-29 13:07:32.858858+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 34,
          "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": "019dd95a-14f5-72a3-8b8a-5ff212a583f6",
          "evidence": "'~50% viewers engage with content - 35-50% occurs digitally'",
          "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": 82,
          "extraction": {
            "at": "2026-04-29 13:07:32.858858+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 34,
          "whyItWorks": "Solves two failure modes at once. (1) The buried claim: action titles place the conclusion on the page before any analysis is read, so a busy reader doesn't reverse-engineer it from the chart. (2) The spineless deck: because each title is a claim, slides have to ladder up to the governing thought; logical gaps become visible as topic-shaped titles in a sequence that no longer reads as a story.",
          "antipattern": "Topic labels disguised as titles — Volume by quarter, Key findings, Pricing strategy, Margins have been impacted. No verb, or a passive verb with no agent, or a fact (Revenue grew 12%) without the so-what. Also: titles that overreach the chart's evidence, multi-claim X-grew-but-Y-fell welded titles, and mechanical repetition of the same X-drove-Y template across the deck.",
          "cardinality": null,
          "narrativePurpose": "Forces the deck to carry its argument in the title bar so a senior reader can extract the recommendation without opening a single slide; converts a binder of topics into a navigable pyramid where every slide is a node defending the apex."
        }
      ],
      "frameworks": [
        {
          "matchId": "dd1791f9-b771-48eb-836b-c53a2fc676cd",
          "evidence": "Contrasts 'Industry Myth' with 'Consumer Reality' to shift perspective.",
          "framework": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-05-02 19:46:05.016+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 34,
          "frameworkName": "before-after-framing"
        }
      ],
      "arcBeats": [
        {
          "to": 37,
          "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": 23,
          "name": "Solution & Approach",
          "beatId": "019dd95a-0702-74a3-87e0-1f22948572f0",
          "matchId": "019dd95a-0543-7581-99ae-e92c92ec9ca6",
          "beatType": {
            "name": "Solution & Approach",
            "slug": "consultants-gambit-solution-approach",
            "status": "active",
            "canonId": "019dd9b8-071c-7161-9184-580fdac7a4f9",
            "version": 1,
            "description": null
          },
          "evidence": "Lights/Camera: discovery + engagement insights driving the approach",
          "position": 3,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Turn",
            "slug": "turn",
            "status": "active",
            "canonId": "019dd9b8-0396-702b-ac2f-9901f8dd8b54",
            "version": 1,
            "description": "The pivot — solution proposed, catalyst introduced, decision made. Common (15/20 arcs) but not universal: Triple-take, AIDA, PAS, Voyage-return and Pixar substitute it with a strong reflection or development beat."
          },
          "alignedBlockIds": null,
          "matchConfidence": 88
        },
        {
          "to": 43,
          "arc": {
            "name": "The Triple Take",
            "slug": "triple-take",
            "status": "active",
            "bestFor": "Data-driven presentations, research findings",
            "canonId": "019dd956-6221-73ad-bc12-378f8eb1f018",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "The Facts (What) -> The Implications (So What) -> The Action (Now What)",
            "description": null,
            "familyLabel": null
          },
          "from": 23,
          "name": "The Implications (So What)",
          "beatId": "019dd95a-0702-74a3-87e0-2df5adecf56a",
          "matchId": "019dd95a-0543-7581-99ae-ed37dc697ed1",
          "beatType": {
            "name": "The Implications (So What)",
            "slug": "triple-take-the-implications-so-what",
            "status": "active",
            "canonId": "019dd9b8-09c7-75cd-8c7b-ae0e23cca2b8",
            "version": 1,
            "description": null
          },
          "evidence": "Camera: discovery and engagement implications",
          "position": 2,
          "isPrimaryArc": false,
          "parentBeatType": {
            "name": "Reflection",
            "slug": "reflection",
            "status": "active",
            "canonId": "019dd9b8-0510-73fd-8d00-1c7e45f7bc98",
            "version": 1,
            "description": "The \"so what\" beat. Used by analytical arcs (Triple-take, Onion) and learning arcs (Voyage-return, Tragedy)."
          },
          "alignedBlockIds": null,
          "matchConfidence": 80
        }
      ],
      "loops": [
        {
          "to": 37,
          "from": 34,
          "loop": {
            "name": "06_zoom_in",
            "slug": "06-zoom-in",
            "status": "active",
            "bestFor": "Technical deep-dives, case studies, detailed analysis",
            "canonId": "019dd956-6846-74db-82be-dff5b058b072",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Big Picture -> Key Area of Focus -> Specific Detail -> Implication",
            "description": "Start broad, then progressively focus on specific details that prove your point",
            "familyLabel": null
          },
          "matchId": "019dd95a-088b-72c8-b7e7-45c527f858f0",
          "evidence": "Higher digital engagement -> higher watch times -> churn reduction (pp.34-37)",
          "position": 5,
          "objective": "Zoom into digital engagement and its causal link to watch time / churn",
          "confidence": 76,
          "extraction": {
            "at": "2026-04-29 13:07:29.689431+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          }
        }
      ],
      "locked": true
    },
    {
      "page": 35,
      "type": "resolution",
      "title": "The slide uses a 'Consumer Reality' vertical label and a 'Discovery > Interest > Engagement' process header.",
      "function": "quantify_impact",
      "rawType": "key_takeaways",
      "block": null,
      "metadata": {
        "slideType": "key_takeaways",
        "slideTypeCanon": {
          "name": "Key takeaways",
          "slug": "key_takeaways",
          "status": "active",
          "canonId": "019de52d-06e7-7674-a891-9f7de3b11b6d",
          "version": 1,
          "description": null
        },
        "function": "quantify_impact",
        "functionCanon": {
          "name": "Quantify impact",
          "slug": "quantify_impact",
          "status": "active",
          "canonId": "019de52d-1630-720d-b57d-fa7f76bebd8d",
          "version": 1,
          "description": null
        },
        "density": "overcrowded",
        "densityScore": 83,
        "componentCount": 12,
        "textChars": 704,
        "nDataPoints": 8,
        "notes": "The slide uses a 'Consumer Reality' vertical label and a 'Discovery > Interest > Engagement' process header.",
        "elementsJson": [
          "bar_chart_stacked",
          "big_number",
          "callout_box",
          "icon_grid"
        ],
        "confidence": 0.95,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:46:06.817+00",
          "seconds": 3.953,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-7e1c9fe1bc87/35",
        "deck": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87#slide-35",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.1,
            "w": 0.4,
            "x": 0.52,
            "y": 0.82
          },
          "kind": "callout",
          "text": "Important to re-engage with audiences and explore scope to monetize content through publishers",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": null,
            "subkind": {
              "name": "Primary callout",
              "slug": "primary",
              "status": "active",
              "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:06.817+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "677c0cc3-1355-42d5-957f-f450ef54bea1",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.1,
            "w": 0.4,
            "x": 0.06,
            "y": 0.82
          },
          "kind": "callout",
          "text": "Propagate engagement-driving content and foster online communities for user-generated content",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": null,
            "subkind": {
              "name": "Primary callout",
              "slug": "primary",
              "status": "active",
              "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:06.817+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "b0100ca9-39d3-4778-8bb3-73365fb7d13c",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "callout",
          "text": "Within digital engagement, 85%+ consumers consume short clips of watched shows",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-24 12:48:43+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-acb9-741a-8350-244c502edd78",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.3,
            "w": 0.4,
            "x": 0.06,
            "y": 0.27
          },
          "kind": "chart",
          "text": "Sources of digital engagement activities",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Chart",
              "slug": "chart",
              "status": "active",
              "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8",
              "version": 1,
              "description": "Quantitative chart."
            },
            "tool": null,
            "subkind": {
              "name": "Stacked bar chart",
              "slug": "bar-stacked",
              "status": "active",
              "canonId": "019de52c-feec-74bf-9028-15b74f84f0a7",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bar-stacked",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:06.817+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "d642fe99-ee40-4d55-896d-f93629d52ab8",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.5,
            "x": 0.06,
            "y": 0.92
          },
          "kind": "disclaimer",
          "text": "Source: Industry Expert Interviews; BCG Consumer Content Consumption Survey, October 2022, N = 2,615",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Disclaimer",
              "slug": "disclaimer",
              "status": "active",
              "canonId": "91173477-d91f-4024-bbaf-d4f93e3f82dc",
              "version": 1,
              "description": "Legal/cautionary text that occupies most of the body of its slide."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:06.817+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "a94ff886-439f-403f-aa4f-6a2a2cc9e57a",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.1,
            "w": 0.3,
            "x": 0.06,
            "y": 0.65
          },
          "kind": "legend",
          "text": "Industry-generated content vs User-generated content",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Legend",
              "slug": "legend",
              "status": "active",
              "canonId": "31361933-3d22-4c70-bbad-0801e9fffc0c",
              "version": 1,
              "description": "Color/symbol decoder placed adjacent to a chart or diagram."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:06.817+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "e36c07b0-b19c-492b-b4bb-c28afc7a3394",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.4,
            "x": 0.52,
            "y": 0.18
          },
          "kind": "list",
          "text": "Within digital engagement, 85%+ consumers consume short clips of watched shows",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:06.817+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "40cecd85-d93e-431c-92e0-514be243ab7e",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.4,
            "x": 0.06,
            "y": 0.18
          },
          "kind": "list",
          "text": "LTV under-indexed on industry-generated digital engagement activities",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:06.817+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "54e0281a-074d-4c6a-9dc6-43a720c8c9c1",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.1,
            "w": 0.1,
            "x": 0.54,
            "y": 0.55
          },
          "kind": "metric",
          "text": "32%",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": null,
            "subkind": {
              "name": "Big number",
              "slug": "big-number",
              "status": "active",
              "canonId": "019de52c-fc70-70c8-b965-0584548a9204",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "big-number",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:06.817+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "bba275da-caad-4a73-a84f-71e481eced3c",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.1,
            "w": 0.1,
            "x": 0.54,
            "y": 0.3
          },
          "kind": "metric",
          "text": "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": null,
            "subkind": {
              "name": "Big number",
              "slug": "big-number",
              "status": "active",
              "canonId": "019de52c-fc70-70c8-b965-0584548a9204",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "big-number",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:06.817+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "d09339f2-9c71-4ed5-ae2c-f40edd3451c9",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "Digital engagement: 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": "2026-04-24 12:48:43+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-acb9-741a-8350-2b50c1bd7fb3",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.9,
            "x": 0.05,
            "y": 0.06
          },
          "kind": "title",
          "text": "...though digital engagement in LTV is driven by user-generated content",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:06.817+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "9d173999-c96f-4d1e-95dc-e2bb63cb246d",
          "parentComponentId": null
        }
      ],
      "metrics": [
        {
          "metricRaw": "Digital engagement",
          "numberRaw": "55%",
          "numberKind": "percent",
          "actionTitle": "...though digital engagement in LTV is driven by user-generated content",
          "calloutText": "Within digital engagement, 85%+ consumers consume short clips of watched shows",
          "numberScale": null,
          "numberValue": 55,
          "metricFamily": "other",
          "numberCurrency": null
        }
      ],
      "tools": [
        {
          "tool": {
            "name": "2x2 matrix",
            "slug": "matrix-2x2",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd9e1-50ab-72d1-8afb-3ab0a38e32a8",
            "version": 1,
            "bodyDocId": null,
            "description": "BCG matrix, importance/urgency, any axes-and-quadrants frame.",
            "familyLabel": null,
            "categoryName": null,
            "categorySlug": null
          },
          "agent": null,
          "layer": "slide",
          "agents": null,
          "matchId": "bec0d371-1a91-4493-804a-4a94de94ae55",
          "evidence": "legend: Industry-generated content vs User-generated content",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.5,
          "extraction": {
            "at": "2026-07-16 21:04:25.971709+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 35,
          "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": "019dd95a-14f5-72a3-8b8a-6408e620f980",
          "evidence": "'digital engagement in LTV is driven by user-generated content'",
          "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": 75,
          "extraction": {
            "at": "2026-04-29 13:07:32.858858+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 35,
          "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": "Audience Segmentation",
            "slug": "audience-segmentation",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-8079-7046-8e6b-ecdf1bf15590",
            "version": 1,
            "bodyDocId": null,
            "description": "Grouping audience by attitude toward your message: Champions, Neutrals, Skeptics",
            "familyLabel": null,
            "categoryName": "Block",
            "categorySlug": "block"
          },
          "agent": "Storyteller",
          "layer": "slide",
          "agents": [
            "Storyteller"
          ],
          "matchId": "2e6d66aa-8dde-4efb-94c2-c01fc38fef13",
          "evidence": "85%+ consumers consume short clips of watched shows",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 21:04:25.93853+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 35,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 37,
          "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": 23,
          "name": "Solution & Approach",
          "beatId": "019dd95a-0702-74a3-87e0-1f22948572f0",
          "matchId": "019dd95a-0543-7581-99ae-e92c92ec9ca6",
          "beatType": {
            "name": "Solution & Approach",
            "slug": "consultants-gambit-solution-approach",
            "status": "active",
            "canonId": "019dd9b8-071c-7161-9184-580fdac7a4f9",
            "version": 1,
            "description": null
          },
          "evidence": "Lights/Camera: discovery + engagement insights driving the approach",
          "position": 3,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Turn",
            "slug": "turn",
            "status": "active",
            "canonId": "019dd9b8-0396-702b-ac2f-9901f8dd8b54",
            "version": 1,
            "description": "The pivot — solution proposed, catalyst introduced, decision made. Common (15/20 arcs) but not universal: Triple-take, AIDA, PAS, Voyage-return and Pixar substitute it with a strong reflection or development beat."
          },
          "alignedBlockIds": null,
          "matchConfidence": 88
        },
        {
          "to": 43,
          "arc": {
            "name": "The Triple Take",
            "slug": "triple-take",
            "status": "active",
            "bestFor": "Data-driven presentations, research findings",
            "canonId": "019dd956-6221-73ad-bc12-378f8eb1f018",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "The Facts (What) -> The Implications (So What) -> The Action (Now What)",
            "description": null,
            "familyLabel": null
          },
          "from": 23,
          "name": "The Implications (So What)",
          "beatId": "019dd95a-0702-74a3-87e0-2df5adecf56a",
          "matchId": "019dd95a-0543-7581-99ae-ed37dc697ed1",
          "beatType": {
            "name": "The Implications (So What)",
            "slug": "triple-take-the-implications-so-what",
            "status": "active",
            "canonId": "019dd9b8-09c7-75cd-8c7b-ae0e23cca2b8",
            "version": 1,
            "description": null
          },
          "evidence": "Camera: discovery and engagement implications",
          "position": 2,
          "isPrimaryArc": false,
          "parentBeatType": {
            "name": "Reflection",
            "slug": "reflection",
            "status": "active",
            "canonId": "019dd9b8-0510-73fd-8d00-1c7e45f7bc98",
            "version": 1,
            "description": "The \"so what\" beat. Used by analytical arcs (Triple-take, Onion) and learning arcs (Voyage-return, Tragedy)."
          },
          "alignedBlockIds": null,
          "matchConfidence": 80
        }
      ],
      "loops": [
        {
          "to": 37,
          "from": 34,
          "loop": {
            "name": "06_zoom_in",
            "slug": "06-zoom-in",
            "status": "active",
            "bestFor": "Technical deep-dives, case studies, detailed analysis",
            "canonId": "019dd956-6846-74db-82be-dff5b058b072",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Big Picture -> Key Area of Focus -> Specific Detail -> Implication",
            "description": "Start broad, then progressively focus on specific details that prove your point",
            "familyLabel": null
          },
          "matchId": "019dd95a-088b-72c8-b7e7-45c527f858f0",
          "evidence": "Higher digital engagement -> higher watch times -> churn reduction (pp.34-37)",
          "position": 5,
          "objective": "Zoom into digital engagement and its causal link to watch time / churn",
          "confidence": 76,
          "extraction": {
            "at": "2026-04-29 13:07:29.689431+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          }
        }
      ],
      "locked": true
    },
    {
      "page": 36,
      "type": "analysis",
      "title": "Uses a 'myth vs reality' framing to challenge industry assumptions.",
      "function": "diagnose",
      "rawType": "diagnosis",
      "block": null,
      "metadata": {
        "slideType": "diagnosis",
        "slideTypeCanon": {
          "name": "Diagnosis",
          "slug": "diagnosis",
          "status": "active",
          "canonId": "019de52d-0cd7-7212-898f-0464041ff8d8",
          "version": 1,
          "description": null
        },
        "function": "diagnose",
        "functionCanon": {
          "name": "Diagnose",
          "slug": "diagnose",
          "status": "active",
          "canonId": "019de52d-1657-7223-acc5-7437d878c850",
          "version": 1,
          "description": null
        },
        "density": "overcrowded",
        "densityScore": 75,
        "componentCount": 8,
        "textChars": 835,
        "nDataPoints": 6,
        "notes": "Uses a 'myth vs reality' framing to challenge industry assumptions.",
        "elementsJson": [
          "headline_text",
          "action_title",
          "bullet_list",
          "callout_box",
          "icon_grid",
          "footnote"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:46:09.244+00",
          "seconds": 6.341,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-7e1c9fe1bc87/36",
        "deck": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87#slide-36",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "Focus on digital engagement to boost appointment viewing and reduce churn; deploy sophisticated measurement tools, incremental lift tests",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-24 12:48:43+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-acb9-741a-834f-086d8f94b3d5",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.45,
            "w": 0.55,
            "x": 0.37,
            "y": 0.27
          },
          "kind": "chart",
          "text": "Watch time/week (in minutes) for GEC fiction, GEC non-fiction, and Sports, comparing not engaged vs digitally engaged users.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Chart",
              "slug": "chart",
              "status": "active",
              "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8",
              "version": 1,
              "description": "Quantitative chart."
            },
            "tool": null,
            "subkind": {
              "name": "Dot plot",
              "slug": "dot",
              "status": "active",
              "canonId": "019de52d-0235-738b-bd2b-78f8e24d7cb0",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "dot",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:09.244+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "0ec3da40-4d5d-4330-82e2-d5e3812062ea",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.25,
            "w": 0.28,
            "x": 0.05,
            "y": 0.06
          },
          "kind": "list",
          "text": "Industry myths regarding LTV and OTT churn.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:09.244+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "48c5051b-2964-42b4-aeb8-afae8b6363ce",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.45,
            "w": 0.25,
            "x": 0.05,
            "y": 0.37
          },
          "kind": "list",
          "text": "Prevailing industry views on LTV and OTT pain points.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:09.244+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "83882a63-94ad-4d91-bc1f-7d3e1d0a101c",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "Watch time/week: 35%",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-24 12:48:43+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-acb9-741a-834f-0d17e070144d",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.06,
            "w": 0.58,
            "x": 0.37,
            "y": 0.88
          },
          "kind": "source-note",
          "text": "1. Refers to Reality/Talent hunt/Game shows 2. Includes digital influence in the \"post-watching\" stage of media content journey (i.e. engagement) Source: Industry Expert Interviews; BCG Consumer Content Consumption Survey, October 2022, N = 2,615",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:09.244+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "7113cb64-ee7b-4cc2-84c9-0f758fe8939b",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.07,
            "w": 0.58,
            "x": 0.37,
            "y": 0.79
          },
          "kind": "title",
          "text": "Focus on digital engagement to boost appointment viewing and reduce churn; deploy sophisticated measurement tools, incremental lift tests",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Action title",
              "slug": "action-title",
              "status": "active",
              "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "action-title",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:09.244+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "0b721711-5498-4918-9afb-e0bfbc97078f",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.55,
            "x": 0.37,
            "y": 0.06
          },
          "kind": "title",
          "text": "Higher digital engagement correlated with higher watch times on both LTV...",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:09.244+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "3f943eea-31d9-433d-8cf0-5d4bd664467d",
          "parentComponentId": null
        }
      ],
      "metrics": [
        {
          "metricRaw": "Watch time/week",
          "numberRaw": "35%",
          "numberKind": "percent",
          "actionTitle": "Higher digital engagement correlated with higher watch times on both LTV...",
          "calloutText": "Focus on digital engagement to boost appointment viewing and reduce churn; deploy sophisticated measurement tools, incremental lift tests",
          "numberScale": null,
          "numberValue": 35,
          "metricFamily": "other",
          "numberCurrency": null
        }
      ],
      "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": "019dd95a-14f5-72a3-8b8a-69eaa01608ca",
          "evidence": "'Higher digital engagement correlated with higher watch times'",
          "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": "2026-04-29 13:07:32.858858+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 36,
          "whyItWorks": "Solves two failure modes at once. (1) The buried claim: action titles place the conclusion on the page before any analysis is read, so a busy reader doesn't reverse-engineer it from the chart. (2) The spineless deck: because each title is a claim, slides have to ladder up to the governing thought; logical gaps become visible as topic-shaped titles in a sequence that no longer reads as a story.",
          "antipattern": "Topic labels disguised as titles — Volume by quarter, Key findings, Pricing strategy, Margins have been impacted. No verb, or a passive verb with no agent, or a fact (Revenue grew 12%) without the so-what. Also: titles that overreach the chart's evidence, multi-claim X-grew-but-Y-fell welded titles, and mechanical repetition of the same X-drove-Y template across the deck.",
          "cardinality": null,
          "narrativePurpose": "Forces the deck to carry its argument in the title bar so a senior reader can extract the recommendation without opening a single slide; converts a binder of topics into a navigable pyramid where every slide is a node defending the apex."
        },
        {
          "tool": {
            "name": "Chart Selection Guide",
            "slug": "chart-selection-guide",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-b1a0-700b-ba17-0e16c4d5bcae",
            "version": 1,
            "bodyDocId": null,
            "description": "Choosing the right chart type for your data and message",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Designer",
          "layer": "slide",
          "agents": [
            "Designer"
          ],
          "matchId": "d63eca84-ad03-4de2-b66d-315e001553d3",
          "evidence": "chart/dot: Watch time/week (in minutes) for GEC fiction, GEC non-fiction, and Sports, comparing not engaged vs digitally engaged users.",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.5,
          "extraction": {
            "at": "2026-07-16 21:04:26.039048+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 36,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "frameworks": [
        {
          "matchId": "6991017f-2e98-4054-818d-d318f17c2a0d",
          "evidence": "Contrasts 'Industry Myth'/'Prevailing view' with 'Consumer Reality'.",
          "framework": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-05-02 19:46:09.244+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 36,
          "frameworkName": "before-after-framing"
        }
      ],
      "arcBeats": [
        {
          "to": 37,
          "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": 23,
          "name": "Solution & Approach",
          "beatId": "019dd95a-0702-74a3-87e0-1f22948572f0",
          "matchId": "019dd95a-0543-7581-99ae-e92c92ec9ca6",
          "beatType": {
            "name": "Solution & Approach",
            "slug": "consultants-gambit-solution-approach",
            "status": "active",
            "canonId": "019dd9b8-071c-7161-9184-580fdac7a4f9",
            "version": 1,
            "description": null
          },
          "evidence": "Lights/Camera: discovery + engagement insights driving the approach",
          "position": 3,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Turn",
            "slug": "turn",
            "status": "active",
            "canonId": "019dd9b8-0396-702b-ac2f-9901f8dd8b54",
            "version": 1,
            "description": "The pivot — solution proposed, catalyst introduced, decision made. Common (15/20 arcs) but not universal: Triple-take, AIDA, PAS, Voyage-return and Pixar substitute it with a strong reflection or development beat."
          },
          "alignedBlockIds": null,
          "matchConfidence": 88
        },
        {
          "to": 43,
          "arc": {
            "name": "The Triple Take",
            "slug": "triple-take",
            "status": "active",
            "bestFor": "Data-driven presentations, research findings",
            "canonId": "019dd956-6221-73ad-bc12-378f8eb1f018",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "The Facts (What) -> The Implications (So What) -> The Action (Now What)",
            "description": null,
            "familyLabel": null
          },
          "from": 23,
          "name": "The Implications (So What)",
          "beatId": "019dd95a-0702-74a3-87e0-2df5adecf56a",
          "matchId": "019dd95a-0543-7581-99ae-ed37dc697ed1",
          "beatType": {
            "name": "The Implications (So What)",
            "slug": "triple-take-the-implications-so-what",
            "status": "active",
            "canonId": "019dd9b8-09c7-75cd-8c7b-ae0e23cca2b8",
            "version": 1,
            "description": null
          },
          "evidence": "Camera: discovery and engagement implications",
          "position": 2,
          "isPrimaryArc": false,
          "parentBeatType": {
            "name": "Reflection",
            "slug": "reflection",
            "status": "active",
            "canonId": "019dd9b8-0510-73fd-8d00-1c7e45f7bc98",
            "version": 1,
            "description": "The \"so what\" beat. Used by analytical arcs (Triple-take, Onion) and learning arcs (Voyage-return, Tragedy)."
          },
          "alignedBlockIds": null,
          "matchConfidence": 80
        }
      ],
      "loops": [
        {
          "to": 37,
          "from": 34,
          "loop": {
            "name": "06_zoom_in",
            "slug": "06-zoom-in",
            "status": "active",
            "bestFor": "Technical deep-dives, case studies, detailed analysis",
            "canonId": "019dd956-6846-74db-82be-dff5b058b072",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Big Picture -> Key Area of Focus -> Specific Detail -> Implication",
            "description": "Start broad, then progressively focus on specific details that prove your point",
            "familyLabel": null
          },
          "matchId": "019dd95a-088b-72c8-b7e7-45c527f858f0",
          "evidence": "Higher digital engagement -> higher watch times -> churn reduction (pp.34-37)",
          "position": 5,
          "objective": "Zoom into digital engagement and its causal link to watch time / churn",
          "confidence": 76,
          "extraction": {
            "at": "2026-04-29 13:07:29.689431+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          }
        }
      ],
      "locked": true
    },
    {
      "page": 37,
      "type": "resolution",
      "title": "The slide uses a 'Consumer Reality' framing to show the impact of digital engagement on different media segments.",
      "function": "quantify_impact",
      "rawType": "customer_journey",
      "block": null,
      "metadata": {
        "slideType": "customer_journey",
        "slideTypeCanon": {
          "name": "Customer journey",
          "slug": "customer_journey",
          "status": "active",
          "canonId": "019de52d-0966-70ce-afe3-bc7c98ffc8c9",
          "version": 1,
          "description": null
        },
        "function": "quantify_impact",
        "functionCanon": {
          "name": "Quantify impact",
          "slug": "quantify_impact",
          "status": "active",
          "canonId": "019de52d-1630-720d-b57d-fa7f76bebd8d",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 73,
        "componentCount": 8,
        "textChars": 723,
        "nDataPoints": 8,
        "notes": "The slide uses a 'Consumer Reality' framing to show the impact of digital engagement on different media segments.",
        "elementsJson": [
          "headline_text",
          "donut_chart",
          "icon_grid",
          "callout_box",
          "footnote",
          "paragraph"
        ],
        "confidence": 0.95,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:46:06.71+00",
          "seconds": 3.53,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-7e1c9fe1bc87/37",
        "deck": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87#slide-37",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.1,
            "w": 0.4,
            "x": 0.06,
            "y": 0.78
          },
          "kind": "callout",
          "text": "Optimize campaigns for deep funnel metrics and deploy 1PD-led churn prediction models",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": null,
            "subkind": {
              "name": "Primary callout",
              "slug": "primary",
              "status": "active",
              "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:06.71+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "5047b8d5-6304-407c-a820-1058f7d66d72",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.1,
            "w": 0.4,
            "x": 0.55,
            "y": 0.78
          },
          "kind": "callout",
          "text": "Level up on digital engagement to encourage movie viewing",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": null,
            "subkind": {
              "name": "Primary callout",
              "slug": "primary",
              "status": "active",
              "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:06.71+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "8b6ad22d-48e3-46d2-9725-61324353d0cd",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.15,
            "x": 0.55,
            "y": 0.28
          },
          "kind": "chart",
          "text": "~45% of respondents discovered a movie via digital through Word of Mouth.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Chart",
              "slug": "chart",
              "status": "active",
              "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8",
              "version": 1,
              "description": "Quantitative chart."
            },
            "tool": null,
            "subkind": {
              "name": "Donut chart",
              "slug": "donut",
              "status": "active",
              "canonId": "019de52d-0006-752c-9528-0fef476b8004",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "donut",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:06.71+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "cfb97ec8-4da4-4019-a36d-1f3bdf5ccd5b",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.5,
            "w": 0.4,
            "x": 0.06,
            "y": 0.25
          },
          "kind": "chart",
          "text": "Watch time/week (in minutes) for GEC, Movies, and Sports comparing non-engaged vs digitally engaged consumers.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Chart",
              "slug": "chart",
              "status": "active",
              "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8",
              "version": 1,
              "description": "Quantitative chart."
            },
            "tool": null,
            "subkind": {
              "name": "Dot plot",
              "slug": "dot",
              "status": "active",
              "canonId": "019de52d-0235-738b-bd2b-78f8e24d7cb0",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "dot",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:06.71+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "68103860-e70e-4382-b6f8-e312bfc92170",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "Watch time/week: 40%",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-24 12:48:45+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-acb9-741a-8351-9a956c0d633e",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.25,
            "w": 0.4,
            "x": 0.55,
            "y": 0.45
          },
          "kind": "quote",
          "text": "I saw a friend's post raving about the movie... I spoke to a friend... My friends kept sharing memes...",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Quote",
              "slug": "quote",
              "status": "active",
              "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a",
              "version": 1,
              "description": "Pull quote or testimonial."
            },
            "tool": null,
            "subkind": {
              "name": "Testimonial",
              "slug": "testimonial",
              "status": "active",
              "canonId": "019de52c-fc21-71b6-9ac3-8266a64945e8",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "testimonial",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:06.71+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "92a1398d-596e-4f8c-afee-46b8c0b77e73",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.8,
            "x": 0.06,
            "y": 0.9
          },
          "kind": "source-note",
          "text": "1. Refers to Reality/Talent hunt/Game shows 2. Includes digital influence in the 'post-watching' stage... Source: Industry Expert Interviews; BCG Consumer Content Consumption Survey, October 2022, N = 2,615",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:06.71+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "229ee926-e7c8-4415-a24b-8d5e53dc793f",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.8,
            "x": 0.06,
            "y": 0.06
          },
          "kind": "title",
          "text": "...and OTT; drives churn reduction and subsequent content consumption",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:06.71+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "2c61702c-3df7-45e0-a353-cbc121620930",
          "parentComponentId": null
        }
      ],
      "metrics": [
        {
          "metricRaw": "Watch time/week",
          "numberRaw": "40%",
          "numberKind": "percent",
          "actionTitle": "...and OTT; drives churn reduction and subsequent content consumption",
          "calloutText": "Optimize campaigns for deep funnel metrics and deploy 1PD-led churn prediction models",
          "numberScale": null,
          "numberValue": 40,
          "metricFamily": "other",
          "numberCurrency": null
        }
      ],
      "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": "019dd95a-14f5-72a3-8b8a-6f84b4c7e335",
          "evidence": "'drives churn reduction and subsequent content consumption'",
          "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": 82,
          "extraction": {
            "at": "2026-04-29 13:07:32.858858+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 37,
          "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": "aa45fb59-a18a-4896-b885-cd50c60b8ea9",
          "evidence": "Optimize campaigns for deep funnel metrics and deploy 1PD-led churn prediction models",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.5,
          "extraction": {
            "at": "2026-07-16 21:04:26.145762+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 37,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "Customer journey map",
            "slug": "customer-journey-map",
            "status": "active",
            "bestFor": null,
            "canonId": "019de52d-1b26-7499-98c8-1091acc836be",
            "version": 1,
            "bodyDocId": null,
            "description": null,
            "familyLabel": null,
            "categoryName": null,
            "categorySlug": null
          },
          "agent": null,
          "layer": "slide",
          "agents": null,
          "matchId": "ebd73038-83cc-4ce9-a9ab-b3b074155d23",
          "evidence": "chart/dot: Watch time/week (in minutes) for GEC, Movies, and Sports comparing non-engaged vs digitally engaged consumers.",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 21:04:26.109802+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 37,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "frameworks": [
        {
          "matchId": "51c87212-b7de-417e-af6f-c1221f92d929",
          "evidence": "The slide header explicitly tracks the 'Engagement' stage of a consumer journey.",
          "framework": null,
          "confidence": 0.8,
          "extraction": {
            "at": "2026-05-02 19:46:06.71+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 37,
          "frameworkName": "customer-journey-map"
        }
      ],
      "arcBeats": [
        {
          "to": 37,
          "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": 23,
          "name": "Solution & Approach",
          "beatId": "019dd95a-0702-74a3-87e0-1f22948572f0",
          "matchId": "019dd95a-0543-7581-99ae-e92c92ec9ca6",
          "beatType": {
            "name": "Solution & Approach",
            "slug": "consultants-gambit-solution-approach",
            "status": "active",
            "canonId": "019dd9b8-071c-7161-9184-580fdac7a4f9",
            "version": 1,
            "description": null
          },
          "evidence": "Lights/Camera: discovery + engagement insights driving the approach",
          "position": 3,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Turn",
            "slug": "turn",
            "status": "active",
            "canonId": "019dd9b8-0396-702b-ac2f-9901f8dd8b54",
            "version": 1,
            "description": "The pivot — solution proposed, catalyst introduced, decision made. Common (15/20 arcs) but not universal: Triple-take, AIDA, PAS, Voyage-return and Pixar substitute it with a strong reflection or development beat."
          },
          "alignedBlockIds": null,
          "matchConfidence": 88
        },
        {
          "to": 43,
          "arc": {
            "name": "The Triple Take",
            "slug": "triple-take",
            "status": "active",
            "bestFor": "Data-driven presentations, research findings",
            "canonId": "019dd956-6221-73ad-bc12-378f8eb1f018",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "The Facts (What) -> The Implications (So What) -> The Action (Now What)",
            "description": null,
            "familyLabel": null
          },
          "from": 23,
          "name": "The Implications (So What)",
          "beatId": "019dd95a-0702-74a3-87e0-2df5adecf56a",
          "matchId": "019dd95a-0543-7581-99ae-ed37dc697ed1",
          "beatType": {
            "name": "The Implications (So What)",
            "slug": "triple-take-the-implications-so-what",
            "status": "active",
            "canonId": "019dd9b8-09c7-75cd-8c7b-ae0e23cca2b8",
            "version": 1,
            "description": null
          },
          "evidence": "Camera: discovery and engagement implications",
          "position": 2,
          "isPrimaryArc": false,
          "parentBeatType": {
            "name": "Reflection",
            "slug": "reflection",
            "status": "active",
            "canonId": "019dd9b8-0510-73fd-8d00-1c7e45f7bc98",
            "version": 1,
            "description": "The \"so what\" beat. Used by analytical arcs (Triple-take, Onion) and learning arcs (Voyage-return, Tragedy)."
          },
          "alignedBlockIds": null,
          "matchConfidence": 80
        }
      ],
      "loops": [
        {
          "to": 37,
          "from": 34,
          "loop": {
            "name": "06_zoom_in",
            "slug": "06-zoom-in",
            "status": "active",
            "bestFor": "Technical deep-dives, case studies, detailed analysis",
            "canonId": "019dd956-6846-74db-82be-dff5b058b072",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Big Picture -> Key Area of Focus -> Specific Detail -> Implication",
            "description": "Start broad, then progressively focus on specific details that prove your point",
            "familyLabel": null
          },
          "matchId": "019dd95a-088b-72c8-b7e7-45c527f858f0",
          "evidence": "Higher digital engagement -> higher watch times -> churn reduction (pp.34-37)",
          "position": 5,
          "objective": "Zoom into digital engagement and its causal link to watch time / churn",
          "confidence": 76,
          "extraction": {
            "at": "2026-04-29 13:07:29.689431+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          }
        }
      ],
      "locked": true
    },
    {
      "page": 38,
      "type": "evidence",
      "title": "The slide uses a 'myth vs reality' structure to frame the case study.",
      "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": 79,
        "componentCount": 11,
        "textChars": 696,
        "nDataPoints": 1,
        "notes": "The slide uses a 'myth vs reality' structure to frame the case study.",
        "elementsJson": [
          "headline_text",
          "bullet_list",
          "callout_box",
          "process_diagram",
          "big_number",
          "icon_grid"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:46:06.82+00",
          "seconds": 3.418,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-7e1c9fe1bc87/38",
        "deck": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87#slide-38",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.08,
            "w": 0.25,
            "x": 0.04,
            "y": 0.63
          },
          "kind": "callout",
          "text": "Difficult to measure and attribute impact of activations with top influencers",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": null,
            "subkind": {
              "name": "Primary callout",
              "slug": "primary",
              "status": "active",
              "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:06.82+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "f94cce61-9222-4466-a8d2-083c7a41cc7d",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "callout",
          "text": "Design and execute marketing activations to nudge WoM",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-24 12:48:43+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-acb9-741a-834f-45bc4bf6925c",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.35,
            "w": 0.2,
            "x": 0.6,
            "y": 0.41
          },
          "kind": "chart",
          "text": "Pre-launch and Post-launch timeline of activations",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Chart",
              "slug": "chart",
              "status": "active",
              "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8",
              "version": 1,
              "description": "Quantitative chart."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": "timeline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:06.82+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "88825028-692f-4723-929f-f1e256fa7433",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.3,
            "x": 0.61,
            "y": 0.03
          },
          "kind": "diagram",
          "text": "DISCOVERY > INTEREST > ENGAGEMENT",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Diagram",
              "slug": "diagram",
              "status": "active",
              "canonId": "019de52c-f9f0-734a-81de-15382ff28c65",
              "version": 1,
              "description": "Schematic or relational diagram."
            },
            "tool": null,
            "subkind": {
              "name": "Process flow",
              "slug": "process",
              "status": "active",
              "canonId": "019de52d-039c-718f-ad3a-efe9c4b3c838",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "process",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:06.82+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "ff9ed290-c3c0-4b74-a657-b051039ced7e",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.12,
            "w": 0.25,
            "x": 0.04,
            "y": 0.44
          },
          "kind": "list",
          "text": "Rely on organic WoM driven by fans, digital followers of show leads; 'Spray & pray' approach to audience engagement, with mixed results",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:06.82+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "4c6dc9ef-4f74-4fdd-a29d-7e5be73f34ca",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.1,
            "x": 0.85,
            "y": 0.48
          },
          "kind": "metric",
          "text": "2nd most watched title in UK within a month of release",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": null,
            "subkind": {
              "name": "Big number",
              "slug": "big-number",
              "status": "active",
              "canonId": "019de52c-fc70-70c8-b965-0584548a9204",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "big-number",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:06.82+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "5ecea5f9-09aa-4ffb-917f-6ce0a49edb52",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "viewership ranking: 2nd",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-24 12:48:43+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-acb9-741a-834f-4891502e9e8d",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.07,
            "w": 0.2,
            "x": 0.08,
            "y": 0.09
          },
          "kind": "paragraph",
          "text": "Word of mouth (WoM) happens organically - it is entirely consumer-led and driven by content quality",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:06.82+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "84cd8d1b-f3e7-4dea-ac4c-6a1bb24367fd",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.3,
            "x": 0.35,
            "y": 0.92
          },
          "kind": "source-note",
          "text": "Source: Industry Expert Interviews; Press Reports; BCG Analysis",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:06.82+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "4db5ba76-6137-4d28-b38f-41da4cb74c54",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.04,
            "w": 0.55,
            "x": 0.37,
            "y": 0.12
          },
          "kind": "title",
          "text": "Piggybacking on a social issue to nudge WoM via offline and online activations",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Action title",
              "slug": "action-title",
              "status": "active",
              "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "action-title",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:06.82+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "13ad4e4d-1258-458b-8aaa-b55885fe7282",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.3,
            "x": 0.37,
            "y": 0.08
          },
          "kind": "title",
          "text": "Case study – Leading OTT player",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:06.82+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "20e099bf-06ee-451e-8002-4ebbbffcd98e",
          "parentComponentId": null
        }
      ],
      "metrics": [
        {
          "metricRaw": "viewership ranking",
          "numberRaw": "2nd",
          "numberKind": "plain",
          "actionTitle": "Piggybacking on a social issue to nudge WoM via offline and online activations",
          "calloutText": "Design and execute marketing activations to nudge WoM",
          "numberScale": null,
          "numberValue": 2,
          "metricFamily": "index_score",
          "numberCurrency": null
        }
      ],
      "tools": [
        {
          "tool": {
            "name": "Mere Exposure Effect",
            "slug": "mere-exposure-effect",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-aa39-704a-b6c8-6e7fb7173f6e",
            "version": 1,
            "bodyDocId": null,
            "description": "Repeated exposure increases liking - consistency builds familiarity",
            "familyLabel": null,
            "categoryName": "Loop",
            "categorySlug": "loop"
          },
          "agent": "Designer",
          "layer": "loop",
          "agents": [
            "Designer"
          ],
          "matchId": "019dd95a-14f5-72a3-8b8a-794b2ce25ada",
          "evidence": "Three case studies repeated to reinforce engagement thesis",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 60,
          "extraction": {
            "at": "2026-04-29 13:07:32.858858+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 38,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "Sinatra Test",
            "slug": "sinatra-test",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-be4a-775f-8038-d4e7e58dfc5a",
            "version": 1,
            "bodyDocId": null,
            "description": "If you can make it there, you can make it anywhere - using flagship example",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Storyteller",
          "layer": "slide",
          "agents": [
            "Storyteller"
          ],
          "matchId": "019dd95a-14f5-72a3-8b8a-7290f1bd4afc",
          "evidence": "Case: piggyback on social issue to nudge WoM via on/offline activations",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 80,
          "extraction": {
            "at": "2026-04-29 13:07:32.858858+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 38,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "Story Moments",
            "slug": "story-moments",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-ae4e-768d-a18b-108e6cda511e",
            "version": 1,
            "bodyDocId": null,
            "description": "Design key emotional beats: The Shock, The Vision, The Proof, The Choice, The Call",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Storyteller",
          "layer": "slide",
          "agents": [
            "Storyteller"
          ],
          "matchId": "019dd95a-14f5-72a3-8b8a-75346d75dad5",
          "evidence": "Case-study story used as proof-point",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 70,
          "extraction": {
            "at": "2026-04-29 13:07:32.858858+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 38,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "Story Moments",
            "slug": "story-moments",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-ae4e-768d-a18b-108e6cda511e",
            "version": 1,
            "bodyDocId": null,
            "description": "Design key emotional beats: The Shock, The Vision, The Proof, The Choice, The Call",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Storyteller",
          "layer": "slide",
          "agents": [
            "Storyteller"
          ],
          "matchId": "7e31481c-6729-415f-be52-022c9626911a",
          "evidence": "Word of mouth (WoM) happens organically - it is entirely consumer-led and driven by content quality",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.5,
          "extraction": {
            "at": "2026-07-16 21:04:26.213374+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 38,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "frameworks": [
        {
          "matchId": "03a95e08-58cc-44a6-bc0c-ec00a6cd772a",
          "evidence": "The top bar shows Discovery, Interest, Engagement stages.",
          "framework": null,
          "confidence": 0.8,
          "extraction": {
            "at": "2026-05-02 19:46:06.82+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 38,
          "frameworkName": "customer-journey-map"
        }
      ],
      "arcBeats": [
        {
          "to": 43,
          "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": 38,
          "name": "Evidence & Proof",
          "beatId": "019dd95a-0702-74a3-87e0-22355ccfe1dc",
          "matchId": "019dd95a-0543-7581-99ae-e92c92ec9ca6",
          "beatType": {
            "name": "Evidence & Proof",
            "slug": "consultants-gambit-evidence-proof",
            "status": "active",
            "canonId": "019dd9b8-07b1-7688-8e1e-7637fec3802a",
            "version": 1,
            "description": null
          },
          "evidence": "Three case studies (pp.38-40) + key insights summary (pp.42-43)",
          "position": 4,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Evidence",
            "slug": "evidence",
            "status": "active",
            "canonId": "019dd9b8-03f9-772a-b84a-4f07b415b77a",
            "version": 1,
            "description": "A dedicated proof beat exists in only ~4 arcs (Gambit, Sequoia, AIDA, Monroes). Other arcs embed evidence inline within development."
          },
          "alignedBlockIds": null,
          "matchConfidence": 88
        },
        {
          "to": 43,
          "arc": {
            "name": "The Triple Take",
            "slug": "triple-take",
            "status": "active",
            "bestFor": "Data-driven presentations, research findings",
            "canonId": "019dd956-6221-73ad-bc12-378f8eb1f018",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "The Facts (What) -> The Implications (So What) -> The Action (Now What)",
            "description": null,
            "familyLabel": null
          },
          "from": 23,
          "name": "The Implications (So What)",
          "beatId": "019dd95a-0702-74a3-87e0-2df5adecf56a",
          "matchId": "019dd95a-0543-7581-99ae-ed37dc697ed1",
          "beatType": {
            "name": "The Implications (So What)",
            "slug": "triple-take-the-implications-so-what",
            "status": "active",
            "canonId": "019dd9b8-09c7-75cd-8c7b-ae0e23cca2b8",
            "version": 1,
            "description": null
          },
          "evidence": "Camera: discovery and engagement implications",
          "position": 2,
          "isPrimaryArc": false,
          "parentBeatType": {
            "name": "Reflection",
            "slug": "reflection",
            "status": "active",
            "canonId": "019dd9b8-0510-73fd-8d00-1c7e45f7bc98",
            "version": 1,
            "description": "The \"so what\" beat. Used by analytical arcs (Triple-take, Onion) and learning arcs (Voyage-return, Tragedy)."
          },
          "alignedBlockIds": null,
          "matchConfidence": 80
        }
      ],
      "loops": [
        {
          "to": 40,
          "from": 38,
          "loop": {
            "name": "23_expert_witness",
            "slug": "23-expert-witness",
            "status": "active",
            "bestFor": "Technical validation, regulatory compliance, skeptical executives",
            "canonId": "019dd956-6f24-735e-aa4b-4ec8e0334778",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Authority's Credentials -> Their Finding/Opinion -> Applied to Our Case",
            "description": "Borrow credibility from a recognized authority to validate your position",
            "familyLabel": null
          },
          "matchId": "019dd95a-088b-72c8-b7e7-482539a45ba2",
          "evidence": "Three case studies: WoM piggyback, Season 2 launch '4th most popular on IMDb', social-listening tone change",
          "position": 6,
          "objective": "Validate engagement thesis with branded case studies",
          "confidence": 86,
          "extraction": {
            "at": "2026-04-29 13:07:29.689431+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          }
        }
      ],
      "locked": true
    },
    {
      "page": 39,
      "type": "evidence",
      "title": "The slide uses a four-column layout to describe specific marketing initiatives.",
      "function": "illustrate_case",
      "rawType": "case_study",
      "block": null,
      "metadata": {
        "slideType": "case_study",
        "slideTypeCanon": {
          "name": "Case study",
          "slug": "case_study",
          "status": "active",
          "canonId": "019de52d-0b95-7344-8090-926f3b8e92c8",
          "version": 1,
          "description": null
        },
        "function": "illustrate_case",
        "functionCanon": {
          "name": "Illustrate case",
          "slug": "illustrate_case",
          "status": "active",
          "canonId": "019de52d-13b4-772c-bb73-1873612a7463",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 55,
        "componentCount": 7,
        "textChars": 465,
        "nDataPoints": 1,
        "notes": "The slide uses a four-column layout to describe specific marketing initiatives.",
        "elementsJson": [
          "headline_text",
          "icon_grid",
          "infographic",
          "big_number"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:46:05.788+00",
          "seconds": 2.381,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-7e1c9fe1bc87/39",
        "deck": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87#slide-39",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "4th most popular show worldwide on IMDb by user ratings within 3 weeks of release",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-24 12:48:45+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-acb9-741a-8350-cebbff31a826",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.85,
            "x": 0.07,
            "y": 0.23
          },
          "kind": "list",
          "text": "Protagonist-led content marketing; 'Find the protagonist' campaign; Online job hunt with industry influencers; Excuse generator chatbot",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:05.788+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "10374e95-7a0f-45bc-80f8-aa76f2aeac2a",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.45,
            "x": 0.33,
            "y": 0.81
          },
          "kind": "metric",
          "text": "4th most popular show worldwide on IMDb by user ratings within 3 weeks of release",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": null,
            "subkind": {
              "name": "Big number",
              "slug": "big-number",
              "status": "active",
              "canonId": "019de52c-fc70-70c8-b965-0584548a9204",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "big-number",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:05.788+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "e29a072d-0b08-4169-afa8-32081ca7426e",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "IMDb ranking: 4th",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-24 12:48:45+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-acb9-741a-8350-d3ddefee0368",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.15,
            "x": 0.07,
            "y": 0.92
          },
          "kind": "source-note",
          "text": "Source: Press Reports; BCG Analysis",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:05.788+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "6aa88d76-1b6f-4c10-ac2b-c132f8a85be5",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.04,
            "w": 0.35,
            "x": 0.07,
            "y": 0.09
          },
          "kind": "title",
          "text": "Case study – Global OTT in India",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:05.788+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "4d252985-ca9e-4b99-a10e-89c35f8fd918",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.65,
            "x": 0.07,
            "y": 0.13
          },
          "kind": "title",
          "text": "Leveraging digital platforms to engage audiences for Season 2 launch of fiction show",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Subtitle",
              "slug": "subtitle",
              "status": "active",
              "canonId": "019de52c-fb09-739d-900c-815b0d9ac526",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "subtitle",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:05.788+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "8c1aadae-c230-489a-8c46-b464572405b5",
          "parentComponentId": null
        }
      ],
      "metrics": [
        {
          "metricRaw": "IMDb ranking",
          "numberRaw": "4th",
          "numberKind": "plain",
          "actionTitle": "Leveraging digital platforms to engage audiences for Season 2 launch of fiction show",
          "calloutText": "4th most popular show worldwide on IMDb by user ratings within 3 weeks of release",
          "numberScale": null,
          "numberValue": 4,
          "metricFamily": "index_score",
          "numberCurrency": null
        }
      ],
      "tools": [
        {
          "tool": {
            "name": "Halo Effect",
            "slug": "halo-effect",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-c7a3-757c-82ed-429da0d9256f",
            "version": 1,
            "bodyDocId": null,
            "description": "Positive impression in one area influences opinions in others",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Storyteller",
          "layer": "slide",
          "agents": [
            "Storyteller"
          ],
          "matchId": "019dd95a-14f5-72a3-8b8a-824fad333739",
          "evidence": "Borrowing IMDb worldwide ranking to validate the engagement playbook",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 60,
          "extraction": {
            "at": "2026-04-29 13:07:32.858858+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 39,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "Sinatra Test",
            "slug": "sinatra-test",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-be4a-775f-8038-d4e7e58dfc5a",
            "version": 1,
            "bodyDocId": null,
            "description": "If you can make it there, you can make it anywhere - using flagship example",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Storyteller",
          "layer": "slide",
          "agents": [
            "Storyteller"
          ],
          "matchId": "019dd95a-14f5-72a3-8b8a-7fac854d95ba",
          "evidence": "'4th most popular show worldwide on IMDb within 3 weeks'",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 85,
          "extraction": {
            "at": "2026-04-29 13:07:32.858858+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 39,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 43,
          "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": 38,
          "name": "Evidence & Proof",
          "beatId": "019dd95a-0702-74a3-87e0-22355ccfe1dc",
          "matchId": "019dd95a-0543-7581-99ae-e92c92ec9ca6",
          "beatType": {
            "name": "Evidence & Proof",
            "slug": "consultants-gambit-evidence-proof",
            "status": "active",
            "canonId": "019dd9b8-07b1-7688-8e1e-7637fec3802a",
            "version": 1,
            "description": null
          },
          "evidence": "Three case studies (pp.38-40) + key insights summary (pp.42-43)",
          "position": 4,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Evidence",
            "slug": "evidence",
            "status": "active",
            "canonId": "019dd9b8-03f9-772a-b84a-4f07b415b77a",
            "version": 1,
            "description": "A dedicated proof beat exists in only ~4 arcs (Gambit, Sequoia, AIDA, Monroes). Other arcs embed evidence inline within development."
          },
          "alignedBlockIds": null,
          "matchConfidence": 88
        },
        {
          "to": 43,
          "arc": {
            "name": "The Triple Take",
            "slug": "triple-take",
            "status": "active",
            "bestFor": "Data-driven presentations, research findings",
            "canonId": "019dd956-6221-73ad-bc12-378f8eb1f018",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "The Facts (What) -> The Implications (So What) -> The Action (Now What)",
            "description": null,
            "familyLabel": null
          },
          "from": 23,
          "name": "The Implications (So What)",
          "beatId": "019dd95a-0702-74a3-87e0-2df5adecf56a",
          "matchId": "019dd95a-0543-7581-99ae-ed37dc697ed1",
          "beatType": {
            "name": "The Implications (So What)",
            "slug": "triple-take-the-implications-so-what",
            "status": "active",
            "canonId": "019dd9b8-09c7-75cd-8c7b-ae0e23cca2b8",
            "version": 1,
            "description": null
          },
          "evidence": "Camera: discovery and engagement implications",
          "position": 2,
          "isPrimaryArc": false,
          "parentBeatType": {
            "name": "Reflection",
            "slug": "reflection",
            "status": "active",
            "canonId": "019dd9b8-0510-73fd-8d00-1c7e45f7bc98",
            "version": 1,
            "description": "The \"so what\" beat. Used by analytical arcs (Triple-take, Onion) and learning arcs (Voyage-return, Tragedy)."
          },
          "alignedBlockIds": null,
          "matchConfidence": 80
        }
      ],
      "loops": [
        {
          "to": 40,
          "from": 38,
          "loop": {
            "name": "23_expert_witness",
            "slug": "23-expert-witness",
            "status": "active",
            "bestFor": "Technical validation, regulatory compliance, skeptical executives",
            "canonId": "019dd956-6f24-735e-aa4b-4ec8e0334778",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Authority's Credentials -> Their Finding/Opinion -> Applied to Our Case",
            "description": "Borrow credibility from a recognized authority to validate your position",
            "familyLabel": null
          },
          "matchId": "019dd95a-088b-72c8-b7e7-482539a45ba2",
          "evidence": "Three case studies: WoM piggyback, Season 2 launch '4th most popular on IMDb', social-listening tone change",
          "position": 6,
          "objective": "Validate engagement thesis with branded case studies",
          "confidence": 86,
          "extraction": {
            "at": "2026-04-29 13:07:29.689431+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          }
        }
      ],
      "locked": true
    },
    {
      "page": 40,
      "type": "evidence",
      "title": "The slide uses a 'before/after' or 'iterative process' framing to show how digital feedback loops improve outcomes.",
      "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": 85,
        "componentCount": 12,
        "textChars": 923,
        "nDataPoints": 1,
        "notes": "The slide uses a 'before/after' or 'iterative process' framing to show how digital feedback loops improve outcomes.",
        "elementsJson": [
          "headline_text",
          "bullet_list",
          "callout_box",
          "big_number",
          "infographic",
          "icon_grid"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:46:07.49+00",
          "seconds": 4.077,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-7e1c9fe1bc87/40",
        "deck": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87#slide-40",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.06,
            "w": 0.58,
            "x": 0.37,
            "y": 0.81
          },
          "kind": "callout",
          "text": "Invest in social listening capabilities to adapt content to user tastes",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": null,
            "subkind": {
              "name": "Primary callout",
              "slug": "primary",
              "status": "active",
              "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:07.49+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "abb532c4-bcd9-4892-9870-c8ba242a9bf1",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.2,
            "w": 0.25,
            "x": 0.05,
            "y": 0.48
          },
          "kind": "list",
          "text": "Limited scope to analyze the social mood and generate relevant insights; Re-shooting scenes or making last-minute edits is impractical",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:07.49+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "ab43c190-559d-4048-ac10-87ca6c2b088b",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.2,
            "w": 0.18,
            "x": 0.57,
            "y": 0.48
          },
          "kind": "list",
          "text": "Trailer 2: Reoriented the plot to lighten the feel; Enhanced the logo; Edited to highlight quirkiness",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:07.49+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "b86bce17-8c56-4d1a-b09d-8696762310bd",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.2,
            "w": 0.18,
            "x": 0.37,
            "y": 0.48
          },
          "kind": "list",
          "text": "Trailer 1: Somber, dark and violent setting; Focus on troubled backstories; Showed mix of abusive and loving relationships",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:07.49+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "dd6b1b3d-4fa3-4c7e-b97d-914506ab627c",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.2,
            "w": 0.18,
            "x": 0.77,
            "y": 0.48
          },
          "kind": "list",
          "text": "Trailer 3: Further lightened the tone; Added more color to the logo; Further amplified quirky characters",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:07.49+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "ed278194-3237-4fb0-a681-871cc46eba1e",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.15,
            "x": 0.42,
            "y": 0.74
          },
          "kind": "metric",
          "text": "$365+Mn",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": null,
            "subkind": {
              "name": "Big number",
              "slug": "big-number",
              "status": "active",
              "canonId": "019de52c-fc70-70c8-b965-0584548a9204",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "big-number",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:07.49+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "4e54c65a-cb61-4c92-9b53-3b0ec9178a2c",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "Box office collections: $365+Mn",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-24 12:48:44+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-acb9-741a-8350-932ec9e72a75",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.4,
            "x": 0.37,
            "y": 0.2
          },
          "kind": "paragraph",
          "text": "Digital provides an opportunity to generate actionable feedback from online chatter",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:07.49+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "43f2ae72-faec-4453-ac2f-d057d8a43d87",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.25,
            "x": 0.05,
            "y": 0.37
          },
          "kind": "paragraph",
          "text": "Prevailing view: Monitor the performance of content through organic views, mentions etc.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:07.49+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "69d18554-3a84-4039-a8dd-959ee4c39646",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.3,
            "x": 0.37,
            "y": 0.92
          },
          "kind": "source-note",
          "text": "Source: Industry Expert Interviews; Press Reports; BCG Analysis",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:07.49+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "60ef19ba-8bda-4fd7-974a-0d71c89694dd",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.5,
            "x": 0.37,
            "y": 0.12
          },
          "kind": "title",
          "text": "Implementing social listening to change movie tone based on reaction to trailer",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Action title",
              "slug": "action-title",
              "status": "active",
              "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "action-title",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:07.49+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "08a35a79-6a9d-4174-88db-6c9572debcc5",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.04,
            "w": 0.5,
            "x": 0.37,
            "y": 0.08
          },
          "kind": "title",
          "text": "Case study – Leading global movie studio",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:07.49+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "6f60ad52-832b-4831-8b16-62f06a791f9c",
          "parentComponentId": null
        }
      ],
      "metrics": [
        {
          "metricRaw": "Box office collections",
          "numberRaw": "$365+Mn",
          "numberKind": "money",
          "actionTitle": "Implementing social listening to change movie tone based on reaction to trailer",
          "calloutText": "Invest in social listening capabilities to adapt content to user tastes",
          "numberScale": null,
          "numberValue": 365,
          "metricFamily": "other",
          "numberCurrency": "$"
        }
      ],
      "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": "019dd95a-14f5-72a3-8b8a-8b3fe5f5f326",
          "evidence": "$365Mn box-office figure anchors the abstract 'social listening' capability",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 75,
          "extraction": {
            "at": "2026-04-29 13:07:32.858858+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 40,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "Sinatra Test",
            "slug": "sinatra-test",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-be4a-775f-8038-d4e7e58dfc5a",
            "version": 1,
            "bodyDocId": null,
            "description": "If you can make it there, you can make it anywhere - using flagship example",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Storyteller",
          "layer": "slide",
          "agents": [
            "Storyteller"
          ],
          "matchId": "019dd95a-14f5-72a3-8b8a-842335c94d05",
          "evidence": "Case headlined with '$365+Mn' result of social-listening tone change",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 82,
          "extraction": {
            "at": "2026-04-29 13:07:32.858858+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 40,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "frameworks": [
        {
          "matchId": "b6543e6a-ffd6-4e50-b68d-0f4211974e32",
          "evidence": "The slide contrasts a 'prevailing view' (problem) with a 'case study' (solution/result).",
          "framework": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-05-02 19:46:07.49+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 40,
          "frameworkName": "before-after-framing"
        }
      ],
      "arcBeats": [
        {
          "to": 43,
          "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": 38,
          "name": "Evidence & Proof",
          "beatId": "019dd95a-0702-74a3-87e0-22355ccfe1dc",
          "matchId": "019dd95a-0543-7581-99ae-e92c92ec9ca6",
          "beatType": {
            "name": "Evidence & Proof",
            "slug": "consultants-gambit-evidence-proof",
            "status": "active",
            "canonId": "019dd9b8-07b1-7688-8e1e-7637fec3802a",
            "version": 1,
            "description": null
          },
          "evidence": "Three case studies (pp.38-40) + key insights summary (pp.42-43)",
          "position": 4,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Evidence",
            "slug": "evidence",
            "status": "active",
            "canonId": "019dd9b8-03f9-772a-b84a-4f07b415b77a",
            "version": 1,
            "description": "A dedicated proof beat exists in only ~4 arcs (Gambit, Sequoia, AIDA, Monroes). Other arcs embed evidence inline within development."
          },
          "alignedBlockIds": null,
          "matchConfidence": 88
        },
        {
          "to": 43,
          "arc": {
            "name": "The Triple Take",
            "slug": "triple-take",
            "status": "active",
            "bestFor": "Data-driven presentations, research findings",
            "canonId": "019dd956-6221-73ad-bc12-378f8eb1f018",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "The Facts (What) -> The Implications (So What) -> The Action (Now What)",
            "description": null,
            "familyLabel": null
          },
          "from": 23,
          "name": "The Implications (So What)",
          "beatId": "019dd95a-0702-74a3-87e0-2df5adecf56a",
          "matchId": "019dd95a-0543-7581-99ae-ed37dc697ed1",
          "beatType": {
            "name": "The Implications (So What)",
            "slug": "triple-take-the-implications-so-what",
            "status": "active",
            "canonId": "019dd9b8-09c7-75cd-8c7b-ae0e23cca2b8",
            "version": 1,
            "description": null
          },
          "evidence": "Camera: discovery and engagement implications",
          "position": 2,
          "isPrimaryArc": false,
          "parentBeatType": {
            "name": "Reflection",
            "slug": "reflection",
            "status": "active",
            "canonId": "019dd9b8-0510-73fd-8d00-1c7e45f7bc98",
            "version": 1,
            "description": "The \"so what\" beat. Used by analytical arcs (Triple-take, Onion) and learning arcs (Voyage-return, Tragedy)."
          },
          "alignedBlockIds": null,
          "matchConfidence": 80
        }
      ],
      "loops": [
        {
          "to": 40,
          "from": 38,
          "loop": {
            "name": "23_expert_witness",
            "slug": "23-expert-witness",
            "status": "active",
            "bestFor": "Technical validation, regulatory compliance, skeptical executives",
            "canonId": "019dd956-6f24-735e-aa4b-4ec8e0334778",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Authority's Credentials -> Their Finding/Opinion -> Applied to Our Case",
            "description": "Borrow credibility from a recognized authority to validate your position",
            "familyLabel": null
          },
          "matchId": "019dd95a-088b-72c8-b7e7-482539a45ba2",
          "evidence": "Three case studies: WoM piggyback, Season 2 launch '4th most popular on IMDb', social-listening tone change",
          "position": 6,
          "objective": "Validate engagement thesis with branded case studies",
          "confidence": 86,
          "extraction": {
            "at": "2026-04-29 13:07:29.689431+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          }
        }
      ],
      "locked": true
    },
    {
      "page": 41,
      "type": "setup",
      "title": "This appears to be a transition or section divider slide with no text content.",
      "function": "filler",
      "rawType": "filler",
      "block": null,
      "metadata": {
        "slideType": "filler",
        "slideTypeCanon": {
          "name": "Filler",
          "slug": "filler",
          "status": "active",
          "canonId": "019de52d-0829-76f9-9abe-4c11ee7bf4ab",
          "version": 1,
          "description": null
        },
        "function": "filler",
        "functionCanon": {
          "name": "Filler",
          "slug": "filler",
          "status": "active",
          "canonId": "019de52d-1568-702b-ad12-428490978783",
          "version": 1,
          "description": null
        },
        "density": "sparse",
        "densityScore": 0,
        "componentCount": 1,
        "textChars": 0,
        "nDataPoints": 0,
        "notes": "This appears to be a transition or section divider slide with no text content.",
        "elementsJson": [
          "other"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:46:06.675+00",
          "seconds": 3.136,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-7e1c9fe1bc87/41",
        "deck": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87#slide-41",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.7,
            "w": 0.5,
            "x": 0.25,
            "y": 0.15
          },
          "kind": "image",
          "text": null,
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Illustration",
              "slug": "illustration",
              "status": "active",
              "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "illustration",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:06.675+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "461d5135-7b81-450a-86b4-827a5ef9b655",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 43,
          "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": 38,
          "name": "Evidence & Proof",
          "beatId": "019dd95a-0702-74a3-87e0-22355ccfe1dc",
          "matchId": "019dd95a-0543-7581-99ae-e92c92ec9ca6",
          "beatType": {
            "name": "Evidence & Proof",
            "slug": "consultants-gambit-evidence-proof",
            "status": "active",
            "canonId": "019dd9b8-07b1-7688-8e1e-7637fec3802a",
            "version": 1,
            "description": null
          },
          "evidence": "Three case studies (pp.38-40) + key insights summary (pp.42-43)",
          "position": 4,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Evidence",
            "slug": "evidence",
            "status": "active",
            "canonId": "019dd9b8-03f9-772a-b84a-4f07b415b77a",
            "version": 1,
            "description": "A dedicated proof beat exists in only ~4 arcs (Gambit, Sequoia, AIDA, Monroes). Other arcs embed evidence inline within development."
          },
          "alignedBlockIds": null,
          "matchConfidence": 88
        },
        {
          "to": 43,
          "arc": {
            "name": "The Triple Take",
            "slug": "triple-take",
            "status": "active",
            "bestFor": "Data-driven presentations, research findings",
            "canonId": "019dd956-6221-73ad-bc12-378f8eb1f018",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "The Facts (What) -> The Implications (So What) -> The Action (Now What)",
            "description": null,
            "familyLabel": null
          },
          "from": 23,
          "name": "The Implications (So What)",
          "beatId": "019dd95a-0702-74a3-87e0-2df5adecf56a",
          "matchId": "019dd95a-0543-7581-99ae-ed37dc697ed1",
          "beatType": {
            "name": "The Implications (So What)",
            "slug": "triple-take-the-implications-so-what",
            "status": "active",
            "canonId": "019dd9b8-09c7-75cd-8c7b-ae0e23cca2b8",
            "version": 1,
            "description": null
          },
          "evidence": "Camera: discovery and engagement implications",
          "position": 2,
          "isPrimaryArc": false,
          "parentBeatType": {
            "name": "Reflection",
            "slug": "reflection",
            "status": "active",
            "canonId": "019dd9b8-0510-73fd-8d00-1c7e45f7bc98",
            "version": 1,
            "description": "The \"so what\" beat. Used by analytical arcs (Triple-take, Onion) and learning arcs (Voyage-return, Tragedy)."
          },
          "alignedBlockIds": null,
          "matchConfidence": 80
        }
      ],
      "loops": [],
      "locked": true
    },
    {
      "page": 42,
      "type": "resolution",
      "title": "The slide uses a color-coded legend for LTV, Movie Studios, and OTT, though only LTV is explicitly referenced in the text points.",
      "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": 69,
        "componentCount": 8,
        "textChars": 633,
        "nDataPoints": 2,
        "notes": "The slide uses a color-coded legend for LTV, Movie Studios, and OTT, though only LTV is explicitly referenced in the text points.",
        "elementsJson": [
          "headline_text",
          "bullet_list",
          "icon_grid",
          "other"
        ],
        "confidence": 0.95,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:46:06.762+00",
          "seconds": 3.099,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-7e1c9fe1bc87/42",
        "deck": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87#slide-42",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.11,
            "w": 0.23,
            "x": 0.49,
            "y": 0.83
          },
          "kind": "callout",
          "text": "Drive more organic traffic (through own and artists' handles, SEO, CRM...)",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": null,
            "subkind": {
              "name": "Primary callout",
              "slug": "primary",
              "status": "active",
              "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:06.762+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "7d319e42-4aea-4768-87c6-f627c374e16f",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.11,
            "w": 0.23,
            "x": 0.73,
            "y": 0.83
          },
          "kind": "callout",
          "text": "Increase the scope and efficiency of external, paid initiatives",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": null,
            "subkind": {
              "name": "Primary callout",
              "slug": "primary",
              "status": "active",
              "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:06.762+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "94b2f6f6-089c-4de8-b22d-b3c26f06205b",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "callout",
          "text": "50-60% of out-of-network discovery for LTV and OTT happens on digital.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-24 12:48:44+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-acb9-741a-8350-6eff21b287d1",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.55,
            "w": 0.34,
            "x": 0.07,
            "y": 0.29
          },
          "kind": "image",
          "text": null,
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Illustration",
              "slug": "illustration",
              "status": "active",
              "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "illustration",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:06.762+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "ad26a132-cabe-4e17-b3ea-53fc071d3b32",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.04,
            "w": 0.33,
            "x": 0.04,
            "y": 0.83
          },
          "kind": "legend",
          "text": "LTV, Movie Studios, OTT",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Legend",
              "slug": "legend",
              "status": "active",
              "canonId": "31361933-3d22-4c70-bbad-0801e9fffc0c",
              "version": 1,
              "description": "Color/symbol decoder placed adjacent to a chart or diagram."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:06.762+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "c4bbff82-1631-4a82-932d-8bc4ed6b7ecc",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.45,
            "w": 0.42,
            "x": 0.53,
            "y": 0.16
          },
          "kind": "list",
          "text": "Videos across platforms and WoM (both online and offline) are critical drivers for discovery. New channels/platforms to distribute content online (studio and celeb handles, influencers etc.) gaining prominence. 50-60% of out-of-network discovery for LTV and OTT happens on digital. ~80% of LTV consumers point to supply-related challenges for online discovery.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:06.762+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "212d682e-790b-4ae4-ae4c-6f0b7bf0feae",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "discovery share: 80%",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-24 12:48:44+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-acb9-741a-8350-70ecdb8a22aa",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.12,
            "w": 0.26,
            "x": 0.04,
            "y": 0.07
          },
          "kind": "title",
          "text": "SUMMARY OF KEY INSIGHTS",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:06.762+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "69563618-f3f5-42d3-bbd0-e528cffef3ad",
          "parentComponentId": null
        }
      ],
      "metrics": [
        {
          "metricRaw": "discovery share",
          "numberRaw": "80%",
          "numberKind": "percent",
          "actionTitle": null,
          "calloutText": "50-60% of out-of-network discovery for LTV and OTT happens on digital.",
          "numberScale": null,
          "numberValue": 80,
          "metricFamily": "share_penetration",
          "numberCurrency": null
        }
      ],
      "tools": [
        {
          "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": "019dd95a-14f5-72a3-8b8a-9122f6a76714",
          "evidence": "Top-down summary: insights followed by 'Drive organic / Increase paid' calls to action",
          "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": "2026-04-29 13:07:32.858858+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 42,
          "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": "Peak-End Rule",
            "slug": "peak-end-rule",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-aa9c-728e-a15f-fa4c13a4aa78",
            "version": 1,
            "bodyDocId": null,
            "description": "Experiences judged primarily by their peak moment and ending",
            "familyLabel": null,
            "categoryName": "Loop",
            "categorySlug": "loop"
          },
          "agent": "Storyteller",
          "layer": "loop",
          "agents": [
            "Storyteller"
          ],
          "matchId": "019dd95a-14f5-72a3-8b8a-948dbaacea8a",
          "evidence": "Summary placed at end of Camera section as memorable closing peak",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 60,
          "extraction": {
            "at": "2026-04-29 13:07:32.858858+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 42,
          "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": "019dd95a-14f5-72a3-8b8a-8ea6f8239307",
          "evidence": "'SUMMARY OF KEY INSIGHTS' with discovery sub-conclusions",
          "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": 80,
          "extraction": {
            "at": "2026-04-29 13:07:32.858858+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 42,
          "whyItWorks": "Solves two failure modes at once. (1) The buried claim: action titles place the conclusion on the page before any analysis is read, so a busy reader doesn't reverse-engineer it from the chart. (2) The spineless deck: because each title is a claim, slides have to ladder up to the governing thought; logical gaps become visible as topic-shaped titles in a sequence that no longer reads as a story.",
          "antipattern": "Topic labels disguised as titles — Volume by quarter, Key findings, Pricing strategy, Margins have been impacted. No verb, or a passive verb with no agent, or a fact (Revenue grew 12%) without the so-what. Also: titles that overreach the chart's evidence, multi-claim X-grew-but-Y-fell welded titles, and mechanical repetition of the same X-drove-Y template across the deck.",
          "cardinality": null,
          "narrativePurpose": "Forces the deck to carry its argument in the title bar so a senior reader can extract the recommendation without opening a single slide; converts a binder of topics into a navigable pyramid where every slide is a node defending the apex."
        }
      ],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 43,
          "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": 38,
          "name": "Evidence & Proof",
          "beatId": "019dd95a-0702-74a3-87e0-22355ccfe1dc",
          "matchId": "019dd95a-0543-7581-99ae-e92c92ec9ca6",
          "beatType": {
            "name": "Evidence & Proof",
            "slug": "consultants-gambit-evidence-proof",
            "status": "active",
            "canonId": "019dd9b8-07b1-7688-8e1e-7637fec3802a",
            "version": 1,
            "description": null
          },
          "evidence": "Three case studies (pp.38-40) + key insights summary (pp.42-43)",
          "position": 4,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Evidence",
            "slug": "evidence",
            "status": "active",
            "canonId": "019dd9b8-03f9-772a-b84a-4f07b415b77a",
            "version": 1,
            "description": "A dedicated proof beat exists in only ~4 arcs (Gambit, Sequoia, AIDA, Monroes). Other arcs embed evidence inline within development."
          },
          "alignedBlockIds": null,
          "matchConfidence": 88
        },
        {
          "to": 43,
          "arc": {
            "name": "The Triple Take",
            "slug": "triple-take",
            "status": "active",
            "bestFor": "Data-driven presentations, research findings",
            "canonId": "019dd956-6221-73ad-bc12-378f8eb1f018",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "The Facts (What) -> The Implications (So What) -> The Action (Now What)",
            "description": null,
            "familyLabel": null
          },
          "from": 23,
          "name": "The Implications (So What)",
          "beatId": "019dd95a-0702-74a3-87e0-2df5adecf56a",
          "matchId": "019dd95a-0543-7581-99ae-ed37dc697ed1",
          "beatType": {
            "name": "The Implications (So What)",
            "slug": "triple-take-the-implications-so-what",
            "status": "active",
            "canonId": "019dd9b8-09c7-75cd-8c7b-ae0e23cca2b8",
            "version": 1,
            "description": null
          },
          "evidence": "Camera: discovery and engagement implications",
          "position": 2,
          "isPrimaryArc": false,
          "parentBeatType": {
            "name": "Reflection",
            "slug": "reflection",
            "status": "active",
            "canonId": "019dd9b8-0510-73fd-8d00-1c7e45f7bc98",
            "version": 1,
            "description": "The \"so what\" beat. Used by analytical arcs (Triple-take, Onion) and learning arcs (Voyage-return, Tragedy)."
          },
          "alignedBlockIds": null,
          "matchConfidence": 80
        }
      ],
      "loops": [
        {
          "to": 43,
          "from": 42,
          "loop": {
            "name": "41_so_what_cascade",
            "slug": "41-so-what-cascade",
            "status": "active",
            "bestFor": "Data presentations, executive summaries, driving to recommendations",
            "canonId": "019dd956-769f-7208-afbc-f28985c6f4fb",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Data -> So What? (Insight 1) -> So What? (Insight 2) -> So What? (The Action)",
            "description": "Chain insights together, each answering 'so what?' until you reach the actionable conclusion",
            "familyLabel": null
          },
          "matchId": "019dd95a-088b-72c8-b7e7-4d71a34f32b5",
          "evidence": "'Summary of key insights' page rolls up Discovery and Engagement findings into 'Drive more organic / Increase paid initiatives' actions",
          "position": 7,
          "objective": "Cascade data findings into prescriptive directions",
          "confidence": 84,
          "extraction": {
            "at": "2026-04-29 13:07:29.689431+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          }
        }
      ],
      "locked": true
    },
    {
      "page": 43,
      "type": "setup",
      "title": "The slide uses a two-column layout to contrast stages of the customer journey, followed by specific strategic initiatives.",
      "function": "present_framework",
      "rawType": "customer_journey",
      "block": null,
      "metadata": {
        "slideType": "customer_journey",
        "slideTypeCanon": {
          "name": "Customer journey",
          "slug": "customer_journey",
          "status": "active",
          "canonId": "019de52d-0966-70ce-afe3-bc7c98ffc8c9",
          "version": 1,
          "description": null
        },
        "function": "present_framework",
        "functionCanon": {
          "name": "Present framework",
          "slug": "present_framework",
          "status": "active",
          "canonId": "019de52d-1403-7667-9100-d2ac6709f750",
          "version": 1,
          "description": null
        },
        "density": "overcrowded",
        "densityScore": 84,
        "componentCount": 9,
        "textChars": 1108,
        "nDataPoints": 8,
        "notes": "The slide uses a two-column layout to contrast stages of the customer journey, followed by specific strategic initiatives.",
        "elementsJson": [
          "bullet_list",
          "callout_box"
        ],
        "confidence": 0.95,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:46:08.082+00",
          "seconds": 4.372,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-7e1c9fe1bc87/43",
        "deck": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87#slide-43",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.12,
            "w": 0.3,
            "x": 0.69,
            "y": 0.82
          },
          "kind": "callout",
          "text": "Leverage 1PD churn prediction models (higher lifetime value and reduced churn)",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": null,
            "subkind": {
              "name": "Primary callout",
              "slug": "primary",
              "status": "active",
              "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:08.082+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "ed12bf28-c0d2-4034-a3ec-ecc262c8d30e",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.12,
            "w": 0.3,
            "x": 0.05,
            "y": 0.82
          },
          "kind": "callout",
          "text": "Refine personalized communication via test and learn (ad copies, digital assets and channels)",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": null,
            "subkind": {
              "name": "Primary callout",
              "slug": "primary",
              "status": "active",
              "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:08.082+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "f770a7db-700d-4843-b42c-04e2af331beb",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.12,
            "w": 0.3,
            "x": 0.37,
            "y": 0.82
          },
          "kind": "callout",
          "text": "Build engagement ecosystem (On and off platform activations, with paid and organic initiatives)",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": null,
            "subkind": {
              "name": "Primary callout",
              "slug": "primary",
              "status": "active",
              "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:08.082+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "fe0d7a7f-043e-4860-84d2-c91b831d7163",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "callout",
          "text": "Up to 40% higher watch times for digitally engaged audiences for both OTT and LTV",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-24 12:48:45+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-acb9-741a-8350-eecd62eb8021",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.5,
            "w": 0.4,
            "x": 0.55,
            "y": 0.15
          },
          "kind": "list",
          "text": "85%+ viewers watch short clips of already watched content\n~50% audiences engage with content post-watching, significant even for LTV\nGenerate actionable feedback from online chatter before release\nWoM can be nudged by marketing activations\nUp to 40% higher watch times for digitally engaged audiences for both OTT and LTV\n~45% viewers discovered new movie through WoM",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:08.082+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "0b355ce0-901c-42a5-beee-d82cd3038b12",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.5,
            "w": 0.4,
            "x": 0.05,
            "y": 0.15
          },
          "kind": "list",
          "text": "60%+ consumers conduct research before viewed content\n3 digital touchpoints, between discovery and watching\n~30% viewers prefer digital videos for decision-making\n25-30% viewers say trailers/teasers are the most important factors to drive interest\nReviews and ratings and information about screening venues are among the most sought-after info for Movie Studios",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:08.082+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "e86ae54f-873d-4059-975a-dd7ff00316ab",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "watch time: 85%",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-24 12:48:45+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-acb9-741a-8350-f0c452e5d31a",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.04,
            "w": 0.18,
            "x": 0.16,
            "y": 0.07
          },
          "kind": "title",
          "text": "INTEREST",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:08.082+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "0adb0412-82fd-43c9-9800-56c27f6eb749",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.04,
            "w": 0.18,
            "x": 0.66,
            "y": 0.07
          },
          "kind": "title",
          "text": "ENGAGEMENT",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:08.082+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "82fdc5ea-aac2-4498-acc0-7b0045472ea2",
          "parentComponentId": null
        }
      ],
      "metrics": [
        {
          "metricRaw": "watch time",
          "numberRaw": "85%",
          "numberKind": "percent",
          "actionTitle": null,
          "calloutText": "Up to 40% higher watch times for digitally engaged audiences for both OTT and LTV",
          "numberScale": null,
          "numberValue": 85,
          "metricFamily": "other",
          "numberCurrency": null
        }
      ],
      "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": "019dd95a-14f5-72a3-8b8a-9aab4b0dc1a3",
          "evidence": "'Up to 40% higher watch times for digitally engaged audiences'",
          "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": 80,
          "extraction": {
            "at": "2026-04-29 13:07:32.858858+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 43,
          "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": "Customer journey map",
            "slug": "customer-journey-map",
            "status": "active",
            "bestFor": null,
            "canonId": "019de52d-1b26-7499-98c8-1091acc836be",
            "version": 1,
            "bodyDocId": null,
            "description": null,
            "familyLabel": null,
            "categoryName": null,
            "categorySlug": null
          },
          "agent": null,
          "layer": "slide",
          "agents": null,
          "matchId": "eb7af424-7d72-4aca-83b6-fe48be4bcbf6",
          "evidence": "Generate actionable feedback from online chatter before release",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 21:04:26.38356+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 43,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "frameworks": [
        {
          "matchId": "865f8a30-1c35-4163-be35-0111201c3481",
          "evidence": "The slide maps consumer behaviors across two distinct stages of the viewer journey (Interest and Engagement).",
          "framework": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-05-02 19:46:08.082+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 43,
          "frameworkName": "customer-journey-map"
        }
      ],
      "arcBeats": [
        {
          "to": 43,
          "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": 38,
          "name": "Evidence & Proof",
          "beatId": "019dd95a-0702-74a3-87e0-22355ccfe1dc",
          "matchId": "019dd95a-0543-7581-99ae-e92c92ec9ca6",
          "beatType": {
            "name": "Evidence & Proof",
            "slug": "consultants-gambit-evidence-proof",
            "status": "active",
            "canonId": "019dd9b8-07b1-7688-8e1e-7637fec3802a",
            "version": 1,
            "description": null
          },
          "evidence": "Three case studies (pp.38-40) + key insights summary (pp.42-43)",
          "position": 4,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Evidence",
            "slug": "evidence",
            "status": "active",
            "canonId": "019dd9b8-03f9-772a-b84a-4f07b415b77a",
            "version": 1,
            "description": "A dedicated proof beat exists in only ~4 arcs (Gambit, Sequoia, AIDA, Monroes). Other arcs embed evidence inline within development."
          },
          "alignedBlockIds": null,
          "matchConfidence": 88
        },
        {
          "to": 43,
          "arc": {
            "name": "The Triple Take",
            "slug": "triple-take",
            "status": "active",
            "bestFor": "Data-driven presentations, research findings",
            "canonId": "019dd956-6221-73ad-bc12-378f8eb1f018",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "The Facts (What) -> The Implications (So What) -> The Action (Now What)",
            "description": null,
            "familyLabel": null
          },
          "from": 23,
          "name": "The Implications (So What)",
          "beatId": "019dd95a-0702-74a3-87e0-2df5adecf56a",
          "matchId": "019dd95a-0543-7581-99ae-ed37dc697ed1",
          "beatType": {
            "name": "The Implications (So What)",
            "slug": "triple-take-the-implications-so-what",
            "status": "active",
            "canonId": "019dd9b8-09c7-75cd-8c7b-ae0e23cca2b8",
            "version": 1,
            "description": null
          },
          "evidence": "Camera: discovery and engagement implications",
          "position": 2,
          "isPrimaryArc": false,
          "parentBeatType": {
            "name": "Reflection",
            "slug": "reflection",
            "status": "active",
            "canonId": "019dd9b8-0510-73fd-8d00-1c7e45f7bc98",
            "version": 1,
            "description": "The \"so what\" beat. Used by analytical arcs (Triple-take, Onion) and learning arcs (Voyage-return, Tragedy)."
          },
          "alignedBlockIds": null,
          "matchConfidence": 80
        }
      ],
      "loops": [
        {
          "to": 43,
          "from": 42,
          "loop": {
            "name": "41_so_what_cascade",
            "slug": "41-so-what-cascade",
            "status": "active",
            "bestFor": "Data presentations, executive summaries, driving to recommendations",
            "canonId": "019dd956-769f-7208-afbc-f28985c6f4fb",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Data -> So What? (Insight 1) -> So What? (Insight 2) -> So What? (The Action)",
            "description": "Chain insights together, each answering 'so what?' until you reach the actionable conclusion",
            "familyLabel": null
          },
          "matchId": "019dd95a-088b-72c8-b7e7-4d71a34f32b5",
          "evidence": "'Summary of key insights' page rolls up Discovery and Engagement findings into 'Drive more organic / Increase paid initiatives' actions",
          "position": 7,
          "objective": "Cascade data findings into prescriptive directions",
          "confidence": 84,
          "extraction": {
            "at": "2026-04-29 13:07:29.689431+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          }
        }
      ],
      "locked": true
    },
    {
      "page": 44,
      "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": 3,
        "componentCount": 2,
        "textChars": 46,
        "nDataPoints": 0,
        "notes": null,
        "elementsJson": [
          "headline_text"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:46:06.499+00",
          "seconds": 2.76,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-7e1c9fe1bc87/44",
        "deck": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87#slide-44",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.13,
            "w": 0.28,
            "x": 0.17,
            "y": 0.295
          },
          "kind": "title",
          "text": "03 ACTION",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:06.499+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "dbdcb6d7-c2fd-4930-abdb-f8d865e9b35a",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.06,
            "w": 0.8,
            "x": 0.17,
            "y": 0.55
          },
          "kind": "title",
          "text": "Building a digital-ready organization",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Subtitle",
              "slug": "subtitle",
              "status": "active",
              "canonId": "019de52c-fb09-739d-900c-815b0d9ac526",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "subtitle",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:06.499+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "875e4c3d-a830-4a4e-805b-e3a954b73c5d",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "Section divider",
            "slug": "section-divider",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd9e1-4c66-707d-8d1f-6e14547134c7",
            "version": 1,
            "bodyDocId": null,
            "description": "A transitional slide marking the start of a new section.",
            "familyLabel": null,
            "categoryName": null,
            "categorySlug": null
          },
          "agent": null,
          "layer": "slide",
          "agents": null,
          "matchId": "e0ed7f7d-e21a-4f84-af55-8ebba4cc9202",
          "evidence": "03 ACTION Building a digital-ready organization",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-07-17 03:14:38.809929+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 44,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": "common",
          "narrativePurpose": null
        }
      ],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 53,
          "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": 44,
          "name": "Impact & Next Steps",
          "beatId": "019dd95a-0702-74a3-87e0-25151da82f17",
          "matchId": "019dd95a-0543-7581-99ae-e92c92ec9ca6",
          "beatType": {
            "name": "Impact & Next Steps",
            "slug": "consultants-gambit-impact-next-steps",
            "status": "active",
            "canonId": "019dd9b8-0849-7728-9ee9-fd1609c4c655",
            "version": 1,
            "description": null
          },
          "evidence": "Action: capabilities to build + ~$11Bn+ revenue impact",
          "position": 5,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Resolution",
            "slug": "resolution",
            "status": "active",
            "canonId": "019dd9b8-045d-703b-8dd7-e92aba3ba91b",
            "version": 1,
            "description": "How the deck ends. Required in 19/20 arcs. The exception (Sparkline) ends with new bliss which is functionally a resolution."
          },
          "alignedBlockIds": null,
          "matchConfidence": 88
        },
        {
          "to": 53,
          "arc": {
            "name": "The Triple Take",
            "slug": "triple-take",
            "status": "active",
            "bestFor": "Data-driven presentations, research findings",
            "canonId": "019dd956-6221-73ad-bc12-378f8eb1f018",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "The Facts (What) -> The Implications (So What) -> The Action (Now What)",
            "description": null,
            "familyLabel": null
          },
          "from": 44,
          "name": "The Action (Now What)",
          "beatId": "019dd95a-0702-74a3-87e0-31fdeb4518f1",
          "matchId": "019dd95a-0543-7581-99ae-ed37dc697ed1",
          "beatType": {
            "name": "The Action (Now What)",
            "slug": "triple-take-the-action-now-what",
            "status": "active",
            "canonId": "019dd9b8-0a5e-735a-bf53-3a1ba629b7aa",
            "version": 1,
            "description": null
          },
          "evidence": "Action: building a digital-ready organization",
          "position": 3,
          "isPrimaryArc": false,
          "parentBeatType": {
            "name": "Resolution",
            "slug": "resolution",
            "status": "active",
            "canonId": "019dd9b8-045d-703b-8dd7-e92aba3ba91b",
            "version": 1,
            "description": "How the deck ends. Required in 19/20 arcs. The exception (Sparkline) ends with new bliss which is functionally a resolution."
          },
          "alignedBlockIds": null,
          "matchConfidence": 80
        }
      ],
      "loops": [],
      "locked": true
    },
    {
      "page": 45,
      "type": "setup",
      "title": "This is a visual transition or filler slide with no text content.",
      "function": "filler",
      "rawType": "filler",
      "block": null,
      "metadata": {
        "slideType": "filler",
        "slideTypeCanon": {
          "name": "Filler",
          "slug": "filler",
          "status": "active",
          "canonId": "019de52d-0829-76f9-9abe-4c11ee7bf4ab",
          "version": 1,
          "description": null
        },
        "function": "filler",
        "functionCanon": {
          "name": "Filler",
          "slug": "filler",
          "status": "active",
          "canonId": "019de52d-1568-702b-ad12-428490978783",
          "version": 1,
          "description": null
        },
        "density": "sparse",
        "densityScore": 4,
        "componentCount": 1,
        "textChars": 97,
        "nDataPoints": 0,
        "notes": "This is a visual transition or filler slide with no text content.",
        "elementsJson": [
          "photo"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:46:05.491+00",
          "seconds": 1.7,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-7e1c9fe1bc87/45",
        "deck": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87#slide-45",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.8,
            "w": 0.65,
            "x": 0.25,
            "y": 0.1
          },
          "kind": "image",
          "text": "Illustration of a person standing next to a whiteboard with sticky notes and a laptop on a table.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Illustration",
              "slug": "illustration",
              "status": "active",
              "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "illustration",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:05.491+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "eb6cb60c-c395-4622-8629-5a46a443e523",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 53,
          "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": 44,
          "name": "Impact & Next Steps",
          "beatId": "019dd95a-0702-74a3-87e0-25151da82f17",
          "matchId": "019dd95a-0543-7581-99ae-e92c92ec9ca6",
          "beatType": {
            "name": "Impact & Next Steps",
            "slug": "consultants-gambit-impact-next-steps",
            "status": "active",
            "canonId": "019dd9b8-0849-7728-9ee9-fd1609c4c655",
            "version": 1,
            "description": null
          },
          "evidence": "Action: capabilities to build + ~$11Bn+ revenue impact",
          "position": 5,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Resolution",
            "slug": "resolution",
            "status": "active",
            "canonId": "019dd9b8-045d-703b-8dd7-e92aba3ba91b",
            "version": 1,
            "description": "How the deck ends. Required in 19/20 arcs. The exception (Sparkline) ends with new bliss which is functionally a resolution."
          },
          "alignedBlockIds": null,
          "matchConfidence": 88
        },
        {
          "to": 53,
          "arc": {
            "name": "The Triple Take",
            "slug": "triple-take",
            "status": "active",
            "bestFor": "Data-driven presentations, research findings",
            "canonId": "019dd956-6221-73ad-bc12-378f8eb1f018",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "The Facts (What) -> The Implications (So What) -> The Action (Now What)",
            "description": null,
            "familyLabel": null
          },
          "from": 44,
          "name": "The Action (Now What)",
          "beatId": "019dd95a-0702-74a3-87e0-31fdeb4518f1",
          "matchId": "019dd95a-0543-7581-99ae-ed37dc697ed1",
          "beatType": {
            "name": "The Action (Now What)",
            "slug": "triple-take-the-action-now-what",
            "status": "active",
            "canonId": "019dd9b8-0a5e-735a-bf53-3a1ba629b7aa",
            "version": 1,
            "description": null
          },
          "evidence": "Action: building a digital-ready organization",
          "position": 3,
          "isPrimaryArc": false,
          "parentBeatType": {
            "name": "Resolution",
            "slug": "resolution",
            "status": "active",
            "canonId": "019dd9b8-045d-703b-8dd7-e92aba3ba91b",
            "version": 1,
            "description": "How the deck ends. Required in 19/20 arcs. The exception (Sparkline) ends with new bliss which is functionally a resolution."
          },
          "alignedBlockIds": null,
          "matchConfidence": 80
        }
      ],
      "loops": [],
      "locked": true
    },
    {
      "page": 46,
      "type": "resolution",
      "title": "The slide uses a tree-like diagram to connect five strategic pillars to a central theme.",
      "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": "balanced",
        "densityScore": 34,
        "componentCount": 5,
        "textChars": 434,
        "nDataPoints": 0,
        "notes": "The slide uses a tree-like diagram to connect five strategic pillars to a central theme.",
        "elementsJson": [
          "headline_text",
          "icon_grid",
          "process_diagram"
        ],
        "confidence": 0.95,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:46:06.625+00",
          "seconds": 2.743,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-7e1c9fe1bc87/46",
        "deck": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87#slide-46",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.75,
            "w": 0.3,
            "x": 0.35,
            "y": 0.15
          },
          "kind": "diagram",
          "text": "Tree-like branching diagram connecting five strategic points",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Diagram",
              "slug": "diagram",
              "status": "active",
              "canonId": "019de52c-f9f0-734a-81de-15382ff28c65",
              "version": 1,
              "description": "Schematic or relational diagram."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": "other",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:06.625+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "4052ba8c-8966-4e9f-8b27-55a52e10d14b",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.7,
            "w": 0.9,
            "x": 0.05,
            "y": 0.18
          },
          "kind": "list",
          "text": "Blurring boundaries between media verticals in consumers' minds; One size does not fit all; Digital is a complementary medium; Digital activations are multidimensional; Focus on E2E media consumption journey; Build capabilities to maximize value generation",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:06.625+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "c23f331a-5be6-4eeb-a151-b6eb5522fd83",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.3,
            "x": 0.05,
            "y": 0.92
          },
          "kind": "source-note",
          "text": "1. Marketing, advertising, data and technical stack",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:06.625+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "29bd8c41-18df-4a1f-a831-92ddc4fa30a4",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.4,
            "x": 0.05,
            "y": 0.1
          },
          "kind": "title",
          "text": "Navigating the new digital landscape",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:06.625+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "f156384d-9ffe-442b-af6c-dc01a38b6ae9",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.3,
            "x": 0.05,
            "y": 0.07
          },
          "kind": "title",
          "text": "The way forward for M&E leaders",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Subtitle",
              "slug": "subtitle",
              "status": "active",
              "canonId": "019de52c-fb09-739d-900c-815b0d9ac526",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "subtitle",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:06.625+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "4533e7a2-1059-4a44-9237-103c0d50e0e9",
          "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": "019dd95a-14f5-72a3-8b8a-9ff4e5dbf24f",
          "evidence": "'Navigating the new digital landscape'",
          "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": 70,
          "extraction": {
            "at": "2026-04-29 13:07:32.858858+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 46,
          "whyItWorks": "Solves two failure modes at once. (1) The buried claim: action titles place the conclusion on the page before any analysis is read, so a busy reader doesn't reverse-engineer it from the chart. (2) The spineless deck: because each title is a claim, slides have to ladder up to the governing thought; logical gaps become visible as topic-shaped titles in a sequence that no longer reads as a story.",
          "antipattern": "Topic labels disguised as titles — Volume by quarter, Key findings, Pricing strategy, Margins have been impacted. No verb, or a passive verb with no agent, or a fact (Revenue grew 12%) without the so-what. Also: titles that overreach the chart's evidence, multi-claim X-grew-but-Y-fell welded titles, and mechanical repetition of the same X-drove-Y template across the deck.",
          "cardinality": null,
          "narrativePurpose": "Forces the deck to carry its argument in the title bar so a senior reader can extract the recommendation without opening a single slide; converts a binder of topics into a navigable pyramid where every slide is a node defending the apex."
        }
      ],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 53,
          "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": 44,
          "name": "Impact & Next Steps",
          "beatId": "019dd95a-0702-74a3-87e0-25151da82f17",
          "matchId": "019dd95a-0543-7581-99ae-e92c92ec9ca6",
          "beatType": {
            "name": "Impact & Next Steps",
            "slug": "consultants-gambit-impact-next-steps",
            "status": "active",
            "canonId": "019dd9b8-0849-7728-9ee9-fd1609c4c655",
            "version": 1,
            "description": null
          },
          "evidence": "Action: capabilities to build + ~$11Bn+ revenue impact",
          "position": 5,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Resolution",
            "slug": "resolution",
            "status": "active",
            "canonId": "019dd9b8-045d-703b-8dd7-e92aba3ba91b",
            "version": 1,
            "description": "How the deck ends. Required in 19/20 arcs. The exception (Sparkline) ends with new bliss which is functionally a resolution."
          },
          "alignedBlockIds": null,
          "matchConfidence": 88
        },
        {
          "to": 53,
          "arc": {
            "name": "The Triple Take",
            "slug": "triple-take",
            "status": "active",
            "bestFor": "Data-driven presentations, research findings",
            "canonId": "019dd956-6221-73ad-bc12-378f8eb1f018",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "The Facts (What) -> The Implications (So What) -> The Action (Now What)",
            "description": null,
            "familyLabel": null
          },
          "from": 44,
          "name": "The Action (Now What)",
          "beatId": "019dd95a-0702-74a3-87e0-31fdeb4518f1",
          "matchId": "019dd95a-0543-7581-99ae-ed37dc697ed1",
          "beatType": {
            "name": "The Action (Now What)",
            "slug": "triple-take-the-action-now-what",
            "status": "active",
            "canonId": "019dd9b8-0a5e-735a-bf53-3a1ba629b7aa",
            "version": 1,
            "description": null
          },
          "evidence": "Action: building a digital-ready organization",
          "position": 3,
          "isPrimaryArc": false,
          "parentBeatType": {
            "name": "Resolution",
            "slug": "resolution",
            "status": "active",
            "canonId": "019dd9b8-045d-703b-8dd7-e92aba3ba91b",
            "version": 1,
            "description": "How the deck ends. Required in 19/20 arcs. The exception (Sparkline) ends with new bliss which is functionally a resolution."
          },
          "alignedBlockIds": null,
          "matchConfidence": 80
        }
      ],
      "loops": [
        {
          "to": 52,
          "from": 46,
          "loop": {
            "name": "48_capability_gap",
            "slug": "48-capability-gap",
            "status": "active",
            "bestFor": "M&A strategy, digital transformation, organizational design",
            "canonId": "019dd956-7967-72d8-af8c-67c97d61c03b",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "Required Capabilities -> Current State -> The Gap -> Build vs Buy vs Partner Decision",
            "description": "Compare required capabilities vs. current capabilities to define the build/buy/partner decision",
            "familyLabel": null
          },
          "matchId": "019dd95a-088b-72c8-b7e7-51d0978c0da5",
          "evidence": "'Critical new capabilities are needed' (p.47) + content factory, flywheel, tech/data, measurement (pp.48-52)",
          "position": 8,
          "objective": "Define required capabilities and how to build them",
          "confidence": 82,
          "extraction": {
            "at": "2026-04-29 13:07:29.689431+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          }
        }
      ],
      "locked": true
    },
    {
      "page": 47,
      "type": "setup",
      "title": "The slide uses a circular diagram to represent five distinct capability areas.",
      "function": "prioritize",
      "rawType": "initiative_list",
      "block": null,
      "metadata": {
        "slideType": "initiative_list",
        "slideTypeCanon": {
          "name": "Initiative list",
          "slug": "initiative_list",
          "status": "active",
          "canonId": "019de52d-0caf-770e-9b91-b99239121f50",
          "version": 1,
          "description": null
        },
        "function": "prioritize",
        "functionCanon": {
          "name": "Prioritize",
          "slug": "prioritize",
          "status": "active",
          "canonId": "019de52d-1519-74b0-bca0-2b0217b641fa",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 67,
        "componentCount": 8,
        "textChars": 733,
        "nDataPoints": 0,
        "notes": "The slide uses a circular diagram to represent five distinct capability areas.",
        "elementsJson": [
          "process_diagram",
          "bullet_list"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:46:10.653+00",
          "seconds": 6.693,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-7e1c9fe1bc87/47",
        "deck": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87#slide-47",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.4,
            "w": 0.624,
            "x": 0.188,
            "y": 0.385
          },
          "kind": "diagram",
          "text": "Circular process diagram with 5 numbered segments",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Diagram",
              "slug": "diagram",
              "status": "active",
              "canonId": "019de52c-f9f0-734a-81de-15382ff28c65",
              "version": 1,
              "description": "Schematic or relational diagram."
            },
            "tool": null,
            "subkind": {
              "name": "Process flow",
              "slug": "process",
              "status": "active",
              "canonId": "019de52d-039c-718f-ad3a-efe9c4b3c838",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "process",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:10.653+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "d1aca6aa-9bbd-4c16-b43f-844ca376ad16",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.13,
            "w": 0.25,
            "x": 0.735,
            "y": 0.485
          },
          "kind": "list",
          "text": "5. Measurement toolkit: Difficult to measure the true business impact of marketing activations – especially engagement and branding campaigns",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:10.653+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "467d85b7-1fe2-4436-9ecd-dd928fe2dff6",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.13,
            "w": 0.25,
            "x": 0.18,
            "y": 0.265
          },
          "kind": "list",
          "text": "2. Flywheel for user engagement: Inability to nudge WoM with marketing activations, both digital and offline",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:10.653+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "7f51fd14-58a0-4f75-8040-4ccb6b63eb1d",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.13,
            "w": 0.25,
            "x": 0.065,
            "y": 0.52
          },
          "kind": "list",
          "text": "1. Content Factory: Difficult to create quality, multi-format content, at high velocity, and refresh it across platforms and languages",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:10.653+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "8b1db47e-333b-45c6-9fc0-56c22a071a84",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.13,
            "w": 0.25,
            "x": 0.65,
            "y": 0.265
          },
          "kind": "list",
          "text": "4. Optimal MADTech stack: Lack of advanced technologies and data capabilities",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:10.653+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "8cd060fb-cf4c-4433-a928-1e1a9a6889dc",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.13,
            "w": 0.25,
            "x": 0.375,
            "y": 0.265
          },
          "kind": "list",
          "text": "3. Organizational capabilities: Lack of organizational skills to create and execute new-age digital activations",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:10.653+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "d755b95f-fde2-467a-aa0d-26cc54e20055",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.32,
            "x": 0.065,
            "y": 0.955
          },
          "kind": "title",
          "text": "ACTION : BUILDING A DIGITAL-READY ORGANIZATION",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Action title",
              "slug": "action-title",
              "status": "active",
              "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "action-title",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:10.653+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "4ff0d5fe-a407-46bc-b0bd-e4a888aef454",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.88,
            "x": 0.06,
            "y": 0.06
          },
          "kind": "title",
          "text": "Critical new capabilities are needed to maximize revenue generation",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:10.653+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "17c15b11-b781-4729-a1c8-0753ee182a74",
          "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": "1e011ade-40e3-4aaf-ad1a-f9ae2c6216b8",
          "evidence": "Circular process diagram with 5 numbered segments",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.5,
          "extraction": {
            "at": "2026-07-16 21:04:10.000384+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 47,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": "common",
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "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": "019dd95a-14f5-72a3-8b8a-a188201dcbaa",
          "evidence": "'Critical new capabilities are needed to maximize revenue generation'",
          "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": 82,
          "extraction": {
            "at": "2026-04-29 13:07:32.858858+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 47,
          "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": "Flywheel",
            "slug": "flywheel",
            "status": "active",
            "bestFor": null,
            "canonId": "019de52d-1ad8-75ab-9027-a40365590152",
            "version": 1,
            "bodyDocId": null,
            "description": null,
            "familyLabel": null,
            "categoryName": null,
            "categorySlug": null
          },
          "agent": null,
          "layer": "slide",
          "agents": null,
          "matchId": "ff276e94-d8d2-4f3f-9972-b54e000ef4e0",
          "evidence": "Flywheel for user engagement: Inability to nudge WoM with marketing activations, both digital and offline",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 21:04:09.95961+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 47,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "frameworks": [
        {
          "matchId": "c4031fdc-3dc0-42a9-8859-f03e17caa4e0",
          "evidence": "Explicit mention of 'Flywheel for user engagement'",
          "framework": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-05-02 19:46:10.653+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 47,
          "frameworkName": "flywheel"
        }
      ],
      "arcBeats": [
        {
          "to": 53,
          "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": 44,
          "name": "Impact & Next Steps",
          "beatId": "019dd95a-0702-74a3-87e0-25151da82f17",
          "matchId": "019dd95a-0543-7581-99ae-e92c92ec9ca6",
          "beatType": {
            "name": "Impact & Next Steps",
            "slug": "consultants-gambit-impact-next-steps",
            "status": "active",
            "canonId": "019dd9b8-0849-7728-9ee9-fd1609c4c655",
            "version": 1,
            "description": null
          },
          "evidence": "Action: capabilities to build + ~$11Bn+ revenue impact",
          "position": 5,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Resolution",
            "slug": "resolution",
            "status": "active",
            "canonId": "019dd9b8-045d-703b-8dd7-e92aba3ba91b",
            "version": 1,
            "description": "How the deck ends. Required in 19/20 arcs. The exception (Sparkline) ends with new bliss which is functionally a resolution."
          },
          "alignedBlockIds": null,
          "matchConfidence": 88
        },
        {
          "to": 53,
          "arc": {
            "name": "The Triple Take",
            "slug": "triple-take",
            "status": "active",
            "bestFor": "Data-driven presentations, research findings",
            "canonId": "019dd956-6221-73ad-bc12-378f8eb1f018",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "The Facts (What) -> The Implications (So What) -> The Action (Now What)",
            "description": null,
            "familyLabel": null
          },
          "from": 44,
          "name": "The Action (Now What)",
          "beatId": "019dd95a-0702-74a3-87e0-31fdeb4518f1",
          "matchId": "019dd95a-0543-7581-99ae-ed37dc697ed1",
          "beatType": {
            "name": "The Action (Now What)",
            "slug": "triple-take-the-action-now-what",
            "status": "active",
            "canonId": "019dd9b8-0a5e-735a-bf53-3a1ba629b7aa",
            "version": 1,
            "description": null
          },
          "evidence": "Action: building a digital-ready organization",
          "position": 3,
          "isPrimaryArc": false,
          "parentBeatType": {
            "name": "Resolution",
            "slug": "resolution",
            "status": "active",
            "canonId": "019dd9b8-045d-703b-8dd7-e92aba3ba91b",
            "version": 1,
            "description": "How the deck ends. Required in 19/20 arcs. The exception (Sparkline) ends with new bliss which is functionally a resolution."
          },
          "alignedBlockIds": null,
          "matchConfidence": 80
        }
      ],
      "loops": [
        {
          "to": 52,
          "from": 46,
          "loop": {
            "name": "48_capability_gap",
            "slug": "48-capability-gap",
            "status": "active",
            "bestFor": "M&A strategy, digital transformation, organizational design",
            "canonId": "019dd956-7967-72d8-af8c-67c97d61c03b",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "Required Capabilities -> Current State -> The Gap -> Build vs Buy vs Partner Decision",
            "description": "Compare required capabilities vs. current capabilities to define the build/buy/partner decision",
            "familyLabel": null
          },
          "matchId": "019dd95a-088b-72c8-b7e7-51d0978c0da5",
          "evidence": "'Critical new capabilities are needed' (p.47) + content factory, flywheel, tech/data, measurement (pp.48-52)",
          "position": 8,
          "objective": "Define required capabilities and how to build them",
          "confidence": 82,
          "extraction": {
            "at": "2026-04-29 13:07:29.689431+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          }
        }
      ],
      "locked": true
    },
    {
      "page": 48,
      "type": "setup",
      "title": "The slide uses a hub-and-spoke style diagram to show how content creation is distributed between internal teams and external agencies.",
      "function": "present_solution",
      "rawType": "initiative_list",
      "block": null,
      "metadata": {
        "slideType": "initiative_list",
        "slideTypeCanon": {
          "name": "Initiative list",
          "slug": "initiative_list",
          "status": "active",
          "canonId": "019de52d-0caf-770e-9b91-b99239121f50",
          "version": 1,
          "description": null
        },
        "function": "present_solution",
        "functionCanon": {
          "name": "Present solution",
          "slug": "present_solution",
          "status": "active",
          "canonId": "019de52d-15b8-71da-bd23-2b767850cbce",
          "version": 1,
          "description": null
        },
        "density": "sparse",
        "densityScore": 23,
        "componentCount": 4,
        "textChars": 342,
        "nDataPoints": 0,
        "notes": "The slide uses a hub-and-spoke style diagram to show how content creation is distributed between internal teams and external agencies.",
        "elementsJson": [
          "headline_text",
          "process_diagram",
          "icon_grid"
        ],
        "confidence": 0.95,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:46:10.465+00",
          "seconds": 5.375,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-7e1c9fe1bc87/48",
        "deck": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87#slide-48",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.7,
            "w": 0.45,
            "x": 0.35,
            "y": 0.2
          },
          "kind": "diagram",
          "text": "Content factory workflow showing in-house talent and strategic partnerships",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Diagram",
              "slug": "diagram",
              "status": "active",
              "canonId": "019de52c-f9f0-734a-81de-15382ff28c65",
              "version": 1,
              "description": "Schematic or relational diagram."
            },
            "tool": null,
            "subkind": {
              "name": "Process flow",
              "slug": "process",
              "status": "active",
              "canonId": "019de52d-039c-718f-ad3a-efe9c4b3c838",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "process",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:10.465+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "0e0d9d38-1c56-47a5-8bb6-077f37d1748a",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.27,
            "w": 0.13,
            "x": 0.81,
            "y": 0.61
          },
          "kind": "image",
          "text": "Person leaning on a giant pencil",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Illustration",
              "slug": "illustration",
              "status": "active",
              "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "illustration",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:10.465+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "71d82324-684c-4de7-8d2a-d90c8a04acef",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.4,
            "w": 0.2,
            "x": 0.09,
            "y": 0.45
          },
          "kind": "list",
          "text": "Trailers, Teasers/promos, Short clips, Behind the scenes, Challenges, Interviews, Posts, Memes, Updates, Contests, Interactive quizzes, Blogs/articles, Audio podcasts",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:10.465+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "fbb8fbf1-309b-449c-bfae-b7638848c196",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.69,
            "x": 0.048,
            "y": 0.068
          },
          "kind": "title",
          "text": "Develop a 'content factory' to generate high-quality content at speed",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:10.465+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "381f9194-d40f-42fd-873d-58513763c8ac",
          "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": "019dd95a-14f5-72a3-8b8a-a51531ece502",
          "evidence": "'Develop a content factory to generate high-quality content at speed'",
          "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": "2026-04-29 13:07:32.858858+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 48,
          "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": "Metaphor & Analogy",
            "slug": "metaphor-analogy",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-adea-7729-bca1-70810d6238a9",
            "version": 1,
            "bodyDocId": null,
            "description": "Making abstract concepts concrete through familiar comparisons",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Storyteller",
          "layer": "slide",
          "agents": [
            "Storyteller"
          ],
          "matchId": "019dd95a-14f5-72a3-8b8a-ab2b12fb8ddb",
          "evidence": "'Content factory' metaphor frames a complex operating model",
          "pageRefs": null,
          "priority": "Core",
          "whenToUse": null,
          "confidence": 80,
          "extraction": {
            "at": "2026-04-29 13:07:32.858858+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 48,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "Visual Hierarchy",
            "slug": "visual-hierarchy",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-b2ca-706b-937f-e52441086fd7",
            "version": 1,
            "bodyDocId": null,
            "description": "Order of perception through Size > Color > Position > Weight > Space",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Designer",
          "layer": "slide",
          "agents": [
            "Designer"
          ],
          "matchId": "019dd95a-14f5-72a3-8b8a-afc825189db8",
          "evidence": "Two icon-led branches (in-house talent / partnerships) with sub-bullets",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 70,
          "extraction": {
            "at": "2026-04-29 13:07:32.858858+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 48,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "frameworks": [
        {
          "matchId": "019dd95a-1ca6-71be-9e59-fb118c69270a",
          "evidence": "Slide titled 'Develop a content factory'; in-house talent + partnerships branches",
          "framework": null,
          "confidence": 78,
          "extraction": {
            "at": "2026-04-29 13:07:34.826634+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 48,
          "frameworkName": "Content Factory"
        },
        {
          "matchId": "cc8afbea-c0b5-4be2-92c9-d5f4e4d98248",
          "evidence": "The slide explicitly describes a 'content factory' to generate content at speed.",
          "framework": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-05-02 19:46:10.465+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 48,
          "frameworkName": "content-factory-model"
        }
      ],
      "arcBeats": [
        {
          "to": 53,
          "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": 44,
          "name": "Impact & Next Steps",
          "beatId": "019dd95a-0702-74a3-87e0-25151da82f17",
          "matchId": "019dd95a-0543-7581-99ae-e92c92ec9ca6",
          "beatType": {
            "name": "Impact & Next Steps",
            "slug": "consultants-gambit-impact-next-steps",
            "status": "active",
            "canonId": "019dd9b8-0849-7728-9ee9-fd1609c4c655",
            "version": 1,
            "description": null
          },
          "evidence": "Action: capabilities to build + ~$11Bn+ revenue impact",
          "position": 5,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Resolution",
            "slug": "resolution",
            "status": "active",
            "canonId": "019dd9b8-045d-703b-8dd7-e92aba3ba91b",
            "version": 1,
            "description": "How the deck ends. Required in 19/20 arcs. The exception (Sparkline) ends with new bliss which is functionally a resolution."
          },
          "alignedBlockIds": null,
          "matchConfidence": 88
        },
        {
          "to": 53,
          "arc": {
            "name": "The Triple Take",
            "slug": "triple-take",
            "status": "active",
            "bestFor": "Data-driven presentations, research findings",
            "canonId": "019dd956-6221-73ad-bc12-378f8eb1f018",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "The Facts (What) -> The Implications (So What) -> The Action (Now What)",
            "description": null,
            "familyLabel": null
          },
          "from": 44,
          "name": "The Action (Now What)",
          "beatId": "019dd95a-0702-74a3-87e0-31fdeb4518f1",
          "matchId": "019dd95a-0543-7581-99ae-ed37dc697ed1",
          "beatType": {
            "name": "The Action (Now What)",
            "slug": "triple-take-the-action-now-what",
            "status": "active",
            "canonId": "019dd9b8-0a5e-735a-bf53-3a1ba629b7aa",
            "version": 1,
            "description": null
          },
          "evidence": "Action: building a digital-ready organization",
          "position": 3,
          "isPrimaryArc": false,
          "parentBeatType": {
            "name": "Resolution",
            "slug": "resolution",
            "status": "active",
            "canonId": "019dd9b8-045d-703b-8dd7-e92aba3ba91b",
            "version": 1,
            "description": "How the deck ends. Required in 19/20 arcs. The exception (Sparkline) ends with new bliss which is functionally a resolution."
          },
          "alignedBlockIds": null,
          "matchConfidence": 80
        }
      ],
      "loops": [
        {
          "to": 52,
          "from": 46,
          "loop": {
            "name": "48_capability_gap",
            "slug": "48-capability-gap",
            "status": "active",
            "bestFor": "M&A strategy, digital transformation, organizational design",
            "canonId": "019dd956-7967-72d8-af8c-67c97d61c03b",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "Required Capabilities -> Current State -> The Gap -> Build vs Buy vs Partner Decision",
            "description": "Compare required capabilities vs. current capabilities to define the build/buy/partner decision",
            "familyLabel": null
          },
          "matchId": "019dd95a-088b-72c8-b7e7-51d0978c0da5",
          "evidence": "'Critical new capabilities are needed' (p.47) + content factory, flywheel, tech/data, measurement (pp.48-52)",
          "position": 8,
          "objective": "Define required capabilities and how to build them",
          "confidence": 82,
          "extraction": {
            "at": "2026-04-29 13:07:29.689431+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          }
        }
      ],
      "locked": true
    },
    {
      "page": 49,
      "type": "setup",
      "title": "The slide uses a circular flywheel diagram to represent the engagement loop, connected to specific tactical lists.",
      "function": "present_solution",
      "rawType": "initiative_list",
      "block": null,
      "metadata": {
        "slideType": "initiative_list",
        "slideTypeCanon": {
          "name": "Initiative list",
          "slug": "initiative_list",
          "status": "active",
          "canonId": "019de52d-0caf-770e-9b91-b99239121f50",
          "version": 1,
          "description": null
        },
        "function": "present_solution",
        "functionCanon": {
          "name": "Present solution",
          "slug": "present_solution",
          "status": "active",
          "canonId": "019de52d-15b8-71da-bd23-2b767850cbce",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 50,
        "componentCount": 6,
        "textChars": 668,
        "nDataPoints": 0,
        "notes": "The slide uses a circular flywheel diagram to represent the engagement loop, connected to specific tactical lists.",
        "elementsJson": [
          "headline_text",
          "process_diagram",
          "bullet_list",
          "icon_grid"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:46:10.812+00",
          "seconds": 5.59,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-7e1c9fe1bc87/49",
        "deck": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87#slide-49",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "Combine on-platform activations ... with both organic and paid activations off-platform to engage users",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-24 12:48:48+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-acb9-741a-8352-fa11d7a34200",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.75,
            "w": 0.38,
            "x": 0,
            "y": 0.18
          },
          "kind": "diagram",
          "text": "Flywheel diagram",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Diagram",
              "slug": "diagram",
              "status": "active",
              "canonId": "019de52c-f9f0-734a-81de-15382ff28c65",
              "version": 1,
              "description": "Schematic or relational diagram."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": "flywheel",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:10.812+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "695bf1a4-30e4-448e-9e66-33bee6094d3f",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.185,
            "w": 0.525,
            "x": 0.398,
            "y": 0.205
          },
          "kind": "list",
          "text": "Combine on-platform activations ... Via app notifications, top listings, current trending; Develop BTS videos; Ask for user voting/polls; Promote interactivity; Run contests",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:10.812+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "24df651b-25f1-49ee-a646-ac74dbb4129a",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.32,
            "w": 0.525,
            "x": 0.398,
            "y": 0.518
          },
          "kind": "list",
          "text": "... with both organic and paid activations off-platform to engage users. Organic: Increase activity, Re-share posts, Build communities, Create shareable content. Paid: Run deep-funnel campaigns, Leverage influencer-led campaigns, Empower precision targeting, Deploy innovative digital ad-tech",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:10.812+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "f8e908e1-0c3f-45a5-b602-6d73eb89f9aa",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.075,
            "x": 0.85,
            "y": 0.175
          },
          "kind": "source-note",
          "text": "Non-exhaustive",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:10.812+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "40929a0b-34ee-41f3-88d8-2b798f42178c",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.1,
            "w": 0.6,
            "x": 0.06,
            "y": 0.06
          },
          "kind": "title",
          "text": "Build a flywheel for user engagement, leveled up with paid activations",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:10.812+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "e1ee601a-0626-471b-8726-58fe050d2b81",
          "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": "019dd95a-14f5-72a3-8b8a-b1488d0a480e",
          "evidence": "'Build a flywheel for user engagement, leveled up with paid activations'",
          "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": "2026-04-29 13:07:32.858858+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 49,
          "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": "Flywheel",
            "slug": "flywheel",
            "status": "active",
            "bestFor": null,
            "canonId": "019de52d-1ad8-75ab-9027-a40365590152",
            "version": 1,
            "bodyDocId": null,
            "description": null,
            "familyLabel": null,
            "categoryName": null,
            "categorySlug": null
          },
          "agent": null,
          "layer": "slide",
          "agents": null,
          "matchId": "fa426c49-06ab-4dfb-ae9b-77988e02208a",
          "evidence": "Flywheel diagram",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-07-16 21:04:10.133248+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 49,
          "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": "019dd95a-14f5-72a3-8b8a-b458f0485aba",
          "evidence": "Flywheel metaphor with circular diagram on left",
          "pageRefs": null,
          "priority": "Core",
          "whenToUse": null,
          "confidence": 88,
          "extraction": {
            "at": "2026-04-29 13:07:32.858858+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 49,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "frameworks": [
        {
          "matchId": "019dd95a-1ca6-71be-9e59-fd31f31b9df3",
          "evidence": "Slide titled 'Build a flywheel for user engagement'; circular flywheel diagram",
          "framework": null,
          "confidence": 82,
          "extraction": {
            "at": "2026-04-29 13:07:34.826634+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 49,
          "frameworkName": "Engagement Flywheel"
        },
        {
          "matchId": "d1cdd6ef-9574-40fd-9d1e-0bd2e318fd96",
          "evidence": "Circular diagram representing a self-reinforcing engagement loop",
          "framework": null,
          "confidence": 1,
          "extraction": {
            "at": "2026-05-02 19:46:10.812+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 49,
          "frameworkName": "flywheel"
        }
      ],
      "arcBeats": [
        {
          "to": 53,
          "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": 44,
          "name": "Impact & Next Steps",
          "beatId": "019dd95a-0702-74a3-87e0-25151da82f17",
          "matchId": "019dd95a-0543-7581-99ae-e92c92ec9ca6",
          "beatType": {
            "name": "Impact & Next Steps",
            "slug": "consultants-gambit-impact-next-steps",
            "status": "active",
            "canonId": "019dd9b8-0849-7728-9ee9-fd1609c4c655",
            "version": 1,
            "description": null
          },
          "evidence": "Action: capabilities to build + ~$11Bn+ revenue impact",
          "position": 5,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Resolution",
            "slug": "resolution",
            "status": "active",
            "canonId": "019dd9b8-045d-703b-8dd7-e92aba3ba91b",
            "version": 1,
            "description": "How the deck ends. Required in 19/20 arcs. The exception (Sparkline) ends with new bliss which is functionally a resolution."
          },
          "alignedBlockIds": null,
          "matchConfidence": 88
        },
        {
          "to": 53,
          "arc": {
            "name": "The Triple Take",
            "slug": "triple-take",
            "status": "active",
            "bestFor": "Data-driven presentations, research findings",
            "canonId": "019dd956-6221-73ad-bc12-378f8eb1f018",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "The Facts (What) -> The Implications (So What) -> The Action (Now What)",
            "description": null,
            "familyLabel": null
          },
          "from": 44,
          "name": "The Action (Now What)",
          "beatId": "019dd95a-0702-74a3-87e0-31fdeb4518f1",
          "matchId": "019dd95a-0543-7581-99ae-ed37dc697ed1",
          "beatType": {
            "name": "The Action (Now What)",
            "slug": "triple-take-the-action-now-what",
            "status": "active",
            "canonId": "019dd9b8-0a5e-735a-bf53-3a1ba629b7aa",
            "version": 1,
            "description": null
          },
          "evidence": "Action: building a digital-ready organization",
          "position": 3,
          "isPrimaryArc": false,
          "parentBeatType": {
            "name": "Resolution",
            "slug": "resolution",
            "status": "active",
            "canonId": "019dd9b8-045d-703b-8dd7-e92aba3ba91b",
            "version": 1,
            "description": "How the deck ends. Required in 19/20 arcs. The exception (Sparkline) ends with new bliss which is functionally a resolution."
          },
          "alignedBlockIds": null,
          "matchConfidence": 80
        }
      ],
      "loops": [
        {
          "to": 52,
          "from": 46,
          "loop": {
            "name": "48_capability_gap",
            "slug": "48-capability-gap",
            "status": "active",
            "bestFor": "M&A strategy, digital transformation, organizational design",
            "canonId": "019dd956-7967-72d8-af8c-67c97d61c03b",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "Required Capabilities -> Current State -> The Gap -> Build vs Buy vs Partner Decision",
            "description": "Compare required capabilities vs. current capabilities to define the build/buy/partner decision",
            "familyLabel": null
          },
          "matchId": "019dd95a-088b-72c8-b7e7-51d0978c0da5",
          "evidence": "'Critical new capabilities are needed' (p.47) + content factory, flywheel, tech/data, measurement (pp.48-52)",
          "position": 8,
          "objective": "Define required capabilities and how to build them",
          "confidence": 82,
          "extraction": {
            "at": "2026-04-29 13:07:29.689431+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          }
        }
      ],
      "locked": true
    },
    {
      "page": 50,
      "type": "setup",
      "function": "present_solution",
      "rawType": "org_design",
      "block": null,
      "metadata": {
        "slideType": "org_design",
        "slideTypeCanon": {
          "name": "Org design",
          "slug": "org_design",
          "status": "active",
          "canonId": "019de52d-0dc5-718c-a94d-542c49b7bf6a",
          "version": 1,
          "description": null
        },
        "function": "present_solution",
        "functionCanon": {
          "name": "Present solution",
          "slug": "present_solution",
          "status": "active",
          "canonId": "019de52d-15b8-71da-bd23-2b767850cbce",
          "version": 1,
          "description": null
        },
        "density": "balanced",
        "densityScore": 42,
        "componentCount": 6,
        "textChars": 436,
        "nDataPoints": 0,
        "notes": null,
        "elementsJson": [
          "headline_text",
          "photo",
          "bullet_list",
          "icon_grid"
        ],
        "confidence": 0.9,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:46:08.093+00",
          "seconds": 2.774,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-7e1c9fe1bc87/50",
        "deck": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87#slide-50",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.08,
            "w": 0.48,
            "x": 0.48,
            "y": 0.165
          },
          "kind": "callout",
          "text": "ORGANIZATIONAL CAPABILITIES",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": null,
            "subkind": {
              "name": "Primary callout",
              "slug": "primary",
              "status": "active",
              "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:08.093+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "4c380698-2402-4213-9f07-bc6545ad5ff0",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.6,
            "w": 0.35,
            "x": 0.08,
            "y": 0.23
          },
          "kind": "image",
          "text": null,
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Illustration",
              "slug": "illustration",
              "status": "active",
              "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "illustration",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:08.093+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "da2a3fd8-f0c1-4f7f-bb8e-3aefaf428943",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.4,
            "x": 0.53,
            "y": 0.28
          },
          "kind": "list",
          "text": "Build full-stack digital growth team with new-age skills; Data scientists, Content specialists, Audience strategist, MarTech specialists",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:08.093+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "36a69b54-eb9e-4418-9ac3-d052b9aef65d",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.1,
            "w": 0.4,
            "x": 0.53,
            "y": 0.72
          },
          "kind": "list",
          "text": "Align metrics/KPIs across functional teams; Promote data-driven decision-making",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:08.093+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "53537946-9e8b-403d-8ecb-ded5b36dd820",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.2,
            "w": 0.4,
            "x": 0.53,
            "y": 0.48
          },
          "kind": "list",
          "text": "Develop test and learn culture; Test innovative use cases, advanced targeting options, CRO pilots; Agile operating model followed across teams",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:08.093+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "ca2c54fb-73af-4744-b633-37f7c19e38bf",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.6,
            "x": 0.04,
            "y": 0.06
          },
          "kind": "title",
          "text": "Sharpen focus on digital-forward organizational, ...",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:08.093+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "f97eabba-b45d-4086-88ef-902e1fdd4660",
          "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": "019dd95a-14f5-72a3-8b8a-bb3572e36312",
          "evidence": "'Sharpen focus on digital-forward organizational... capabilities'",
          "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": 75,
          "extraction": {
            "at": "2026-04-29 13:07:32.858858+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 50,
          "whyItWorks": "Solves two failure modes at once. (1) The buried claim: action titles place the conclusion on the page before any analysis is read, so a busy reader doesn't reverse-engineer it from the chart. (2) The spineless deck: because each title is a claim, slides have to ladder up to the governing thought; logical gaps become visible as topic-shaped titles in a sequence that no longer reads as a story.",
          "antipattern": "Topic labels disguised as titles — Volume by quarter, Key findings, Pricing strategy, Margins have been impacted. No verb, or a passive verb with no agent, or a fact (Revenue grew 12%) without the so-what. Also: titles that overreach the chart's evidence, multi-claim X-grew-but-Y-fell welded titles, and mechanical repetition of the same X-drove-Y template across the deck.",
          "cardinality": null,
          "narrativePurpose": "Forces the deck to carry its argument in the title bar so a senior reader can extract the recommendation without opening a single slide; converts a binder of topics into a navigable pyramid where every slide is a node defending the apex."
        }
      ],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 53,
          "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": 44,
          "name": "Impact & Next Steps",
          "beatId": "019dd95a-0702-74a3-87e0-25151da82f17",
          "matchId": "019dd95a-0543-7581-99ae-e92c92ec9ca6",
          "beatType": {
            "name": "Impact & Next Steps",
            "slug": "consultants-gambit-impact-next-steps",
            "status": "active",
            "canonId": "019dd9b8-0849-7728-9ee9-fd1609c4c655",
            "version": 1,
            "description": null
          },
          "evidence": "Action: capabilities to build + ~$11Bn+ revenue impact",
          "position": 5,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Resolution",
            "slug": "resolution",
            "status": "active",
            "canonId": "019dd9b8-045d-703b-8dd7-e92aba3ba91b",
            "version": 1,
            "description": "How the deck ends. Required in 19/20 arcs. The exception (Sparkline) ends with new bliss which is functionally a resolution."
          },
          "alignedBlockIds": null,
          "matchConfidence": 88
        },
        {
          "to": 53,
          "arc": {
            "name": "The Triple Take",
            "slug": "triple-take",
            "status": "active",
            "bestFor": "Data-driven presentations, research findings",
            "canonId": "019dd956-6221-73ad-bc12-378f8eb1f018",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "The Facts (What) -> The Implications (So What) -> The Action (Now What)",
            "description": null,
            "familyLabel": null
          },
          "from": 44,
          "name": "The Action (Now What)",
          "beatId": "019dd95a-0702-74a3-87e0-31fdeb4518f1",
          "matchId": "019dd95a-0543-7581-99ae-ed37dc697ed1",
          "beatType": {
            "name": "The Action (Now What)",
            "slug": "triple-take-the-action-now-what",
            "status": "active",
            "canonId": "019dd9b8-0a5e-735a-bf53-3a1ba629b7aa",
            "version": 1,
            "description": null
          },
          "evidence": "Action: building a digital-ready organization",
          "position": 3,
          "isPrimaryArc": false,
          "parentBeatType": {
            "name": "Resolution",
            "slug": "resolution",
            "status": "active",
            "canonId": "019dd9b8-045d-703b-8dd7-e92aba3ba91b",
            "version": 1,
            "description": "How the deck ends. Required in 19/20 arcs. The exception (Sparkline) ends with new bliss which is functionally a resolution."
          },
          "alignedBlockIds": null,
          "matchConfidence": 80
        }
      ],
      "loops": [
        {
          "to": 52,
          "from": 46,
          "loop": {
            "name": "48_capability_gap",
            "slug": "48-capability-gap",
            "status": "active",
            "bestFor": "M&A strategy, digital transformation, organizational design",
            "canonId": "019dd956-7967-72d8-af8c-67c97d61c03b",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "Required Capabilities -> Current State -> The Gap -> Build vs Buy vs Partner Decision",
            "description": "Compare required capabilities vs. current capabilities to define the build/buy/partner decision",
            "familyLabel": null
          },
          "matchId": "019dd95a-088b-72c8-b7e7-51d0978c0da5",
          "evidence": "'Critical new capabilities are needed' (p.47) + content factory, flywheel, tech/data, measurement (pp.48-52)",
          "position": 8,
          "objective": "Define required capabilities and how to build them",
          "confidence": 82,
          "extraction": {
            "at": "2026-04-29 13:07:29.689431+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          }
        }
      ],
      "locked": true
    },
    {
      "page": 51,
      "type": "setup",
      "function": "present_solution",
      "rawType": "initiative_list",
      "block": null,
      "metadata": {
        "slideType": "initiative_list",
        "slideTypeCanon": {
          "name": "Initiative list",
          "slug": "initiative_list",
          "status": "active",
          "canonId": "019de52d-0caf-770e-9b91-b99239121f50",
          "version": 1,
          "description": null
        },
        "function": "present_solution",
        "functionCanon": {
          "name": "Present solution",
          "slug": "present_solution",
          "status": "active",
          "canonId": "019de52d-15b8-71da-bd23-2b767850cbce",
          "version": 1,
          "description": null
        },
        "density": "balanced",
        "densityScore": 28,
        "componentCount": 4,
        "textChars": 447,
        "nDataPoints": 0,
        "notes": null,
        "elementsJson": [
          "icon_grid"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:46:08.329+00",
          "seconds": 2.889,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-7e1c9fe1bc87/51",
        "deck": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87#slide-51",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.6,
            "w": 0.4,
            "x": 0.54,
            "y": 0.0017
          },
          "kind": "list",
          "text": "DATA CAPABILITIES: Visibility of end-to-end customer journey; Build signal loss-resilient data deployment capabilities; Advanced data analytics' tools",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:08.329+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "2f07d98d-36e3-44d8-9e3e-6e9989327bc4",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.6,
            "w": 0.4,
            "x": 0.06,
            "y": 0.0017
          },
          "kind": "list",
          "text": "TECHNOLOGICAL CAPABILITIES: Identify and invest in future-ready media capabilities; Deploy best-in-class campaign planning, execution and measurement tools; Clearly defined roadmap for near- and long-term tech requirements",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:08.329+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "580af23a-9dd6-4a43-bdb8-528f9e9b024d",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.3,
            "x": 0.06,
            "y": 0.95
          },
          "kind": "title",
          "text": "BUILDING A DIGITAL-READY ORGANIZATION",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Action title",
              "slug": "action-title",
              "status": "active",
              "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "action-title",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:08.329+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "65456334-19fd-4bcd-85b6-80d73acf2937",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.4,
            "x": 0.06,
            "y": 0.06
          },
          "kind": "title",
          "text": "...technological and data capabilities",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:08.329+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "48353df7-caa5-4852-896a-fc4413447790",
          "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": "019dd95a-14f5-72a3-8b8a-bc8eb70031a1",
          "evidence": "'...technological and data capabilities'",
          "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": 70,
          "extraction": {
            "at": "2026-04-29 13:07:32.858858+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 51,
          "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": "Law of Proximity",
            "slug": "law-of-proximity",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-bf73-719c-b493-9d33377a81a7",
            "version": 1,
            "bodyDocId": null,
            "description": "Close elements are perceived as related - group related content spatially",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Designer",
          "layer": "slide",
          "agents": [
            "Designer"
          ],
          "matchId": "019dd95a-14f5-72a3-8b8a-c4c5a79c73f9",
          "evidence": "Related capability bullets grouped under each icon",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 70,
          "extraction": {
            "at": "2026-04-29 13:07:32.858858+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 51,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "Visual Hierarchy",
            "slug": "visual-hierarchy",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-b2ca-706b-937f-e52441086fd7",
            "version": 1,
            "bodyDocId": null,
            "description": "Order of perception through Size > Color > Position > Weight > Space",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Designer",
          "layer": "slide",
          "agents": [
            "Designer"
          ],
          "matchId": "019dd95a-14f5-72a3-8b8a-c0236f94d660",
          "evidence": "Two-column 'Tech Capabilities | Data Capabilities' with icon rows",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 78,
          "extraction": {
            "at": "2026-04-29 13:07:32.858858+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 51,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 53,
          "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": 44,
          "name": "Impact & Next Steps",
          "beatId": "019dd95a-0702-74a3-87e0-25151da82f17",
          "matchId": "019dd95a-0543-7581-99ae-e92c92ec9ca6",
          "beatType": {
            "name": "Impact & Next Steps",
            "slug": "consultants-gambit-impact-next-steps",
            "status": "active",
            "canonId": "019dd9b8-0849-7728-9ee9-fd1609c4c655",
            "version": 1,
            "description": null
          },
          "evidence": "Action: capabilities to build + ~$11Bn+ revenue impact",
          "position": 5,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Resolution",
            "slug": "resolution",
            "status": "active",
            "canonId": "019dd9b8-045d-703b-8dd7-e92aba3ba91b",
            "version": 1,
            "description": "How the deck ends. Required in 19/20 arcs. The exception (Sparkline) ends with new bliss which is functionally a resolution."
          },
          "alignedBlockIds": null,
          "matchConfidence": 88
        },
        {
          "to": 53,
          "arc": {
            "name": "The Triple Take",
            "slug": "triple-take",
            "status": "active",
            "bestFor": "Data-driven presentations, research findings",
            "canonId": "019dd956-6221-73ad-bc12-378f8eb1f018",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "The Facts (What) -> The Implications (So What) -> The Action (Now What)",
            "description": null,
            "familyLabel": null
          },
          "from": 44,
          "name": "The Action (Now What)",
          "beatId": "019dd95a-0702-74a3-87e0-31fdeb4518f1",
          "matchId": "019dd95a-0543-7581-99ae-ed37dc697ed1",
          "beatType": {
            "name": "The Action (Now What)",
            "slug": "triple-take-the-action-now-what",
            "status": "active",
            "canonId": "019dd9b8-0a5e-735a-bf53-3a1ba629b7aa",
            "version": 1,
            "description": null
          },
          "evidence": "Action: building a digital-ready organization",
          "position": 3,
          "isPrimaryArc": false,
          "parentBeatType": {
            "name": "Resolution",
            "slug": "resolution",
            "status": "active",
            "canonId": "019dd9b8-045d-703b-8dd7-e92aba3ba91b",
            "version": 1,
            "description": "How the deck ends. Required in 19/20 arcs. The exception (Sparkline) ends with new bliss which is functionally a resolution."
          },
          "alignedBlockIds": null,
          "matchConfidence": 80
        }
      ],
      "loops": [
        {
          "to": 52,
          "from": 46,
          "loop": {
            "name": "48_capability_gap",
            "slug": "48-capability-gap",
            "status": "active",
            "bestFor": "M&A strategy, digital transformation, organizational design",
            "canonId": "019dd956-7967-72d8-af8c-67c97d61c03b",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "Required Capabilities -> Current State -> The Gap -> Build vs Buy vs Partner Decision",
            "description": "Compare required capabilities vs. current capabilities to define the build/buy/partner decision",
            "familyLabel": null
          },
          "matchId": "019dd95a-088b-72c8-b7e7-51d0978c0da5",
          "evidence": "'Critical new capabilities are needed' (p.47) + content factory, flywheel, tech/data, measurement (pp.48-52)",
          "position": 8,
          "objective": "Define required capabilities and how to build them",
          "confidence": 82,
          "extraction": {
            "at": "2026-04-29 13:07:29.689431+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          }
        }
      ],
      "locked": true
    },
    {
      "page": 52,
      "type": "setup",
      "title": "The slide uses a custom matrix structure to map decision types to measurement approaches and lists incremental metrics by funnel stage.",
      "function": "present_solution",
      "rawType": "implementation_plan",
      "block": null,
      "metadata": {
        "slideType": "implementation_plan",
        "slideTypeCanon": {
          "name": "Implementation plan",
          "slug": "implementation_plan",
          "status": "active",
          "canonId": "019de52d-0d75-700b-ae9f-f6069ba6e37a",
          "version": 1,
          "description": null
        },
        "function": "present_solution",
        "functionCanon": {
          "name": "Present solution",
          "slug": "present_solution",
          "status": "active",
          "canonId": "019de52d-15b8-71da-bd23-2b767850cbce",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 74,
        "componentCount": 8,
        "textChars": 1176,
        "nDataPoints": 0,
        "notes": "The slide uses a custom matrix structure to map decision types to measurement approaches and lists incremental metrics by funnel stage.",
        "elementsJson": [
          "headline_text",
          "icon_grid",
          "bullet_list",
          "callout_box"
        ],
        "confidence": 0.95,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:46:09.19+00",
          "seconds": 3.739,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-7e1c9fe1bc87/52",
        "deck": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87#slide-52",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.15,
            "w": 0.3,
            "x": 0.65,
            "y": 0.7
          },
          "kind": "callout",
          "text": "Metrics that measure incremental impact from a campaign; i.e. impact that would not have happened but for the marketing intervention",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": null,
            "subkind": {
              "name": "Primary callout",
              "slug": "primary",
              "status": "active",
              "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:09.19+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "b6045f49-fb5f-419d-a0e2-08481f69cb4d",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.5,
            "w": 0.3,
            "x": 0.65,
            "y": 0.15
          },
          "kind": "list",
          "text": "Discovery: Incremental reach/frequency, Cost/Incremental reach, Cost/incremental install. Interest: Incremental mentions, Incremental visits, Cost/incremental subscription. Engagement: Incremental revenue, Incremental ROAS, Incremental time spent per visit, Cost/incremental streamer",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:09.19+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "21482727-5269-40e5-9420-ae23193401b2",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.2,
            "w": 0.2,
            "x": 0.05,
            "y": 0.7
          },
          "kind": "list",
          "text": "Operational decisions: Campaign, channel and creatives optimization e.g., optimal campaign settings, best creative, ad copy etc.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:09.19+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "59b44a28-4f19-4d1e-aab3-24c52ab20232",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.2,
            "w": 0.2,
            "x": 0.05,
            "y": 0.45
          },
          "kind": "list",
          "text": "Strategic decisions: Media mix, channels, geographies e.g., ROAS for engagement campaigns, media-mix for reducing churn...",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:09.19+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "6de8c296-bc4a-4240-b600-2920782355c8",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.5,
            "w": 0.2,
            "x": 0.42,
            "y": 0.35
          },
          "kind": "list",
          "text": "Measurement approach: Define media mix based on incrementality; Deploy statistical, non-cookie dependent measurement solutions; Calibrate output of measurement solutions with Incremental lift tests; Calibrate touch-based attribution with incremental lift tests; Explore new age, 3rd party token-based, measurement solutions",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:09.19+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "860ee6b3-8072-4f39-a7af-df96ae02fdaa",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.5,
            "x": 0.05,
            "y": 0.25
          },
          "kind": "paragraph",
          "text": "Customized measurement approach for strategic and operational decisions",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:09.19+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "d73b883a-7cf7-4f14-8dab-1e5e2574ef6a",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.2,
            "x": 0.05,
            "y": 0.92
          },
          "kind": "source-note",
          "text": "Source: BCG-Meta 'Measure to grow', Nov-21",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:09.19+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "16a0fc4b-48fc-4350-b3eb-18207a2995ca",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.5,
            "x": 0.05,
            "y": 0.07
          },
          "kind": "title",
          "text": "Deploy measurement tool-kit with a mix of methodologies to attribute impact",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:09.19+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "6300797c-26aa-4ba3-a77a-2e9ee729d7af",
          "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": "019dd95a-14f5-72a3-8b8a-c9bd8a885798",
          "evidence": "'Deploy measurement tool-kit with a mix of methodologies to attribute 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": 80,
          "extraction": {
            "at": "2026-04-29 13:07:32.858858+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 52,
          "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": "Waterfall chart",
            "slug": "waterfall-chart",
            "status": "active",
            "bestFor": null,
            "canonId": "e2799da3-725f-44a9-a093-570f1f388e64",
            "version": 1,
            "bodyDocId": null,
            "description": null,
            "familyLabel": null,
            "categoryName": null,
            "categorySlug": null
          },
          "agent": null,
          "layer": "slide",
          "agents": null,
          "matchId": "b87987b3-98fd-4a4c-b261-21f8535cd3e6",
          "evidence": "Measurement approach: Define media mix based on incrementality; Deploy statistical, non-cookie dependent measurement solutions",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.5,
          "extraction": {
            "at": "2026-07-16 21:04:10.273792+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 52,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "frameworks": [
        {
          "matchId": "73a56d0e-65c9-4570-811f-145afcd51681",
          "evidence": "The slide categorizes metrics into Discovery, Interest, and Engagement stages.",
          "framework": null,
          "confidence": 0.8,
          "extraction": {
            "at": "2026-05-02 19:46:09.19+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 52,
          "frameworkName": "customer-journey-map"
        }
      ],
      "arcBeats": [
        {
          "to": 53,
          "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": 44,
          "name": "Impact & Next Steps",
          "beatId": "019dd95a-0702-74a3-87e0-25151da82f17",
          "matchId": "019dd95a-0543-7581-99ae-e92c92ec9ca6",
          "beatType": {
            "name": "Impact & Next Steps",
            "slug": "consultants-gambit-impact-next-steps",
            "status": "active",
            "canonId": "019dd9b8-0849-7728-9ee9-fd1609c4c655",
            "version": 1,
            "description": null
          },
          "evidence": "Action: capabilities to build + ~$11Bn+ revenue impact",
          "position": 5,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Resolution",
            "slug": "resolution",
            "status": "active",
            "canonId": "019dd9b8-045d-703b-8dd7-e92aba3ba91b",
            "version": 1,
            "description": "How the deck ends. Required in 19/20 arcs. The exception (Sparkline) ends with new bliss which is functionally a resolution."
          },
          "alignedBlockIds": null,
          "matchConfidence": 88
        },
        {
          "to": 53,
          "arc": {
            "name": "The Triple Take",
            "slug": "triple-take",
            "status": "active",
            "bestFor": "Data-driven presentations, research findings",
            "canonId": "019dd956-6221-73ad-bc12-378f8eb1f018",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "The Facts (What) -> The Implications (So What) -> The Action (Now What)",
            "description": null,
            "familyLabel": null
          },
          "from": 44,
          "name": "The Action (Now What)",
          "beatId": "019dd95a-0702-74a3-87e0-31fdeb4518f1",
          "matchId": "019dd95a-0543-7581-99ae-ed37dc697ed1",
          "beatType": {
            "name": "The Action (Now What)",
            "slug": "triple-take-the-action-now-what",
            "status": "active",
            "canonId": "019dd9b8-0a5e-735a-bf53-3a1ba629b7aa",
            "version": 1,
            "description": null
          },
          "evidence": "Action: building a digital-ready organization",
          "position": 3,
          "isPrimaryArc": false,
          "parentBeatType": {
            "name": "Resolution",
            "slug": "resolution",
            "status": "active",
            "canonId": "019dd9b8-045d-703b-8dd7-e92aba3ba91b",
            "version": 1,
            "description": "How the deck ends. Required in 19/20 arcs. The exception (Sparkline) ends with new bliss which is functionally a resolution."
          },
          "alignedBlockIds": null,
          "matchConfidence": 80
        }
      ],
      "loops": [
        {
          "to": 52,
          "from": 46,
          "loop": {
            "name": "48_capability_gap",
            "slug": "48-capability-gap",
            "status": "active",
            "bestFor": "M&A strategy, digital transformation, organizational design",
            "canonId": "019dd956-7967-72d8-af8c-67c97d61c03b",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "Required Capabilities -> Current State -> The Gap -> Build vs Buy vs Partner Decision",
            "description": "Compare required capabilities vs. current capabilities to define the build/buy/partner decision",
            "familyLabel": null
          },
          "matchId": "019dd95a-088b-72c8-b7e7-51d0978c0da5",
          "evidence": "'Critical new capabilities are needed' (p.47) + content factory, flywheel, tech/data, measurement (pp.48-52)",
          "position": 8,
          "objective": "Define required capabilities and how to build them",
          "confidence": 82,
          "extraction": {
            "at": "2026-04-29 13:07:29.689431+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          }
        }
      ],
      "locked": true
    },
    {
      "page": 53,
      "type": "resolution",
      "title": "The slide is divided into two sections: Industry Data-Led (performance metrics) and Research Data-Led (market size/reach metrics).",
      "function": "quantify_impact",
      "rawType": "key_takeaways",
      "block": null,
      "metadata": {
        "slideType": "key_takeaways",
        "slideTypeCanon": {
          "name": "Key takeaways",
          "slug": "key_takeaways",
          "status": "active",
          "canonId": "019de52d-06e7-7674-a891-9f7de3b11b6d",
          "version": 1,
          "description": null
        },
        "function": "quantify_impact",
        "functionCanon": {
          "name": "Quantify impact",
          "slug": "quantify_impact",
          "status": "active",
          "canonId": "019de52d-1630-720d-b57d-fa7f76bebd8d",
          "version": 1,
          "description": null
        },
        "density": "overcrowded",
        "densityScore": 83,
        "componentCount": 13,
        "textChars": 714,
        "nDataPoints": 7,
        "notes": "The slide is divided into two sections: Industry Data-Led (performance metrics) and Research Data-Led (market size/reach metrics).",
        "elementsJson": [
          "headline_text",
          "icon_grid",
          "big_number",
          "footnote"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:46:09.647+00",
          "seconds": 4.085,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-7e1c9fe1bc87/53",
        "deck": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87#slide-53",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.03,
            "w": 0.2,
            "x": 0.06,
            "y": 0.53
          },
          "kind": "list",
          "text": "RESEARCH DATA-LED",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:09.647+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "96b2d0cb-9825-460c-96e5-baa8b21e0592",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.2,
            "x": 0.06,
            "y": 0.0017
          },
          "kind": "list",
          "text": "INDUSTRY DATA-LED",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:09.647+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "cdc41a24-804c-4c05-b8ec-739b7f17ae18",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.15,
            "x": 0.42,
            "y": 0.6
          },
          "kind": "metric",
          "text": "1.3Bn+ View hours from digitally engaged customers",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": null,
            "subkind": {
              "name": "Big number",
              "slug": "big-number",
              "status": "active",
              "canonId": "019de52c-fc70-70c8-b965-0584548a9204",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "big-number",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:09.647+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "10534e78-517f-40cc-9a6e-97bed102437c",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.15,
            "x": 0.67,
            "y": 0.6
          },
          "kind": "metric",
          "text": "~11Bn+ Annual revenues (USD) from digitally influenced viewers",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": null,
            "subkind": {
              "name": "Big number",
              "slug": "big-number",
              "status": "active",
              "canonId": "019de52c-fc70-70c8-b965-0584548a9204",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "big-number",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:09.647+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "4a66c4fe-449e-4ae0-a4b4-64ed71857512",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.15,
            "x": 0.55,
            "y": 0.25
          },
          "kind": "metric",
          "text": "35-40% Marketing spends efficiencies (OTTs)",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": null,
            "subkind": {
              "name": "Big number",
              "slug": "big-number",
              "status": "active",
              "canonId": "019de52c-fc70-70c8-b965-0584548a9204",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "big-number",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:09.647+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "55bcfd84-95b8-4656-85e1-2dad51a461bd",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.15,
            "x": 0.08,
            "y": 0.25
          },
          "kind": "metric",
          "text": "2.5-3X Higher active users",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": null,
            "subkind": {
              "name": "Big number",
              "slug": "big-number",
              "status": "active",
              "canonId": "019de52c-fc70-70c8-b965-0584548a9204",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "big-number",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:09.647+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "69d2d2ef-6df9-4fe4-a5a6-b671e6a65031",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.15,
            "x": 0.78,
            "y": 0.25
          },
          "kind": "metric",
          "text": "30-40% Sales uplift for LTV and Movie Studios",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": null,
            "subkind": {
              "name": "Big number",
              "slug": "big-number",
              "status": "active",
              "canonId": "019de52c-fc70-70c8-b965-0584548a9204",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "big-number",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:09.647+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "9826ba84-ea28-4c99-bc64-177d09b265ac",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.15,
            "x": 0.3,
            "y": 0.25
          },
          "kind": "metric",
          "text": "1.5-2X Higher time spent",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": null,
            "subkind": {
              "name": "Big number",
              "slug": "big-number",
              "status": "active",
              "canonId": "019de52c-fc70-70c8-b965-0584548a9204",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "big-number",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:09.647+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "d070bd94-5170-4fe4-bb49-4f77d1c7e141",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.15,
            "x": 0.18,
            "y": 0.6
          },
          "kind": "metric",
          "text": "1.2Bn Digitally influenced viewers (cumulative)",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": null,
            "subkind": {
              "name": "Big number",
              "slug": "big-number",
              "status": "active",
              "canonId": "019de52c-fc70-70c8-b965-0584548a9204",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "big-number",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:09.647+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "e345924d-bd1a-450e-807b-1813f597b893",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "Annual revenues: ~11Bn+",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-24 12:48:45+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-acb9-741a-8351-1b3e30aec0b2",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.65,
            "x": 0.06,
            "y": 0.88
          },
          "kind": "source-note",
          "text": "1. For LTV and OTT; 2. For focus content. Note: LTV metrics for GEC channels; Higher Time spent on specific content pieces. Source: Expert discussions; App Annie data (Mar, Jun, Sep 2022); BARC data (Jan-Mar and Oct-Nov 2022); Talkwalker (2022); BCG Analysis",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:09.647+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "046e82d0-e714-4fc3-8196-cc3a800b981e",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.35,
            "x": 0.06,
            "y": 0.95
          },
          "kind": "title",
          "text": "ACTION : BUILDING A DIGITAL-READY ORGANIZATION",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Action title",
              "slug": "action-title",
              "status": "active",
              "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "action-title",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:09.647+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "d715d2dd-522c-4b62-9dec-14c42b919a26",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.7,
            "x": 0.06,
            "y": 0.06
          },
          "kind": "title",
          "text": "Poised for growth | Digital can empower the M&E industry",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:09.647+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "b3991877-30ab-4c67-9dd6-b421eac9c4cd",
          "parentComponentId": null
        }
      ],
      "metrics": [
        {
          "metricRaw": "Annual revenues",
          "numberRaw": "~11Bn+",
          "numberKind": "plain",
          "actionTitle": "Poised for growth | Digital can empower the M&E industry",
          "calloutText": null,
          "numberScale": "b",
          "numberValue": 11,
          "metricFamily": "other",
          "numberCurrency": null
        }
      ],
      "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": "019dd95a-14f5-72a3-8b8a-cfc8092bee4e",
          "evidence": "'Poised for growth - Digital can empower the M&E industry'",
          "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": 80,
          "extraction": {
            "at": "2026-04-29 13:07:32.858858+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 53,
          "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": "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": "019dd95a-14f5-72a3-8b8a-d3ff4bf1d56f",
          "evidence": "Quantified payoff: 1.2Bn viewers, 1.3Bn+ view hours, ~$11Bn+ revenue",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 90,
          "extraction": {
            "at": "2026-04-29 13:07:32.858858+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 53,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 53,
          "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": 44,
          "name": "Impact & Next Steps",
          "beatId": "019dd95a-0702-74a3-87e0-25151da82f17",
          "matchId": "019dd95a-0543-7581-99ae-e92c92ec9ca6",
          "beatType": {
            "name": "Impact & Next Steps",
            "slug": "consultants-gambit-impact-next-steps",
            "status": "active",
            "canonId": "019dd9b8-0849-7728-9ee9-fd1609c4c655",
            "version": 1,
            "description": null
          },
          "evidence": "Action: capabilities to build + ~$11Bn+ revenue impact",
          "position": 5,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Resolution",
            "slug": "resolution",
            "status": "active",
            "canonId": "019dd9b8-045d-703b-8dd7-e92aba3ba91b",
            "version": 1,
            "description": "How the deck ends. Required in 19/20 arcs. The exception (Sparkline) ends with new bliss which is functionally a resolution."
          },
          "alignedBlockIds": null,
          "matchConfidence": 88
        },
        {
          "to": 53,
          "arc": {
            "name": "The Triple Take",
            "slug": "triple-take",
            "status": "active",
            "bestFor": "Data-driven presentations, research findings",
            "canonId": "019dd956-6221-73ad-bc12-378f8eb1f018",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "The Facts (What) -> The Implications (So What) -> The Action (Now What)",
            "description": null,
            "familyLabel": null
          },
          "from": 44,
          "name": "The Action (Now What)",
          "beatId": "019dd95a-0702-74a3-87e0-31fdeb4518f1",
          "matchId": "019dd95a-0543-7581-99ae-ed37dc697ed1",
          "beatType": {
            "name": "The Action (Now What)",
            "slug": "triple-take-the-action-now-what",
            "status": "active",
            "canonId": "019dd9b8-0a5e-735a-bf53-3a1ba629b7aa",
            "version": 1,
            "description": null
          },
          "evidence": "Action: building a digital-ready organization",
          "position": 3,
          "isPrimaryArc": false,
          "parentBeatType": {
            "name": "Resolution",
            "slug": "resolution",
            "status": "active",
            "canonId": "019dd9b8-045d-703b-8dd7-e92aba3ba91b",
            "version": 1,
            "description": "How the deck ends. Required in 19/20 arcs. The exception (Sparkline) ends with new bliss which is functionally a resolution."
          },
          "alignedBlockIds": null,
          "matchConfidence": 80
        }
      ],
      "loops": [],
      "locked": true
    },
    {
      "page": 54,
      "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": 4,
        "componentCount": 2,
        "textChars": 66,
        "nDataPoints": 0,
        "notes": null,
        "elementsJson": [
          "other"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:46:07.536+00",
          "seconds": 1.963,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-7e1c9fe1bc87/54",
        "deck": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87#slide-54",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.15,
            "w": 0.6,
            "x": 0.175,
            "y": 0.3
          },
          "kind": "title",
          "text": "04 BEHIND THE SCENES",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:07.536+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "27a981d5-1a53-43ec-9338-4139ba46b6b7",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.1,
            "w": 0.5,
            "x": 0.175,
            "y": 0.55
          },
          "kind": "title",
          "text": "Key research data points and Glossary of terms",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Subtitle",
              "slug": "subtitle",
              "status": "active",
              "canonId": "019de52c-fb09-739d-900c-815b0d9ac526",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "subtitle",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:07.536+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "3533a97c-aa36-41d6-a0e8-3c9de73bd83c",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [],
      "loops": [],
      "locked": true
    },
    {
      "page": 55,
      "type": "setup",
      "title": "This is a placeholder or transition slide with no text content.",
      "function": "filler",
      "rawType": "filler",
      "block": null,
      "metadata": {
        "slideType": "filler",
        "slideTypeCanon": {
          "name": "Filler",
          "slug": "filler",
          "status": "active",
          "canonId": "019de52d-0829-76f9-9abe-4c11ee7bf4ab",
          "version": 1,
          "description": null
        },
        "function": "filler",
        "functionCanon": {
          "name": "Filler",
          "slug": "filler",
          "status": "active",
          "canonId": "019de52d-1568-702b-ad12-428490978783",
          "version": 1,
          "description": null
        },
        "density": "sparse",
        "densityScore": 2,
        "componentCount": 1,
        "textChars": 63,
        "nDataPoints": 0,
        "notes": "This is a placeholder or transition slide with no text content.",
        "elementsJson": [
          "infographic"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:46:08.447+00",
          "seconds": 2.842,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-7e1c9fe1bc87/55",
        "deck": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87#slide-55",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.8,
            "w": 0.5,
            "x": 0.25,
            "y": 0.1
          },
          "kind": "image",
          "text": "Illustration of two people looking at a donut chart on a screen",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Illustration",
              "slug": "illustration",
              "status": "active",
              "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "illustration",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:08.447+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "d4f9df42-12ee-4876-b3b6-cce7ea2596e8",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [],
      "loops": [],
      "locked": true
    },
    {
      "page": 56,
      "type": "setup",
      "function": "present_framework",
      "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": "present_framework",
        "functionCanon": {
          "name": "Present framework",
          "slug": "present_framework",
          "status": "active",
          "canonId": "019de52d-1403-7667-9100-d2ac6709f750",
          "version": 1,
          "description": null
        },
        "density": "overcrowded",
        "densityScore": 81,
        "componentCount": 9,
        "textChars": 993,
        "nDataPoints": 3,
        "notes": null,
        "elementsJson": [
          "headline_text",
          "icon_grid",
          "paragraph",
          "callout_box"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:46:08.805+00",
          "seconds": 3.177,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-7e1c9fe1bc87/56",
        "deck": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87#slide-56",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.1,
            "w": 0.9,
            "x": 0.05,
            "y": 0.8
          },
          "kind": "callout",
          "text": "Tested industry beliefs against consumer consumption patterns to identify growth opportunities for M&E players",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": null,
            "subkind": {
              "name": "Primary callout",
              "slug": "primary",
              "status": "active",
              "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:08.805+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "8f40e32b-178e-439f-bd6e-d2f0ed47ec80",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.25,
            "w": 0.25,
            "x": 0.7,
            "y": 0.2
          },
          "kind": "image",
          "text": "Consumer research illustration",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Infographic",
              "slug": "infographic",
              "status": "active",
              "canonId": "019de52c-fe26-750c-9d7d-9f34e21324e8",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "infographic",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:08.805+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "4e0dec61-5d12-4bb6-b0da-ed0e3cc3c130",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.25,
            "w": 0.25,
            "x": 0.38,
            "y": 0.2
          },
          "kind": "image",
          "text": "Industry connects illustration",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Infographic",
              "slug": "infographic",
              "status": "active",
              "canonId": "019de52c-fe26-750c-9d7d-9f34e21324e8",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "infographic",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:08.805+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "9fe6bd9f-b5bb-46de-ba72-b790d87dd4a0",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.25,
            "w": 0.25,
            "x": 0.05,
            "y": 0.2
          },
          "kind": "image",
          "text": "Secondary Research illustration",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Infographic",
              "slug": "infographic",
              "status": "active",
              "canonId": "019de52c-fe26-750c-9d7d-9f34e21324e8",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "infographic",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:08.805+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "fa098299-7e0a-4d30-83d9-f819c057785d",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.25,
            "w": 0.28,
            "x": 0.05,
            "y": 0.45
          },
          "kind": "list",
          "text": "Secondary Research: Studied and analyzed best-in-class practices across global M&E industry via industry reports and press releases to understand and benchmark the current landscape of India's M&E industry",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:08.805+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "50f30307-2b9a-4ea1-83e2-6d8267aad25b",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.25,
            "w": 0.28,
            "x": 0.38,
            "y": 0.45
          },
          "kind": "list",
          "text": "Industry connects: Connected with 30+ industry experts to develop an understanding of the lay of the land and industry beliefs regarding digital",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:08.805+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "694d6629-705e-44e5-987a-b3f431f26166",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.3,
            "w": 0.28,
            "x": 0.7,
            "y": 0.45
          },
          "kind": "list",
          "text": "Consumer research: Spoken to 50+ consumers across 6 FGDs and 13 IDIs spread across metros, tier-1s and tier 2/3s to understand consumers' media consumption journey. Surveyed 2,615 respondents across India to map the level of digital influence along the media consumption journey",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:08.805+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "feaa975e-8f2b-4bc1-a89a-12d736961bf5",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "survey respondents: 2,615",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-24 12:48:46+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-acb9-741a-8351-d76afb8672c5",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.1,
            "w": 0.9,
            "x": 0.05,
            "y": 0.05
          },
          "kind": "title",
          "text": "Insights generated by qualitative discussions with industry leaders and consumers along with a quantitative survey covering ~2,600 consumers",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:08.805+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "07f3a0bd-a4d8-4313-92d9-9c1c63242198",
          "parentComponentId": null
        }
      ],
      "metrics": [
        {
          "metricRaw": "survey respondents",
          "numberRaw": "2,615",
          "numberKind": "plain",
          "actionTitle": "Insights generated by qualitative discussions with industry leaders and consumers along with a quantitative survey covering ~2,600 consumers",
          "calloutText": "Tested industry beliefs against consumer consumption patterns to identify growth opportunities for M&E players",
          "numberScale": null,
          "numberValue": 2.615,
          "metricFamily": "survey_sentiment",
          "numberCurrency": null
        }
      ],
      "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": "019dd95a-14f5-72a3-8b8a-d7c310b0c8d6",
          "evidence": "'Insights generated by qualitative discussions... and quantitative survey covering ~2,600 consumers'",
          "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": 75,
          "extraction": {
            "at": "2026-04-29 13:07:32.858858+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 56,
          "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": "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": "019dd95a-14f5-72a3-8b8a-d8885e63a9b3",
          "evidence": "Methodology page borrows authority from sample size and triangulated method",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 85,
          "extraction": {
            "at": "2026-04-29 13:07:32.858858+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 56,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "frameworks": [
        {
          "matchId": "8b7c10f4-b474-47d8-b00e-a5902afeeaa6",
          "evidence": "Slide outlines the research process (secondary, expert, consumer)",
          "framework": null,
          "confidence": 0.8,
          "extraction": {
            "at": "2026-05-02 19:46:08.805+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 56,
          "frameworkName": "Methodology Overview"
        }
      ],
      "arcBeats": [],
      "loops": [],
      "locked": true
    },
    {
      "page": 57,
      "type": "resolution",
      "title": "The slide uses a custom visual representation of a journey funnel mapped against media categories.",
      "function": "quantify_impact",
      "rawType": "customer_journey",
      "block": null,
      "metadata": {
        "slideType": "customer_journey",
        "slideTypeCanon": {
          "name": "Customer journey",
          "slug": "customer_journey",
          "status": "active",
          "canonId": "019de52d-0966-70ce-afe3-bc7c98ffc8c9",
          "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": "balanced",
        "densityScore": 34,
        "componentCount": 5,
        "textChars": 290,
        "nDataPoints": 12,
        "notes": "The slide uses a custom visual representation of a journey funnel mapped against media categories.",
        "elementsJson": [
          "headline_text",
          "data_table",
          "icon_grid",
          "footnote"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:46:10.497+00",
          "seconds": 4.799,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-7e1c9fe1bc87/57",
        "deck": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87#slide-57",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.65,
            "w": 0.88,
            "x": 0.06,
            "y": 0.2
          },
          "kind": "chart",
          "text": "Matrix of involvement percentages",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Chart",
              "slug": "chart",
              "status": "active",
              "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8",
              "version": 1,
              "description": "Quantitative chart."
            },
            "tool": null,
            "subkind": {
              "name": "Bubble chart",
              "slug": "bubble",
              "status": "active",
              "canonId": "019de52d-00a4-756f-8978-8d5e48905dbc",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bubble",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:10.497+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "d1967003-a212-45b7-9f82-7eaf1ac85c51",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.5,
            "w": 0.2,
            "x": 0.06,
            "y": 0.3
          },
          "kind": "framework",
          "text": "Customer Journey",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Framework",
              "slug": "framework",
              "status": "active",
              "canonId": "019de52c-fa18-77c6-b10a-ccb8277ac0fa",
              "version": 1,
              "description": "Named conceptual framework instance."
            },
            "tool": null,
            "subkind": {
              "name": "Framework instance",
              "slug": "instance",
              "status": "active",
              "canonId": "019de52d-05a2-72af-be0b-7edc60708a03",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "instance",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:10.497+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "9cc38ca8-4404-41f6-b89f-e6e88e2ba775",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "Consumer involvement percentage: 82%",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-24 12:48:47+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-acb9-741a-8352-06e092bf1aa3",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.4,
            "x": 0.06,
            "y": 0.9
          },
          "kind": "source-note",
          "text": "% of respondents who are active across respective journey stage. Source: BCG Consumer Content Consumption Survey, October 2022, N=2,615",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:10.497+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "260d6084-fc2c-48e3-82ed-f07fd43a9992",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.06,
            "w": 0.6,
            "x": 0.06,
            "y": 0.07
          },
          "kind": "title",
          "text": "High overall consumer involvement across the media consumption journey",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:10.497+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "92d6be44-4f0f-4ddd-b8b6-f6b41b20e517",
          "parentComponentId": null
        }
      ],
      "metrics": [
        {
          "metricRaw": "Consumer involvement percentage",
          "numberRaw": "82%",
          "numberKind": "percent",
          "actionTitle": "High overall consumer involvement across the media consumption journey",
          "calloutText": null,
          "numberScale": null,
          "numberValue": 82,
          "metricFamily": "other",
          "numberCurrency": null
        }
      ],
      "tools": [
        {
          "tool": {
            "name": "2x2 matrix",
            "slug": "matrix-2x2",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd9e1-50ab-72d1-8afb-3ab0a38e32a8",
            "version": 1,
            "bodyDocId": null,
            "description": "BCG matrix, importance/urgency, any axes-and-quadrants frame.",
            "familyLabel": null,
            "categoryName": null,
            "categorySlug": null
          },
          "agent": null,
          "layer": "slide",
          "agents": null,
          "matchId": "03de4135-7bda-494f-a610-aaa6a4f347bc",
          "evidence": "Matrix of involvement percentages",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.5,
          "extraction": {
            "at": "2026-07-16 21:04:10.532756+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 57,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": "common",
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "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": "019dd95a-14f5-72a3-8b8a-df77c7155646",
          "evidence": "'High overall consumer involvement across the media consumption journey'",
          "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": 78,
          "extraction": {
            "at": "2026-04-29 13:07:32.858858+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 57,
          "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": "Customer journey map",
            "slug": "customer-journey-map",
            "status": "active",
            "bestFor": null,
            "canonId": "019de52d-1b26-7499-98c8-1091acc836be",
            "version": 1,
            "bodyDocId": null,
            "description": null,
            "familyLabel": null,
            "categoryName": null,
            "categorySlug": null
          },
          "agent": null,
          "layer": "slide",
          "agents": null,
          "matchId": "c9442424-5f33-4240-907b-1d298a5a3603",
          "evidence": "Customer Journey",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 21:04:10.49149+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 57,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "frameworks": [
        {
          "matchId": "89b847a8-a70e-4dce-89e3-5932482740c4",
          "evidence": "The slide explicitly maps consumer involvement across 'Discovery', 'Interest', and 'Engagement' stages.",
          "framework": null,
          "confidence": 1,
          "extraction": {
            "at": "2026-05-02 19:46:10.497+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 57,
          "frameworkName": "customer-journey-map"
        }
      ],
      "arcBeats": [],
      "loops": [],
      "locked": true
    },
    {
      "page": 58,
      "type": "appendix",
      "function": "summarize",
      "rawType": "appendix",
      "block": null,
      "metadata": {
        "slideType": "appendix",
        "slideTypeCanon": {
          "name": "Appendix",
          "slug": "appendix",
          "status": "active",
          "canonId": "019de52d-0762-71f8-b564-89ab863301cc",
          "version": 1,
          "description": null
        },
        "function": "summarize",
        "functionCanon": {
          "name": "Summarize",
          "slug": "summarize",
          "status": "active",
          "canonId": "019de52d-1541-704f-b86f-bf7b75056373",
          "version": 1,
          "description": null
        },
        "density": "sparse",
        "densityScore": 14,
        "componentCount": 2,
        "textChars": 315,
        "nDataPoints": 0,
        "notes": null,
        "elementsJson": [
          "headline_text",
          "other"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:46:07.771+00",
          "seconds": 2.059,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-7e1c9fe1bc87/58",
        "deck": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87#slide-58",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.75,
            "w": 0.905,
            "x": 0.047,
            "y": 0.145
          },
          "kind": "paragraph",
          "text": "A: Advanced video analytics, AVod and SVod, BIC. C: Consumer involvement, Digital influence, Digital maturity. F: FGDs, IDIs, Influencer. L: LTV. M: Media verticals, Movie Studios, MADTech. O: Organic and paid activations, OTT, Own and off-network. S: Server-side ad integration, SFV. W: Word of mouth(WoM).",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:07.771+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "b073b061-775b-4996-a63a-9e68b2c8d7ba",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.045,
            "w": 0.215,
            "x": 0.047,
            "y": 0.075
          },
          "kind": "title",
          "text": "GLOSSARY",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:07.771+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "1bbd6ecd-af87-4de5-84e9-5d79ad13d4b7",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [],
      "loops": [],
      "locked": true
    },
    {
      "page": 59,
      "type": "appendix",
      "function": "other",
      "rawType": "appendix",
      "block": null,
      "metadata": {
        "slideType": "appendix",
        "slideTypeCanon": {
          "name": "Appendix",
          "slug": "appendix",
          "status": "active",
          "canonId": "019de52d-0762-71f8-b564-89ab863301cc",
          "version": 1,
          "description": null
        },
        "function": "other",
        "functionCanon": {
          "name": "Other (fallback)",
          "slug": "other",
          "status": "active",
          "canonId": "019de52d-15e1-75bc-99dc-07732380e2ce",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 53,
        "componentCount": 6,
        "textChars": 786,
        "nDataPoints": 0,
        "notes": null,
        "elementsJson": [
          "headshot",
          "paragraph"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:46:09.378+00",
          "seconds": 3.579,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-7e1c9fe1bc87/59",
        "deck": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87#slide-59",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.08,
            "w": 0.88,
            "x": 0.06,
            "y": 0.89
          },
          "kind": "disclaimer",
          "text": "For information or permission to reprint, please contact BCG at permissions@bcg.com. To find the latest BCG content and register to receive e-alerts on this topic or others, please visit bcg.com. Follow Boston Consulting Group on Facebook and Twitter.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Disclaimer",
              "slug": "disclaimer",
              "status": "active",
              "canonId": "91173477-d91f-4024-bbaf-d4f93e3f82dc",
              "version": 1,
              "description": "Legal/cautionary text that occupies most of the body of its slide."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:09.378+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "cf8e9ef4-fed8-4348-9bcd-a792c0eebf5d",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.5,
            "w": 0.88,
            "x": 0.06,
            "y": 0.13
          },
          "kind": "image",
          "text": "11 headshots of authors",
          "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 19:46:09.378+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "19e2b99d-51f2-4323-be81-ef13b490274d",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.88,
            "x": 0.06,
            "y": 0.77
          },
          "kind": "paragraph",
          "text": "We are also thankful to Jasmin Pithawala for managing the marketing process as well as Jamshed Daruwalla, Saroj Singh, Sujatha Moraes, Seshachalam Marella, Subhradeep Basu, Vijay Kathiresan, Pavithran NS and Saanchi Chatwal for their contribution.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:09.378+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "92084cd2-4b04-4a9b-abc7-faa0c2b0620d",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.88,
            "x": 0.06,
            "y": 0.66
          },
          "kind": "paragraph",
          "text": "This study was undertaken by Boston Consulting Group (BCG) in association with Meta. We are thankful to Ankit Shrivastava, Mayank Kalia, Prashant Srivash, Raghav Sally, Roshni Lamba and Varuni Shukla for their assistance in writing 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 19:46:09.378+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "e005c8d1-0ac4-4a4d-a068-3acfe075a88d",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.04,
            "w": 0.2,
            "x": 0.06,
            "y": 0.07
          },
          "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 19:46:09.378+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "2edc0115-abc7-4b2d-8cf2-cb2e2e56bbd4",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.04,
            "w": 0.35,
            "x": 0.06,
            "y": 0.61
          },
          "kind": "title",
          "text": "ACKNOWLEDGMENT",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:09.378+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "7d738b97-8cc9-4d01-8359-b09a05f9fddc",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [],
      "loops": [],
      "locked": true
    },
    {
      "page": 60,
      "type": "setup",
      "function": "front_matter",
      "rawType": "cover",
      "block": null,
      "metadata": {
        "slideType": "cover",
        "slideTypeCanon": {
          "name": "Cover",
          "slug": "cover",
          "status": "active",
          "canonId": "019de52d-05f2-729d-9f93-e0504f0a2410",
          "version": 1,
          "description": null
        },
        "function": "front_matter",
        "functionCanon": {
          "name": "Front matter",
          "slug": "front_matter",
          "status": "active",
          "canonId": "019de52d-133d-73f0-9e26-201eda96b098",
          "version": 1,
          "description": null
        },
        "density": "sparse",
        "densityScore": 0,
        "componentCount": 1,
        "textChars": 10,
        "nDataPoints": 0,
        "notes": null,
        "elementsJson": [
          "logo_grid"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:46:09.501+00",
          "seconds": 3.364,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-7e1c9fe1bc87/60",
        "deck": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87#slide-60",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-7e1c9fe1bc87.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.05,
            "w": 0.1,
            "x": 0.45,
            "y": 0.47
          },
          "kind": "image",
          "text": "BCG + Meta",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Logo",
              "slug": "logo",
              "status": "active",
              "canonId": "019de52c-fdaf-743d-94c4-d7c6a0e55302",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "logo",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:09.501+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "5cd09320-1b47-4593-8959-ab410e901f99",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [],
      "loops": [],
      "locked": true
    }
  ],
  "arcBeats": [
    {
      "from": 3,
      "to": 12,
      "label": "Situation & Context",
      "description": "Origins of study + India entertainment-hungry market context"
    },
    {
      "from": 13,
      "to": 22,
      "label": "Problem & Complication",
      "description": "'Under-indexed on marketing spends and digital capabilities' diagnosis"
    },
    {
      "from": 23,
      "to": 37,
      "label": "Solution & Approach",
      "description": "Lights/Camera: discovery + engagement insights driving the approach"
    },
    {
      "from": 38,
      "to": 43,
      "label": "Evidence & Proof",
      "description": "Three case studies (pp.38-40) + key insights summary (pp.42-43)"
    },
    {
      "from": 44,
      "to": 53,
      "label": "Impact & Next Steps",
      "description": "Action: capabilities to build + ~$11Bn+ revenue impact"
    }
  ],
  "loops": [
    {
      "from": 10,
      "to": 13,
      "label": "Tale Two Worlds",
      "description": "Contrast India's growth opportunity with under-indexed local media"
    },
    {
      "from": 14,
      "to": 15,
      "label": "Day In Life",
      "description": "Frame the consumer's content-consumption journey"
    },
    {
      "from": 17,
      "to": 22,
      "label": "Zoom In",
      "description": "Zoom into evolving consumer behavior across cohorts and verticals"
    },
    {
      "from": 26,
      "to": 33,
      "label": "Aha Moment",
      "description": "Reveal that digital discovery is hugely underestimated"
    },
    {
      "from": 34,
      "to": 37,
      "label": "Zoom In",
      "description": "Zoom into digital engagement and its causal link to watch time / churn"
    },
    {
      "from": 38,
      "to": 40,
      "label": "Expert Witness",
      "description": "Validate engagement thesis with branded case studies"
    },
    {
      "from": 42,
      "to": 43,
      "label": "So What Cascade",
      "description": "Cascade data findings into prescriptive directions"
    },
    {
      "from": 46,
      "to": 52,
      "label": "Capability Gap",
      "description": "Define required capabilities and how to build them"
    }
  ]
}