{
  "schemaVersion": "deck-intelligence.v1",
  "id": "019dd923-5ca1-7489-b634-3b498dd88e34",
  "slug": "b5042aa08ddef422",
  "title": "Staying Ahead of the Curve",
  "subtitle": "Arthur D. Little",
  "author": "Arthur D. Little",
  "pageCount": 12,
  "kind": "consulting-deck",
  "orientation": "portrait",
  "aspectRatio": 0.707,
  "document": {
    "id": "019dd923-5ca1-7489-b634-3b498dd88e34",
    "slug": "b5042aa08ddef422",
    "title": "Staying Ahead of the Curve",
    "rawTitle": "Staying Ahead of the Curve",
    "authorId": "ArthurDLittle",
    "authorName": "Arthur D. Little",
    "authorDisplay": "Arthur D. Little",
    "kind": {
      "slug": "consulting-deck",
      "label": "Consulting deck"
    },
    "sourceType": {
      "slug": "strategy_consulting",
      "label": "Strategy consulting"
    },
    "fileName": "2023-Staying-Ahead-of-the-Curve.pdf",
    "sourceUrl": "https://www.adlittle.com/sites/default/files/viewpoints/ADL_Staying_ahead_of_the_curve_2023.pdf",
    "sourceDate": "2023-01-01 00:00:00",
    "presentationDate": null,
    "ingestedAt": "2026-04-23 20:51:28+00",
    "status": "ready",
    "pageCount": 12,
    "orientation": "portrait",
    "aspectRatio": 0.707,
    "targetCompany": null,
    "targetTicker": null,
    "metadata": {
      "local_root": "/tmp/legacy-images/b5042aa08ddef422",
      "origin_corpus": "consulting"
    }
  },
  "coverage": {
    "pageCount": 12,
    "pagesIndexed": 12,
    "pagesWithImages": 12,
    "pagesWithMetadata": 12,
    "imageCoveragePct": 100,
    "metadataCoveragePct": 100,
    "componentCount": 68,
    "chartCount": 2,
    "metricSlides": 0,
    "toolMatches": 42,
    "documentToolMatches": 0,
    "frameworkMatches": 4,
    "arcMatches": 1,
    "beatMatches": 5,
    "loopMatches": 2,
    "patternMatches": 0,
    "storymakersMatch": true,
    "scoreAvailable": true,
    "reviewAvailable": true,
    "activistThesisAvailable": false,
    "pitchdeckMetadataAvailable": false,
    "pitchdeckProfileAvailable": false
  },
  "blocks": [],
  "matches": {
    "arcs": [
      {
        "arc": {
          "name": "The Consultant's Gambit",
          "slug": "consultants-gambit",
          "status": "active",
          "bestFor": "Business cases, project proposals, strategic recommendations",
          "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c",
          "version": 1,
          "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
          "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps",
          "description": null,
          "familyLabel": null,
          "categoryName": "Strategy & Business",
          "categorySlug": "strategy-business"
        },
        "matchId": "019dd95a-0542-7728-a78f-b6fc943d9548",
        "evidence": "Classic ADL viewpoint: context (p.2-3) -> 5 challenges complication -> 5-pillar framework solution (p.4) -> BMW/chemicals case proofs (p.6-8) -> 'Where do we go from here?' next steps (p.10).",
        "isPrimary": true,
        "confidence": 88,
        "extraction": {
          "at": "2026-04-29 13:07:28.977035+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        }
      }
    ],
    "beats": [
      {
        "to": 2,
        "arc": {
          "name": "The Consultant's Gambit",
          "slug": "consultants-gambit",
          "status": "active",
          "bestFor": "Business cases, project proposals, strategic recommendations",
          "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c",
          "version": 1,
          "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
          "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps",
          "description": null,
          "familyLabel": null,
          "categoryName": "Strategy & Business",
          "categorySlug": "strategy-business"
        },
        "from": 2,
        "name": "Situation & Context",
        "beatId": "019dd95a-0682-776c-8e37-d471db34aca9",
        "matchId": "019dd95a-0542-7728-a78f-b6fc943d9548",
        "beatType": {
          "name": "Situation & Context",
          "slug": "consultants-gambit-situation-context",
          "status": "active",
          "canonId": "019dd9b8-05ae-741b-992d-65ee83c639b3",
          "version": 1,
          "description": null
        },
        "evidence": "p.2 frames unpredictable world driven by macro trends",
        "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": 3,
        "arc": {
          "name": "The Consultant's Gambit",
          "slug": "consultants-gambit",
          "status": "active",
          "bestFor": "Business cases, project proposals, strategic recommendations",
          "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c",
          "version": 1,
          "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
          "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps",
          "description": null,
          "familyLabel": null,
          "categoryName": "Strategy & Business",
          "categorySlug": "strategy-business"
        },
        "from": 3,
        "name": "Problem & Complication",
        "beatId": "019dd95a-0682-776c-8e37-d8b476ea10dd",
        "matchId": "019dd95a-0542-7728-a78f-b6fc943d9548",
        "beatType": {
          "name": "Problem & Complication",
          "slug": "consultants-gambit-problem-complication",
          "status": "active",
          "canonId": "019dd9b8-064a-777f-a374-e9a8c43dedd4",
          "version": 1,
          "description": null
        },
        "evidence": "p.3 S&P 500 entrants/exits prove disruption",
        "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": 4,
        "arc": {
          "name": "The Consultant's Gambit",
          "slug": "consultants-gambit",
          "status": "active",
          "bestFor": "Business cases, project proposals, strategic recommendations",
          "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c",
          "version": 1,
          "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
          "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps",
          "description": null,
          "familyLabel": null,
          "categoryName": "Strategy & Business",
          "categorySlug": "strategy-business"
        },
        "from": 4,
        "name": "Solution & Approach",
        "beatId": "019dd95a-0682-776c-8e37-df751c5389f6",
        "matchId": "019dd95a-0542-7728-a78f-b6fc943d9548",
        "beatType": {
          "name": "Solution & Approach",
          "slug": "consultants-gambit-solution-approach",
          "status": "active",
          "canonId": "019dd9b8-071c-7161-9184-580fdac7a4f9",
          "version": 1,
          "description": null
        },
        "evidence": "p.4 reveals 5-pillar resilience framework figure",
        "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": 8,
        "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": 6,
        "name": "Evidence & Proof",
        "beatId": "019dd95a-0682-776c-8e37-e1e1d1614c99",
        "matchId": "019dd95a-0542-7728-a78f-b6fc943d9548",
        "beatType": {
          "name": "Evidence & Proof",
          "slug": "consultants-gambit-evidence-proof",
          "status": "active",
          "canonId": "019dd9b8-07b1-7688-8e1e-7637fec3802a",
          "version": 1,
          "description": null
        },
        "evidence": "BMW radar, chemicals scenario, capability roadmap cases",
        "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": 10,
        "arc": {
          "name": "The Consultant's Gambit",
          "slug": "consultants-gambit",
          "status": "active",
          "bestFor": "Business cases, project proposals, strategic recommendations",
          "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c",
          "version": 1,
          "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
          "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps",
          "description": null,
          "familyLabel": null,
          "categoryName": "Strategy & Business",
          "categorySlug": "strategy-business"
        },
        "from": 10,
        "name": "Impact & Next Steps",
        "beatId": "019dd95a-0682-776c-8e37-e404db4da16b",
        "matchId": "019dd95a-0542-7728-a78f-b6fc943d9548",
        "beatType": {
          "name": "Impact & Next Steps",
          "slug": "consultants-gambit-impact-next-steps",
          "status": "active",
          "canonId": "019dd9b8-0849-7728-9ee9-fd1609c4c655",
          "version": 1,
          "description": null
        },
        "evidence": "'Where do we go from here?' lists 5 CEO actions",
        "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
      }
    ],
    "loops": [
      {
        "to": 4,
        "from": 2,
        "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-07fe-70ce-8d40-0f75ee028745",
        "evidence": "Problem stated p.2, S&P 500 data shown p.3, framework as resolution p.4.",
        "position": 1,
        "objective": "Frame the resilience problem and reveal the 5-pillar framework as the insight",
        "confidence": 78,
        "extraction": {
          "at": "2026-04-29 13:07:29.547081+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        }
      },
      {
        "to": 8,
        "from": 6,
        "loop": {
          "name": "09_precedent",
          "slug": "09-precedent",
          "status": "active",
          "bestFor": "Risk mitigation, strategy validation, building confidence in new approaches",
          "canonId": "019dd956-695f-7615-8f82-39d919918314",
          "version": 1,
          "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
          "structure": "The Precedent Case -> What Happened -> The Parallel -> Applied Learning",
          "description": "Use historical or external examples to validate your approach",
          "familyLabel": null,
          "categoryName": "Validation",
          "categorySlug": "validation"
        },
        "matchId": "019dd95a-07fe-70ce-8d40-13b7f4638b28",
        "evidence": "BMW Trend Radar case (p.6), chemicals company scenario planning (p.7), capability roadmap practices (p.8).",
        "position": 2,
        "objective": "Validate framework pillars through real-company precedents",
        "confidence": 80,
        "extraction": {
          "at": "2026-04-29 13:07:29.547081+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        }
      }
    ],
    "tools": [
      {
        "tool": {
          "name": "Curiosity Gap",
          "slug": "curiosity-gap",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-9703-74ef-8b85-96dfd8525025",
          "version": 1,
          "bodyDocId": null,
          "description": "People seek missing information - create open questions that demand resolution",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Storyteller",
        "layer": "block",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019dd95a-10d4-718b-9f62-0e08c857d11b",
        "evidence": "Sets up '5 challenges' question to be answered later by framework",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 65,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 2,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Mentor Model",
          "slug": "mentor-model",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-7d75-733f-961b-68ca0cc6078a",
          "version": 1,
          "bodyDocId": null,
          "description": "Position presenter as guide/mentor, audience as hero making the journey",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Storyteller",
        "layer": "block",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019dd95a-10d4-718b-9f62-02e287a75cd3",
        "evidence": "ADL positions itself as guide for CEOs/boards needing the framework",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": null,
        "confidence": 70,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 2,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "SCQA Framework",
          "slug": "scqa-framework",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-7bcb-763f-bdf6-1dfedf3bd36c",
          "version": 1,
          "bodyDocId": "019df22a-a0b0-719e-937e-2ac31e53d32c",
          "description": "Situation, Complication, Question, Answer - structured problem framing",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Architect",
        "layer": "block",
        "agents": [
          "Architect"
        ],
        "matchId": "019dd95a-10d4-718b-9f61-fe0f865fd48e",
        "evidence": "Opening establishes situation, complication (5 challenges), and question of how to respond",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": null,
        "confidence": 82,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 2,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Governing Thought",
          "slug": "governing-thought",
          "status": "active",
          "bestFor": "When the deck makes a recommendation, decision, or argues a position; when defining the top of a pyramid before structuring supports; when an SCQA opening needs an Answer; when stripping topic-style titles in favour of action titles.",
          "canonId": "019dd956-8286-760e-8638-77558a0d71ba",
          "version": 1,
          "bodyDocId": "06f7d5a5-daab-44c1-9d67-63c52ba03962",
          "description": "The single declarative sentence at the apex of a Minto pyramid that summarises and is supported by everything beneath it — the answer the deck exists to defend.",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Architect",
        "layer": "block",
        "agents": [
          "Architect"
        ],
        "matchId": "019dd95a-10d4-718b-9f62-28aa3e5252c1",
        "evidence": "Centre label 'Continuous & systematic iteration & action' unifies all 5 pillars",
        "pageRefs": null,
        "priority": null,
        "whenToUse": "When the deck makes a recommendation, decision, or argues a position; when defining the top of a pyramid before structuring supports; when an SCQA opening needs an Answer; when stripping topic-style titles in favour of action titles.",
        "confidence": 72,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 4,
        "whyItWorks": "Forces the writer to commit to a position before structuring the case — exposes muddled thinking that hides safely inside topic-style headings. Gives busy readers the answer in the first cognitive beat and enables progressive disclosure of the supporting case.",
        "antipattern": "Topic-style headings ('Strategic options for growth', 'Considerations for Europe') instead of declarative claims with verbs. Multi-sentence apex statements. Qualifier-laden hedges. Noun-phrase labels ('Recommendation: acquisition of Target B') pretending to be sentences. Fake governing thoughts — confident apex the supports don't actually force.",
        "cardinality": null,
        "narrativePurpose": "Anchor the document in one defensible claim with a working verb, so the audience knows the answer before they read the proof and the entire structure ladders up to it."
      },
      {
        "tool": {
          "name": "MECE Principle",
          "slug": "mece-principle",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-7c60-71a8-8758-c79d914489c9",
          "version": 1,
          "bodyDocId": null,
          "description": "Mutually Exclusive, Collectively Exhaustive - ensuring complete, non-overlapping structure",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Architect",
        "layer": "block",
        "agents": [
          "Architect"
        ],
        "matchId": "019dd95a-10d4-718b-9f62-260148871344",
        "evidence": "Five numbered pillars positioned as collectively exhaustive view of resilience",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": null,
        "confidence": 78,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 4,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "The Rule of Three",
          "slug": "the-rule-of-three",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-8962-75cf-b4f8-9394501a6f33",
          "version": 1,
          "bodyDocId": null,
          "description": "Ideas presented in threes are more memorable and satisfying",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Storyteller",
        "layer": "block",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019dd95a-10d4-718b-9f62-4e75e94ecdf3",
        "evidence": "Three markers Watch/Prepare/Act structure the case study",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 75,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 6,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Chunking",
          "slug": "chunking",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-abab-72ce-b64c-2924cc83cf39",
          "version": 1,
          "bodyDocId": null,
          "description": "Information grouped into chunks is remembered better - structure content in digestible units",
          "familyLabel": null,
          "categoryName": "Loop",
          "categorySlug": "loop"
        },
        "agent": "Architect",
        "layer": "loop",
        "agents": [
          "Architect"
        ],
        "matchId": "019dd95a-10d4-718b-9f62-06b2d52020d6",
        "evidence": "Five numbered challenges introduced as discrete chunks",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 78,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 2,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Contrast Pairs",
          "slug": "contrast-pairs",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-9b77-70d3-88b1-f34e26f60860",
          "version": 1,
          "bodyDocId": null,
          "description": "Creating tension through opposites: Before↔After, Problem↔Solution, Pain↔Relief",
          "familyLabel": null,
          "categoryName": "Loop",
          "categorySlug": "loop"
        },
        "agent": "Storyteller",
        "layer": "loop",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019dd95a-10d4-718b-9f62-089b5f23e212",
        "evidence": "Loop spans short-term vs long-term tension first introduced here",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": null,
        "confidence": 70,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 2,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Chunking",
          "slug": "chunking",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-abab-72ce-b64c-2924cc83cf39",
          "version": 1,
          "bodyDocId": null,
          "description": "Information grouped into chunks is remembered better - structure content in digestible units",
          "familyLabel": null,
          "categoryName": "Loop",
          "categorySlug": "loop"
        },
        "agent": "Architect",
        "layer": "loop",
        "agents": [
          "Architect"
        ],
        "matchId": "019dd95a-10d4-718b-9f62-5980e649ee8f",
        "evidence": "Three numbered scenarios as discrete chunks in the case study sidebar",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 78,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 7,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Callback",
          "slug": "callback",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-a3a9-708f-b4a3-d3da2181c576",
          "version": 1,
          "bodyDocId": null,
          "description": "Referencing earlier content for payoff and cohesion",
          "familyLabel": null,
          "categoryName": "Loop",
          "categorySlug": "loop"
        },
        "agent": "Storyteller",
        "layer": "loop",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019dd95a-10d4-718b-9f62-782d6fb118c9",
        "evidence": "Five steps mirror the five pillars introduced on p.4",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 75,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 10,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Chunking",
          "slug": "chunking",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-abab-72ce-b64c-2924cc83cf39",
          "version": 1,
          "bodyDocId": null,
          "description": "Information grouped into chunks is remembered better - structure content in digestible units",
          "familyLabel": null,
          "categoryName": "Loop",
          "categorySlug": "loop"
        },
        "agent": "Architect",
        "layer": "loop",
        "agents": [
          "Architect"
        ],
        "matchId": "019dd95a-10d4-718b-9f62-74bd01f34d6a",
        "evidence": "5 numbered, parallel-structured action items",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 80,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 10,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "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-10d4-718b-9f61-f6aeddc316c9",
        "evidence": "Title 'Staying ahead of the curve' captures essence + subtitle on resilience",
        "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": 75,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 1,
        "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": "Opening Hooks",
          "slug": "opening-hooks",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-aeb0-77d5-bfbd-9cd9a6be8186",
          "version": 1,
          "bodyDocId": null,
          "description": "Techniques to capture attention: Startling statistic, provocative question, short story, analogy, contrast",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Storyteller",
        "layer": "slide",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019dd95a-10d4-718b-9f61-f92f29923d93",
        "evidence": "Provocative subtitle 'systematic approach for business resilience in a world of change'",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 65,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 1,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Slide recipe: Cover",
          "slug": "cover-slide",
          "status": "active",
          "bestFor": null,
          "canonId": "019df269-2a08-767d-9128-e7431e6fe8a3",
          "version": 1,
          "bodyDocId": "019df269-29e5-7738-b5fa-6892e5dc8e65",
          "description": "The first ten seconds. Build it deliberately.",
          "familyLabel": "slide-recipe",
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "designer",
        "layer": "slide",
        "agents": [
          "designer"
        ],
        "matchId": "72dddda2-68f5-426e-b682-3e34817c09df",
        "evidence": "The slide is titled 'STAYING AHEAD OF THE CURVE' and has a type of 'cover'.",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-07-16 21:03:36.658562+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 1,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "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": "86ee7407-2bea-4db9-96f3-7ab25cc80ec5",
        "evidence": "The slide is titled 'VIEWPOINT' and has a type of 'executive_summary'.",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.8,
        "extraction": {
          "at": "2026-07-16 21:03:36.722305+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 2,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": "common",
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "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": "019dd95a-10d4-718b-9f62-1d94b839d208",
        "evidence": "Logo-grid comparison instead of bar chart for memorability",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 60,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 3,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Color Strategy",
          "slug": "color-strategy",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-b202-77cf-8a6e-f445b08c0fd3",
          "version": 1,
          "bodyDocId": null,
          "description": "Using color for emphasis, categories, sentiment, and hierarchy",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Designer",
        "layer": "slide",
        "agents": [
          "Designer"
        ],
        "matchId": "019dd95a-10d4-718b-9f62-1b1418d7fa5f",
        "evidence": "Green-tinted entered panel vs pink-tinted exited panel",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 65,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 3,
        "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-10d4-718b-9f62-210a4a09de64",
        "evidence": "Specific S&P 500 names (Tesla, Etsy, Xerox, Macy's) anchor abstract claim",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 80,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 3,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Contrast Principle",
          "slug": "contrast-principle",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-bf0f-73ae-b9df-e60508cdaa65",
          "version": 1,
          "bodyDocId": null,
          "description": "Higher visual weight draws attention - use contrast strategically for emphasis",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Designer",
        "layer": "slide",
        "agents": [
          "Designer"
        ],
        "matchId": "019dd95a-10d4-718b-9f62-1343d7029407",
        "evidence": "Two columns of company logos labelled 'Entered index' vs 'Exited index'",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 85,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 3,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Picture Superiority Effect",
          "slug": "picture-superiority-effect",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-c201-7014-bb58-3e85e3e11dfd",
          "version": 1,
          "bodyDocId": null,
          "description": "Pictures remembered 6x better than words - prioritize visuals over text",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Designer",
        "layer": "slide",
        "agents": [
          "Designer"
        ],
        "matchId": "019dd95a-10d4-718b-9f62-17dd40382e1a",
        "evidence": "Brand logos communicate identity faster than firm names listed",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 80,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 3,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Action Titles",
          "slug": "action-titles",
          "status": "active",
          "bestFor": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
          "canonId": "019dd956-ac70-700b-a608-ba58e78f5dcc",
          "version": 1,
          "bodyDocId": "816dad3c-9983-41c1-a86e-978ebd582841",
          "description": "The McKinsey-bred discipline of writing every slide title as a complete declarative sentence with a verb and an insight, not a topic label. Each title is a sub-claim that ladders up to the deck's governing thought; read in sequence, the titles reconstruct the executive summary.",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Architect",
        "layer": "slide",
        "agents": [
          "Architect"
        ],
        "matchId": "019dd95a-10d4-718b-9f62-2c018e2ad1e5",
        "evidence": "Header 'APPLYING FRAMEWORK TO STAY AHEAD OF THE CURVE' states the so-what",
        "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 13:07:31.797377+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": "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": "0f6ef0e1-c289-4de9-bf2b-461a322448f4",
        "evidence": "To deliver ongoing resilience to current and future operations, organizations must adopt a systematic approach that enables the right dialogue and decision making by both management and the board.",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": null,
        "confidence": 0.7,
        "extraction": {
          "at": "2026-07-16 21:03:36.391026+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": "Gestalt Principles",
          "slug": "gestalt-principles",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-b266-7631-9b7e-44d83bd5d4f3",
          "version": 1,
          "bodyDocId": null,
          "description": "Proximity, Similarity, Enclosure, Continuity, Closure, Connection - how humans perceive visual groups",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Designer",
        "layer": "slide",
        "agents": [
          "Designer",
          "Architect"
        ],
        "matchId": "019dd95a-10d4-718b-9f62-3ac8138b0280",
        "evidence": "Closure/continuity in circular ring binds the 5 pillars as one system",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 65,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 4,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Picture Superiority Effect",
          "slug": "picture-superiority-effect",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-c201-7014-bb58-3e85e3e11dfd",
          "version": 1,
          "bodyDocId": null,
          "description": "Pictures remembered 6x better than words - prioritize visuals over text",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Designer",
        "layer": "slide",
        "agents": [
          "Designer"
        ],
        "matchId": "019dd95a-10d4-718b-9f62-322a4d3b16e3",
        "evidence": "Circular 5-segment diagram visualizes the framework",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 82,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 4,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "SCQA Framework",
          "slug": "scqa-framework",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-7bcb-763f-bdf6-1dfedf3bd36c",
          "version": 1,
          "bodyDocId": "019df22a-a0b0-719e-937e-2ac31e53d32c",
          "description": "Situation, Complication, Question, Answer - structured problem framing",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Architect",
        "layer": "slide",
        "agents": [
          "Architect"
        ],
        "matchId": "9d1222fc-e2a8-4599-a1d4-8c7e1d315654",
        "evidence": "To deliver ongoing resilience to current and future operations, organizations must adopt a systematic approach...",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": null,
        "confidence": 0.6,
        "extraction": {
          "at": "2026-07-16 21:03:36.42873+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": "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-10d4-718b-9f62-3668b45e240c",
        "evidence": "Numbered ring + bold pillar labels orbit the central message",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 70,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+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-10d4-718b-9f62-48c63cc24731",
        "evidence": "Section title 'Business & technology trends: Scouting & deciphering' states pillar action",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
        "confidence": 75,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 6,
        "whyItWorks": "Solves two failure modes at once. (1) The buried claim: action titles place the conclusion on the page before any analysis is read, so a busy reader doesn't reverse-engineer it from the chart. (2) The spineless deck: because each title is a claim, slides have to ladder up to the governing thought; logical gaps become visible as topic-shaped titles in a sequence that no longer reads as a story.",
        "antipattern": "Topic labels disguised as titles — Volume by quarter, Key findings, Pricing strategy, Margins have been impacted. No verb, or a passive verb with no agent, or a fact (Revenue grew 12%) without the so-what. Also: titles that overreach the chart's evidence, multi-claim X-grew-but-Y-fell welded titles, and mechanical repetition of the same X-drove-Y template across the deck.",
        "cardinality": null,
        "narrativePurpose": "Forces the deck to carry its argument in the title bar so a senior reader can extract the recommendation without opening a single slide; converts a binder of topics into a navigable pyramid where every slide is a node defending the apex."
      },
      {
        "tool": {
          "name": "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-10d4-718b-9f62-416fba9a8148",
        "evidence": "Named markers Watch / Prepare / Act with specific descriptions",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 78,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 6,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Credibility Transfer",
          "slug": "credibility-transfer",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-bd34-759a-8e3b-2f14b571a2a1",
          "version": 1,
          "bodyDocId": null,
          "description": "Borrowing authority from trusted sources or vivid details",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Storyteller",
        "layer": "slide",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019dd95a-10d4-718b-9f62-3f20a5ed6614",
        "evidence": "BMW automotive prestige borrowed to validate ADL's pillar",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 80,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 6,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Deploy / Reshape / Invent (BCG)",
          "slug": "bcg-deploy-reshape-invent",
          "status": "active",
          "bestFor": null,
          "canonId": "019de52d-2044-72cc-b402-2511b4663d84",
          "version": 1,
          "bodyDocId": null,
          "description": null,
          "familyLabel": null,
          "categoryName": null,
          "categorySlug": null
        },
        "agent": null,
        "layer": "slide",
        "agents": null,
        "matchId": "1031d489-6867-4d30-a32b-29b37853c5ed",
        "evidence": "Adopting trend scouting through a trends radar brings senior management together and reinforces a common understanding",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.5,
        "extraction": {
          "at": "2026-07-16 21:03:36.530943+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 6,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Picture Superiority Effect",
          "slug": "picture-superiority-effect",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-c201-7014-bb58-3e85e3e11dfd",
          "version": 1,
          "bodyDocId": null,
          "description": "Pictures remembered 6x better than words - prioritize visuals over text",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Designer",
        "layer": "slide",
        "agents": [
          "Designer"
        ],
        "matchId": "019dd95a-10d4-718b-9f62-472a5f7da4c3",
        "evidence": "Half-disc trends radar with 20-year horizons makes idea concrete",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 78,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 6,
        "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-10d4-718b-9f62-54da1068e74f",
        "evidence": "Title 'Effective scenario planning' + callout 'core foundational element'",
        "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 13:07:31.797377+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 7,
        "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-10d4-718b-9f62-508d7ddd03a4",
        "evidence": "Specific chemicals-company numbers: '100 sustainability factors', dates 2035 and 2050",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 82,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 7,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Credibility Transfer",
          "slug": "credibility-transfer",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-bd34-759a-8e3b-2f14b571a2a1",
          "version": 1,
          "bodyDocId": null,
          "description": "Borrowing authority from trusted sources or vivid details",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Storyteller",
        "layer": "slide",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019dd95a-10d4-718b-9f62-5f96c9b93886",
        "evidence": "Anonymous large chemicals company case lends real-world weight",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 65,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 7,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Scenario planning",
          "slug": "scenario-planning",
          "status": "active",
          "bestFor": "Time horizon ≥12 months · ≥2 high-impact uncertainties that cannot be expressed as probability distributions · top two uncertainties roughly independent · team commits to revisit every 12–18 months. For shorter horizons use sensitivity analysis; for quantifiable risk use Monte Carlo; for one-dominant-uncertainty use cascade scenarios.",
          "canonId": "019de52d-1eb5-7639-abaa-44d7f65af562",
          "version": 1,
          "bodyDocId": "1b2fdf8f-9345-4d78-9875-7184e3da22ec",
          "description": "A structured way to think about the future when prediction is impossible. Build three to four distinct, internally-coherent stories of how the world could unfold, and stress-test strategy against each. The output is a set of named worlds the team can argue with — not a probability distribution.",
          "familyLabel": null,
          "categoryName": null,
          "categorySlug": null
        },
        "agent": null,
        "layer": "slide",
        "agents": null,
        "matchId": "19027fca-9431-4462-a95c-173a8378675d",
        "evidence": "In a world of multiple what-ifs, scenario planning should be a core foundational element of the ambidextrous organization",
        "pageRefs": null,
        "priority": null,
        "whenToUse": "Time horizon ≥12 months · ≥2 high-impact uncertainties that cannot be expressed as probability distributions · top two uncertainties roughly independent · team commits to revisit every 12–18 months. For shorter horizons use sensitivity analysis; for quantifiable risk use Monte Carlo; for one-dominant-uncertainty use cascade scenarios.",
        "confidence": 0.8,
        "extraction": {
          "at": "2026-07-16 21:03:36.598833+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 7,
        "whyItWorks": "Solves the two failure modes of forecasting at once: being precisely wrong (point estimates anyone can falsify) and uselessly hedged (ranges so wide they cannot guide action). Scenarios commit to a small set of plausible worlds and crystallise strategy into no-regret moves, sequenced bets, and lose-everywhere moves to drop. Names + early signals + wind-vane triggers turn the exercise into a usable contingency plan.",
        "antipattern": "Best/base/worst case (three points on one axis, not four scenarios) · probability-weighted average of scenarios (collapses to expected value) · Goldilocks-spaced scenarios that rank good-to-bad · scenarios named \"Scenario A/B/C\" instead of world-shape names · 50-row Excel labelled as a scenario (model, not story) · scenarios without measurable early signals.",
        "cardinality": null,
        "narrativePurpose": "Force narrative discipline on multi-year decisions where single-point forecasts fail. Translate structural uncertainty into a small set of decision frames the boardroom can act on by name."
      },
      {
        "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-10d4-718b-9f62-615bfd706eec",
        "evidence": "Banner 'ORGANIZATIONS NEED TO MEET NEW CUSTOMER DEMANDS AND ADHERE TO TIGHTER REGULATIONS' states so-what",
        "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 13:07:31.797377+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 8,
        "whyItWorks": "Solves two failure modes at once. (1) The buried claim: action titles place the conclusion on the page before any analysis is read, so a busy reader doesn't reverse-engineer it from the chart. (2) The spineless deck: because each title is a claim, slides have to ladder up to the governing thought; logical gaps become visible as topic-shaped titles in a sequence that no longer reads as a story.",
        "antipattern": "Topic labels disguised as titles — Volume by quarter, Key findings, Pricing strategy, Margins have been impacted. No verb, or a passive verb with no agent, or a fact (Revenue grew 12%) without the so-what. Also: titles that overreach the chart's evidence, multi-claim X-grew-but-Y-fell welded titles, and mechanical repetition of the same X-drove-Y template across the deck.",
        "cardinality": null,
        "narrativePurpose": "Forces the deck to carry its argument in the title bar so a senior reader can extract the recommendation without opening a single slide; converts a binder of topics into a navigable pyramid where every slide is a node defending the apex."
      },
      {
        "tool": {
          "name": "Authority Bias",
          "slug": "authority-bias",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-c38d-70b9-a284-b2b479763356",
          "version": 1,
          "bodyDocId": null,
          "description": "Expert opinions are weighted more heavily - cite credible sources",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Storyteller",
        "layer": "slide",
        "agents": [
          "Architect",
          "Storyteller"
        ],
        "matchId": "019dd95a-10d4-718b-9f62-6584aec33250",
        "evidence": "Quoted SEC proposed ruling on climate-related risk disclosure",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 80,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 8,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Concrete Language",
          "slug": "concrete-language",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-bcd4-7398-9723-6aa72346170b",
          "version": 1,
          "bodyDocId": null,
          "description": "Using specific sensory details instead of abstract terms",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Storyteller",
        "layer": "slide",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019dd95a-10d4-718b-9f62-6b8bffd7f704",
        "evidence": "Specific references: SEC ruling, top-down/bottom-up roadmap, M&A vs alliances",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 75,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 8,
        "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": "be73dee8-d1ba-4423-a35c-8e3ccc8c0a1d",
        "evidence": "Organizations need to meet new customer demands and adhere to tighter regulations",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.6,
        "extraction": {
          "at": "2026-07-16 21:03:36.664697+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 8,
        "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-10d4-718b-9f62-6ca996121d6f",
        "evidence": "Callout 'THIS EXERCISE WILL DELIVER VITAL INTELLIGENCE TO HELP CEOs STAY AHEAD OF THE CURVE'",
        "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 13:07:31.797377+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": "Closing Techniques",
          "slug": "closing-techniques",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-af13-774b-a4fd-7db0a3a88d51",
          "version": 1,
          "bodyDocId": null,
          "description": "Strong endings: Callback, challenge, vision, clear CTA, memorable line",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Storyteller",
        "layer": "slide",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019dd95a-10d4-718b-9f62-7170fc664840",
        "evidence": "Conclusion + clear CTA list of 5 numbered next steps",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 82,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 10,
        "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-10d4-718b-9f62-7e63dcb8f98e",
        "evidence": "Functions as 'The Call' moment for the audience",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 60,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 10,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      }
    ],
    "frameworks": [
      {
        "matchId": "019dd95a-1ca5-70bb-bba1-aa4f79c8a663",
        "evidence": "Caption 'Figure 2. A framework for business resilience' with 5 numbered circular segments",
        "framework": null,
        "confidence": 90,
        "extraction": {
          "at": "2026-04-29 13:07:34.826634+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 4,
        "frameworkName": "ADL 5-Pillar Business Resilience Framework"
      },
      {
        "matchId": "15605b04-97ab-450d-bd3d-1c0afd485306",
        "evidence": "The slide presents a 5-step iterative process for business resilience.",
        "framework": null,
        "confidence": 0.7,
        "extraction": {
          "at": "2026-05-02 19:46:32.982+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 4,
        "frameworkName": "Maturity Model"
      },
      {
        "matchId": "019dd95a-1ca5-70bb-bba1-ad95fa469dee",
        "evidence": "Labelled 'Figure 3. Example trends radar' with horizon rings and category sectors",
        "framework": null,
        "confidence": 88,
        "extraction": {
          "at": "2026-04-29 13:07:34.826634+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 6,
        "frameworkName": "Technology Trend Radar"
      },
      {
        "matchId": "5076d57e-3717-4a42-ace4-633381531c78",
        "evidence": "Visualized as a semi-circular radar chart with concentric rings representing time horizons (Today, 10 years, 20 years).",
        "framework": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-05-02 19:46:35.212+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 6,
        "frameworkName": "Technology Trend Radar"
      }
    ],
    "patterns": []
  },
  "storymakers": {
    "model": "claude-cli-sonnet-4.6",
    "backend": null,
    "rawJson": {
      "arc": {
        "id": 1,
        "slug": "consultants-gambit",
        "beats": [
          {
            "name": "Situation & Context",
            "end_page": 2,
            "evidence": "p.2 frames unpredictable world driven by macro trends",
            "position": 1,
            "start_page": 2
          },
          {
            "name": "Problem & Complication",
            "end_page": 3,
            "evidence": "p.3 S&P 500 entrants/exits prove disruption",
            "position": 2,
            "start_page": 3
          },
          {
            "name": "Solution & Approach",
            "end_page": 4,
            "evidence": "p.4 reveals 5-pillar resilience framework figure",
            "position": 3,
            "start_page": 4
          },
          {
            "name": "Evidence & Proof",
            "end_page": 8,
            "evidence": "BMW radar, chemicals scenario, capability roadmap cases",
            "position": 4,
            "start_page": 6
          },
          {
            "name": "Impact & Next Steps",
            "end_page": 10,
            "evidence": "'Where do we go from here?' lists 5 CEO actions",
            "position": 5,
            "start_page": 10
          }
        ],
        "evidence": "Classic ADL viewpoint: context (p.2-3) -> 5 challenges complication -> 5-pillar framework solution (p.4) -> BMW/chemicals case proofs (p.6-8) -> 'Where do we go from here?' next steps (p.10).",
        "confidence": 88
      },
      "loops": [
        {
          "id": 3,
          "slug": "03-aha-moment",
          "end_page": 4,
          "evidence": "Problem stated p.2, S&P 500 data shown p.3, framework as resolution p.4.",
          "position": 1,
          "objective": "Frame the resilience problem and reveal the 5-pillar framework as the insight",
          "confidence": 78,
          "start_page": 2
        },
        {
          "id": 9,
          "slug": "09-precedent",
          "end_page": 8,
          "evidence": "BMW Trend Radar case (p.6), chemicals company scenario planning (p.7), capability roadmap practices (p.8).",
          "position": 2,
          "objective": "Validate framework pillars through real-company precedents",
          "confidence": 80,
          "start_page": 6
        }
      ],
      "slide_tools": [
        {
          "tools": [
            {
              "id": 153,
              "slug": "core-message-extraction",
              "layer": "Slide",
              "evidence": "Title 'Staying ahead of the curve' captures essence + subtitle on resilience",
              "confidence": 75
            },
            {
              "id": 123,
              "slug": "opening-hooks",
              "layer": "Slide",
              "evidence": "Provocative subtitle 'systematic approach for business resilience in a world of change'",
              "confidence": 65
            }
          ],
          "page_number": 1
        },
        {
          "tools": [
            {
              "id": 1,
              "slug": "scqa-framework",
              "layer": "Block",
              "evidence": "Opening establishes situation, complication (5 challenges), and question of how to respond",
              "confidence": 82
            },
            {
              "id": 5,
              "slug": "mentor-model",
              "layer": "Block",
              "evidence": "ADL positions itself as guide for CEOs/boards needing the framework",
              "confidence": 70
            },
            {
              "id": 116,
              "slug": "chunking",
              "layer": "Loop",
              "evidence": "Five numbered challenges introduced as discrete chunks",
              "confidence": 78
            },
            {
              "id": 78,
              "slug": "contrast-pairs",
              "layer": "Loop",
              "evidence": "Loop spans short-term vs long-term tension first introduced here",
              "confidence": 70
            },
            {
              "id": 67,
              "slug": "curiosity-gap",
              "layer": "Block",
              "evidence": "Sets up '5 challenges' question to be answered later by framework",
              "confidence": 65
            }
          ],
          "page_number": 2
        },
        {
          "tools": [
            {
              "id": 159,
              "slug": "contrast-principle",
              "layer": "Slide",
              "evidence": "Two columns of company logos labelled 'Entered index' vs 'Exited index'",
              "confidence": 85
            },
            {
              "id": 165,
              "slug": "picture-superiority-effect",
              "layer": "Slide",
              "evidence": "Brand logos communicate identity faster than firm names listed",
              "confidence": 80
            },
            {
              "id": 130,
              "slug": "color-strategy",
              "layer": "Slide",
              "evidence": "Green-tinted entered panel vs pink-tinted exited panel",
              "confidence": 65
            },
            {
              "id": 129,
              "slug": "chart-selection-guide",
              "layer": "Slide",
              "evidence": "Logo-grid comparison instead of bar chart for memorability",
              "confidence": 60
            },
            {
              "id": 154,
              "slug": "concrete-language",
              "layer": "Slide",
              "evidence": "Specific S&P 500 names (Tesla, Etsy, Xerox, Macy's) anchor abstract claim",
              "confidence": 80
            }
          ],
          "page_number": 3
        },
        {
          "tools": [
            {
              "id": 2,
              "slug": "mece-principle",
              "layer": "Block",
              "evidence": "Five numbered pillars positioned as collectively exhaustive view of resilience",
              "confidence": 78
            },
            {
              "id": 17,
              "slug": "governing-thought",
              "layer": "Block",
              "evidence": "Centre label 'Continuous & systematic iteration & action' unifies all 5 pillars",
              "confidence": 72
            },
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Header 'APPLYING FRAMEWORK TO STAY AHEAD OF THE CURVE' states the so-what",
              "confidence": 80
            },
            {
              "id": 165,
              "slug": "picture-superiority-effect",
              "layer": "Slide",
              "evidence": "Circular 5-segment diagram visualizes the framework",
              "confidence": 82
            },
            {
              "id": 132,
              "slug": "visual-hierarchy",
              "layer": "Slide",
              "evidence": "Numbered ring + bold pillar labels orbit the central message",
              "confidence": 70
            },
            {
              "id": 131,
              "slug": "gestalt-principles",
              "layer": "Slide",
              "evidence": "Closure/continuity in circular ring binds the 5 pillars as one system",
              "confidence": 65
            }
          ],
          "page_number": 4
        },
        {
          "tools": [
            {
              "id": 23,
              "slug": "expert-witness",
              "layer": "Loop",
              "evidence": "BMW Group's Trend Radar cited as authority for trend-scouting pillar",
              "confidence": 85
            },
            {
              "id": 155,
              "slug": "credibility-transfer",
              "layer": "Slide",
              "evidence": "BMW automotive prestige borrowed to validate ADL's pillar",
              "confidence": 80
            },
            {
              "id": 154,
              "slug": "concrete-language",
              "layer": "Slide",
              "evidence": "Named markers Watch / Prepare / Act with specific descriptions",
              "confidence": 78
            },
            {
              "id": 165,
              "slug": "picture-superiority-effect",
              "layer": "Slide",
              "evidence": "Half-disc trends radar with 20-year horizons makes idea concrete",
              "confidence": 78
            },
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Section title 'Business & technology trends: Scouting & deciphering' states pillar action",
              "confidence": 75
            },
            {
              "id": 34,
              "slug": "the-rule-of-three",
              "layer": "Block",
              "evidence": "Three markers Watch/Prepare/Act structure the case study",
              "confidence": 75
            }
          ],
          "page_number": 6
        },
        {
          "tools": [
            {
              "id": 154,
              "slug": "concrete-language",
              "layer": "Slide",
              "evidence": "Specific chemicals-company numbers: '100 sustainability factors', dates 2035 and 2050",
              "confidence": 82
            },
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'Effective scenario planning' + callout 'core foundational element'",
              "confidence": 75
            },
            {
              "id": 116,
              "slug": "chunking",
              "layer": "Loop",
              "evidence": "Three numbered scenarios as discrete chunks in the case study sidebar",
              "confidence": 78
            },
            {
              "id": 155,
              "slug": "credibility-transfer",
              "layer": "Slide",
              "evidence": "Anonymous large chemicals company case lends real-world weight",
              "confidence": 65
            }
          ],
          "page_number": 7
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Banner 'ORGANIZATIONS NEED TO MEET NEW CUSTOMER DEMANDS AND ADHERE TO TIGHTER REGULATIONS' states so-what",
              "confidence": 80
            },
            {
              "id": 169,
              "slug": "authority-bias",
              "layer": "Slide",
              "evidence": "Quoted SEC proposed ruling on climate-related risk disclosure",
              "confidence": 80
            },
            {
              "id": 154,
              "slug": "concrete-language",
              "layer": "Slide",
              "evidence": "Specific references: SEC ruling, top-down/bottom-up roadmap, M&A vs alliances",
              "confidence": 75
            }
          ],
          "page_number": 8
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Callout 'THIS EXERCISE WILL DELIVER VITAL INTELLIGENCE TO HELP CEOs STAY AHEAD OF THE CURVE'",
              "confidence": 85
            },
            {
              "id": 124,
              "slug": "closing-techniques",
              "layer": "Slide",
              "evidence": "Conclusion + clear CTA list of 5 numbered next steps",
              "confidence": 82
            },
            {
              "id": 116,
              "slug": "chunking",
              "layer": "Loop",
              "evidence": "5 numbered, parallel-structured action items",
              "confidence": 80
            },
            {
              "id": 98,
              "slug": "callback",
              "layer": "Loop",
              "evidence": "Five steps mirror the five pillars introduced on p.4",
              "confidence": 75
            },
            {
              "id": 122,
              "slug": "story-moments",
              "layer": "Slide",
              "evidence": "Functions as 'The Call' moment for the audience",
              "confidence": 60
            }
          ],
          "page_number": 10
        }
      ],
      "slides_seen": 12,
      "deck_summary": "Textbook ADL viewpoint that maps cleanly to the Consultant's Gambit, anchored by a proprietary 5-pillar framework and validated through BMW + chemicals precedent cases; alignment with Storymakers is strong on structure (SCQA, MECE, action titles, closing CTA) but light on emotional or narrative arcs.",
      "secondary_arcs": [],
      "images_inspected": 6,
      "slide_frameworks": [
        {
          "frameworks": [
            {
              "name": "ADL 5-Pillar Business Resilience Framework",
              "slug": "adl-5-pillar-resilience-framework",
              "evidence": "Caption 'Figure 2. A framework for business resilience' with 5 numbered circular segments",
              "confidence": 90
            }
          ],
          "page_number": 4
        },
        {
          "frameworks": [
            {
              "name": "Technology Trend Radar",
              "slug": "technology-trend-radar",
              "evidence": "Labelled 'Figure 3. Example trends radar' with horizon rings and category sectors",
              "confidence": 88
            }
          ],
          "page_number": 6
        }
      ]
    },
    "matchedAt": "2026-04-26 08:47:23+00",
    "slidesSeen": 12,
    "deckSummary": "Textbook ADL viewpoint that maps cleanly to the Consultant's Gambit, anchored by a proprietary 5-pillar framework and validated through BMW + chemicals precedent cases; alignment with Storymakers is strong on structure (SCQA, MECE, action titles, closing CTA) but light on emotional or narrative arcs.",
    "imagesInspected": 6,
    "extractionSeconds": 224.06348
  },
  "score": {
    "backend": "claude",
    "scoredAt": "2026-05-02 06:43:04.595+00",
    "subScores": {
      "scqa_arc": 65,
      "action_titles": 30,
      "mece_structure": 55,
      "closing_strength": 75,
      "evidence_quality": 65,
      "clarity_of_thesis": 65,
      "production_quality": 55,
      "visual_storytelling": 60
    },
    "totalScore": 60,
    "coveragePct": 100,
    "explanations": {
      "scqa_arc": "Reasonable arc: situation (slide 2), complication via S&P churn (slide 3), answer/framework (slide 4), evidence (6-8), next steps (10), though the Question is implicit rather than posed.",
      "action_titles": "Almost all titles are topic labels ('VIEWPOINT', 'Effective scenario planning', 'WHERE DO WE GO FROM HERE?'); only slide 8 carries a true action title ('ORGANIZATIONS NEED TO MEET NEW CUSTOMER DEMANDS AND ADHERE TO TIGHTER REGULATIONS').",
      "mece_structure": "Slide 4 introduces a 5-step cyclical framework but only steps 2 (slide 6) and 3 (slide 7) get dedicated treatment — steps 1, 4, 5 are not visibly covered, leaving gaps.",
      "closing_strength": "Slide 10 'Where do we go from here?' delivers five concrete strategic imperatives with a CTA callout, a clear closing recommendation before the boilerplate.",
      "evidence_quality": "Backed by S&P 500 turnover data (slide 3, ~50 logos), BMW + ADL rail radar (slide 6), a chemicals firm scenario case (slide 7), and a regulatory quote (slide 8) — solid for thought-leadership.",
      "clarity_of_thesis": "Thesis ('systematic approach for resilience in a world of change') is identifiable by slide 2 and reinforced by the framework on slide 4, but stated as a topic rather than a sharp declarative argument.",
      "production_quality": "Polished ADL Viewpoint formatting but only 1/12 explicit action title, three filler/transition slides (5, 9, 11), a truncated regulatory quote on slide 8, and inconsistent title casing across the deck.",
      "visual_storytelling": "Mix of appropriate visuals (logo grid on slide 3, circular framework on slide 4, trend radar on slide 6) but slides 5/9 are purely decorative transitions and slide 8 is text-heavy on a critical argument."
    },
    "slidesAnalyzed": 12
  },
  "review": {
    "backend": null,
    "verdict": "A short ADL viewpoint paper with a defensible resilience argument but weak Storymakers craft — use it as a counter-example for how generic 'VIEWPOINT' titles and missing pillar numbering bury an otherwise reasonable thesis.",
    "reviewedAt": "2026-04-24 13:27:13+00",
    "slidesSeen": 12,
    "suggestions": [
      "Replace every 'VIEWPOINT' title with a declarative action title that states the slide's takeaway in one sentence",
      "Add an explicit pillar-overview slide after p.4 listing the three numbered components (1, 2, 3) so the case-study sequence reads as MECE rather than arbitrary",
      "Rewrite p.10 from a question ('WHERE DO WE GO FROM HERE?') to a recommendation ('Run a trends-radar + scenario-planning sprint in the next quarter') with concrete CEO actions"
    ],
    "closingScore": 65,
    "openingScore": 55,
    "topStrengths": [
      "Slide 3's S&P 500 churn data (entrants/exits 2020-2022) is a strong evidence-based hook for the resilience thesis",
      "Slide 8's title is the one genuine action title — declarative and stakes-bearing",
      "Slide 10 attempts an explicit 'next steps' close, which many viewpoints skip entirely"
    ],
    "topWeaknesses": [
      "Three slides reuse the generic 'VIEWPOINT' label (p.2, p.5, p.9), wasting prime narrative real estate",
      "Numbered case studies start at '2.' (p.6) and '3.' (p.7) with no visible '1.' — pillar structure is broken or unannounced",
      "Action titles are overwhelmingly nouns/topics rather than insights; reader cannot skim the deck and extract the argument"
    ],
    "narrativeScore": 58,
    "pillarCritique": "There are no real section dividers — the recurring 'VIEWPOINT' slides (p.5, p.9) act as filler rather than MECE pillar breaks, and the numbered case studies (2., 3.) hint at a missing '1.' pillar that is never set up.",
    "closingCritique": "Slide 10 'WHERE DO WE GO FROM HERE?' poses a question rather than delivering an answer, though the all-caps callout about CEOs staying ahead of the curve gives it some punch — the close is directional but not a crisp call to action.",
    "openingCritique": "Slide 2's 'VIEWPOINT' label is generic and the thesis is buried inside dense body copy; the deck establishes stakes (resilience in unpredictable world) but never leads with the answer in the first three slides.",
    "extractionSeconds": 51.38029,
    "narrativeCritique": "The deck follows a loose S→C→A→R arc (context p.2-3 → framework p.4 → cases p.6-8 → next steps p.10) but the analysis act is thin and uneven, with repeated 'VIEWPOINT' transition slides (p.5, p.9) that interrupt rather than advance the story.",
    "titleQualityScore": 38,
    "titleQualityCritique": "Most titles are topic labels or generic banners ('VIEWPOINT', 'NOTES', 'WHERE DO WE GO FROM HERE?', 'Figure 1. Examples of new entrants...') rather than declarative insights; only p.8 ('ORGANIZATIONS NEED TO MEET NEW CUSTOMER DEMANDS...') comes close to an action title."
  },
  "activistThesis": null,
  "pitchdeck": {
    "metadata": null,
    "profile": null
  },
  "slides": [
    {
      "page": 1,
      "type": "setup",
      "title": "Includes list of authors and a brief summary of the report's purpose.",
      "function": "front_matter",
      "imagePath": "https://imgproxy.kitesheet.com/8zfab8NswaEgWdczAkTN04fOpUAWM2y1wTpC_wtM99o/rs:fit:1200:1200:0/q:82/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy9iNTA0MmFhMDhkZGVmNDIyL3AwMDEuanBn",
      "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": "dense",
        "densityScore": 52,
        "componentCount": 6,
        "textChars": 745,
        "nDataPoints": 0,
        "notes": "Includes list of authors and a brief summary of the report's purpose.",
        "elementsJson": [
          "headline_text",
          "paragraph",
          "other"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:46:31.754+00",
          "seconds": 2.54,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-3b498dd88e34/1",
        "deck": "/decks/019dd923-5ca1-7489-b634-3b498dd88e34",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-3b498dd88e34#slide-1",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-3b498dd88e34.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "A systematic approach for business resilience in a world of change",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-24 12:42:50+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-a675-704b-b9b6-0cb2551ecc6c",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.2,
            "w": 0.2,
            "x": 0.7,
            "y": 0.65
          },
          "kind": "list",
          "text": "Johan Treutiger, Martin Glaumann, Michael Kolk, Lars Thurmann-Moe, Malin Friberg, Rasmus Steffensen",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:31.754+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "330ffda0-1e0e-44a0-83d1-b0a5877f5ba1",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.2,
            "w": 0.4,
            "x": 0.12,
            "y": 0.65
          },
          "kind": "paragraph",
          "text": "The future is no longer predictable. Businesses constantly face the challenge to interpret and plan for the impact of overarching trends, such as sustainability/climate change, geopolitical instability, resource scarcity, digitalization, and disruptive new technologies. Today’s CEOs must master resilience and growth in a world of uncertainty to ensure that they stay ahead of the curve. In this Viewpoint, we describe a systematic five-pillar approach to address this complexity.",
          "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 19:46:31.754+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "56aa2c1f-bceb-4102-8a68-da3eb994bdb1",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.4,
            "x": 0.12,
            "y": 0.56
          },
          "kind": "paragraph",
          "text": "A systematic approach for business resilience in a world of change",
          "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 19:46:31.754+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "5c183d35-e752-4f9c-a1c3-69591e3ee4a9",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.4,
            "x": 0.12,
            "y": 0.45
          },
          "kind": "title",
          "text": "STAYING AHEAD OF THE CURVE",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:31.754+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "ac6a54fe-a09f-4518-a306-5fea90012efa",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.1,
            "x": 0.7,
            "y": 0.62
          },
          "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": "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 19:46:31.754+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "74d1574d-b448-498c-a419-28fe50f72384",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "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-10d4-718b-9f61-f6aeddc316c9",
          "evidence": "Title 'Staying ahead of the curve' captures essence + subtitle on resilience",
          "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": 75,
          "extraction": {
            "at": "2026-04-29 13:07:31.797377+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 1,
          "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": "Opening Hooks",
            "slug": "opening-hooks",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-aeb0-77d5-bfbd-9cd9a6be8186",
            "version": 1,
            "bodyDocId": null,
            "description": "Techniques to capture attention: Startling statistic, provocative question, short story, analogy, contrast",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Storyteller",
          "layer": "slide",
          "agents": [
            "Storyteller"
          ],
          "matchId": "019dd95a-10d4-718b-9f61-f92f29923d93",
          "evidence": "Provocative subtitle 'systematic approach for business resilience in a world of change'",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 65,
          "extraction": {
            "at": "2026-04-29 13:07:31.797377+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 1,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "Slide recipe: Cover",
            "slug": "cover-slide",
            "status": "active",
            "bestFor": null,
            "canonId": "019df269-2a08-767d-9128-e7431e6fe8a3",
            "version": 1,
            "bodyDocId": "019df269-29e5-7738-b5fa-6892e5dc8e65",
            "description": "The first ten seconds. Build it deliberately.",
            "familyLabel": "slide-recipe",
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "designer",
          "layer": "slide",
          "agents": [
            "designer"
          ],
          "matchId": "72dddda2-68f5-426e-b682-3e34817c09df",
          "evidence": "The slide is titled 'STAYING AHEAD OF THE CURVE' and has a type of 'cover'.",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-07-16 21:03:36.658562+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 1,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "frameworks": [],
      "arcBeats": [],
      "loops": [],
      "thumbSrc": "https://imgproxy.kitesheet.com/xeESufLXNBZ2t4Kq4VgBvlyqZL3ACsn0_e96AkXRFw4/rs:fit:480:480:0/q:78/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy9iNTA0MmFhMDhkZGVmNDIyL3AwMDEuanBn",
      "imagePathAlt": "https://imgproxy.kitesheet.com/WMQtlEZBcIy8i015aM5XYsGzLqHGdlA0rW1encZ1ZcQ/rs:fit:1200:1200:0/q:82/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy9iNTA0MmFhMDhkZGVmNDIyL3AwMDEucG5n",
      "thumbSrcAlt": "https://imgproxy.kitesheet.com/uNlBDZ43OfHrJKg9y-Ayq0-vVGOm1FDeVhjDksUcXsY/rs:fit:480:480:0/q:78/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy9iNTA0MmFhMDhkZGVmNDIyL3AwMDEucG5n"
    },
    {
      "page": 2,
      "type": "setup",
      "title": "This is page 2 of a consulting viewpoint document by Arthur D. Little.",
      "function": "establish_context",
      "rawType": "executive_summary",
      "block": null,
      "metadata": {
        "slideType": "executive_summary",
        "slideTypeCanon": {
          "name": "Executive summary",
          "slug": "executive_summary",
          "status": "active",
          "canonId": "019de52d-06be-73ff-81b3-f99fe7f0025e",
          "version": 1,
          "description": null
        },
        "function": "establish_context",
        "functionCanon": {
          "name": "Establish context",
          "slug": "establish_context",
          "status": "active",
          "canonId": "019de52d-1314-74e6-9074-d213dc0bdcdf",
          "version": 1,
          "description": null
        },
        "density": "overcrowded",
        "densityScore": 78,
        "componentCount": 8,
        "textChars": 1199,
        "nDataPoints": 1,
        "notes": "This is page 2 of a consulting viewpoint document by Arthur D. Little.",
        "elementsJson": [
          "paragraph",
          "numbered_list"
        ],
        "confidence": 0.9,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:46:33.309+00",
          "seconds": 3.912,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-3b498dd88e34/2",
        "deck": "/decks/019dd923-5ca1-7489-b634-3b498dd88e34",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-3b498dd88e34#slide-2",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-3b498dd88e34.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.05,
            "w": 0.3,
            "x": 0.59,
            "y": 0.41
          },
          "kind": "callout",
          "text": "5 CHALLENGES TO STAYING AHEAD OF THE CURVE",
          "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 19:46:33.309+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "ec5ff68e-c0cf-46a1-97e9-8c11dacacb98",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "callout",
          "text": "Today's businesses must ensure resilience in an unpredictable world driven by macro trends like geopolitical instability and sustainability, which can threaten supply chains or remove markets almost instantly.",
          "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 12:42:51+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-a676-734b-b518-d1c22853ebd2",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.3,
            "x": 0.2,
            "y": 0.62
          },
          "kind": "list",
          "text": "The space where a company operates is continuously changing... Time has contracted in the sense that it is no longer possible to clearly formulate a five- to 10-year strategic business plan.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:33.309+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "f0aebb69-1c4b-4a35-b982-3a0370b0ccd6",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.25,
            "w": 0.3,
            "x": 0.59,
            "y": 0.12
          },
          "kind": "list",
          "text": "1. How do we keep pace with the latest business, technology, and regulatory trends? 2. How do we define and understand the implications of different scenarios for the future? 3. How does senior management work to evaluate and act on current trends and scenarios?",
          "attrs": null,
          "canon": {
            "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 19:46:33.309+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "0a7a8ea6-80ab-40f9-9e39-a2884c1981e6",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.2,
            "w": 0.3,
            "x": 0.59,
            "y": 0.71
          },
          "kind": "list",
          "text": "1. Operating in a fast-moving landscape. The world we live and work in is evolving rapidly, driven by macro trends such as demographic growth, urbanization, climate change...",
          "attrs": null,
          "canon": {
            "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 19:46:33.309+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "0be3318b-3803-4960-8ab5-5dc353881d45",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.25,
            "w": 0.3,
            "x": 0.2,
            "y": 0.1
          },
          "kind": "paragraph",
          "text": "Today's businesses must ensure resilience in an unpredictable world driven by macro trends like geopolitical instability and sustainability...",
          "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 19:46:33.309+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "137cb65a-99fb-4861-b447-340f3f1c53c8",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.3,
            "x": 0.59,
            "y": 0.47
          },
          "kind": "paragraph",
          "text": "It is clear that all industries are impacted by today's fast technology and business trend shifts. Figure 1 shows the companies that have entered and exited the S&P 500...",
          "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 19:46:33.309+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "ba1bd0c4-577f-41bb-9cd2-f88da1b69f43",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.1,
            "x": 0.09,
            "y": 0.03
          },
          "kind": "title",
          "text": "VIEWPOINT",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:33.309+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "77f544fb-1207-455f-b6e2-04ed7ca742f3",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "Curiosity Gap",
            "slug": "curiosity-gap",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-9703-74ef-8b85-96dfd8525025",
            "version": 1,
            "bodyDocId": null,
            "description": "People seek missing information - create open questions that demand resolution",
            "familyLabel": null,
            "categoryName": "Block",
            "categorySlug": "block"
          },
          "agent": "Storyteller",
          "layer": "block",
          "agents": [
            "Storyteller"
          ],
          "matchId": "019dd95a-10d4-718b-9f62-0e08c857d11b",
          "evidence": "Sets up '5 challenges' question to be answered later by framework",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 65,
          "extraction": {
            "at": "2026-04-29 13:07:31.797377+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 2,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "Mentor Model",
            "slug": "mentor-model",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-7d75-733f-961b-68ca0cc6078a",
            "version": 1,
            "bodyDocId": null,
            "description": "Position presenter as guide/mentor, audience as hero making the journey",
            "familyLabel": null,
            "categoryName": "Block",
            "categorySlug": "block"
          },
          "agent": "Storyteller",
          "layer": "block",
          "agents": [
            "Storyteller"
          ],
          "matchId": "019dd95a-10d4-718b-9f62-02e287a75cd3",
          "evidence": "ADL positions itself as guide for CEOs/boards needing the framework",
          "pageRefs": null,
          "priority": "Core",
          "whenToUse": null,
          "confidence": 70,
          "extraction": {
            "at": "2026-04-29 13:07:31.797377+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 2,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "SCQA Framework",
            "slug": "scqa-framework",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-7bcb-763f-bdf6-1dfedf3bd36c",
            "version": 1,
            "bodyDocId": "019df22a-a0b0-719e-937e-2ac31e53d32c",
            "description": "Situation, Complication, Question, Answer - structured problem framing",
            "familyLabel": null,
            "categoryName": "Block",
            "categorySlug": "block"
          },
          "agent": "Architect",
          "layer": "block",
          "agents": [
            "Architect"
          ],
          "matchId": "019dd95a-10d4-718b-9f61-fe0f865fd48e",
          "evidence": "Opening establishes situation, complication (5 challenges), and question of how to respond",
          "pageRefs": null,
          "priority": "Core",
          "whenToUse": null,
          "confidence": 82,
          "extraction": {
            "at": "2026-04-29 13:07:31.797377+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 2,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "Chunking",
            "slug": "chunking",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-abab-72ce-b64c-2924cc83cf39",
            "version": 1,
            "bodyDocId": null,
            "description": "Information grouped into chunks is remembered better - structure content in digestible units",
            "familyLabel": null,
            "categoryName": "Loop",
            "categorySlug": "loop"
          },
          "agent": "Architect",
          "layer": "loop",
          "agents": [
            "Architect"
          ],
          "matchId": "019dd95a-10d4-718b-9f62-06b2d52020d6",
          "evidence": "Five numbered challenges introduced as discrete chunks",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 78,
          "extraction": {
            "at": "2026-04-29 13:07:31.797377+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 2,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "Contrast Pairs",
            "slug": "contrast-pairs",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-9b77-70d3-88b1-f34e26f60860",
            "version": 1,
            "bodyDocId": null,
            "description": "Creating tension through opposites: Before↔After, Problem↔Solution, Pain↔Relief",
            "familyLabel": null,
            "categoryName": "Loop",
            "categorySlug": "loop"
          },
          "agent": "Storyteller",
          "layer": "loop",
          "agents": [
            "Storyteller"
          ],
          "matchId": "019dd95a-10d4-718b-9f62-089b5f23e212",
          "evidence": "Loop spans short-term vs long-term tension first introduced here",
          "pageRefs": null,
          "priority": "Core",
          "whenToUse": null,
          "confidence": 70,
          "extraction": {
            "at": "2026-04-29 13:07:31.797377+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 2,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "Executive summary",
            "slug": "executive-summary",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd9e1-4b63-72d5-9734-da757d91ca61",
            "version": 1,
            "bodyDocId": null,
            "description": "A condensed view of the entire argument on a single slide / block.",
            "familyLabel": null,
            "categoryName": null,
            "categorySlug": null
          },
          "agent": null,
          "layer": "slide",
          "agents": null,
          "matchId": "86ee7407-2bea-4db9-96f3-7ab25cc80ec5",
          "evidence": "The slide is titled 'VIEWPOINT' and has a type of 'executive_summary'.",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.8,
          "extraction": {
            "at": "2026-07-16 21:03:36.722305+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 2,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": "common",
          "narrativePurpose": null
        }
      ],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 2,
          "arc": {
            "name": "The Consultant's Gambit",
            "slug": "consultants-gambit",
            "status": "active",
            "bestFor": "Business cases, project proposals, strategic recommendations",
            "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps",
            "description": null,
            "familyLabel": null
          },
          "from": 2,
          "name": "Situation & Context",
          "beatId": "019dd95a-0682-776c-8e37-d471db34aca9",
          "matchId": "019dd95a-0542-7728-a78f-b6fc943d9548",
          "beatType": {
            "name": "Situation & Context",
            "slug": "consultants-gambit-situation-context",
            "status": "active",
            "canonId": "019dd9b8-05ae-741b-992d-65ee83c639b3",
            "version": 1,
            "description": null
          },
          "evidence": "p.2 frames unpredictable world driven by macro trends",
          "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": [
        {
          "to": 4,
          "from": 2,
          "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-07fe-70ce-8d40-0f75ee028745",
          "evidence": "Problem stated p.2, S&P 500 data shown p.3, framework as resolution p.4.",
          "position": 1,
          "objective": "Frame the resilience problem and reveal the 5-pillar framework as the insight",
          "confidence": 78,
          "extraction": {
            "at": "2026-04-29 13:07:29.547081+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          }
        }
      ],
      "locked": true
    },
    {
      "page": 3,
      "type": "analysis",
      "title": "The slide uses a hub-and-spoke style diagram to show index churn, followed by text-based analysis of strategic business challenges.",
      "function": "establish_context",
      "rawType": "industry_trends",
      "block": null,
      "metadata": {
        "slideType": "industry_trends",
        "slideTypeCanon": {
          "name": "Industry trends",
          "slug": "industry_trends",
          "status": "active",
          "canonId": "019de52d-0b1d-7705-a0e0-c663199cd1fa",
          "version": 1,
          "description": null
        },
        "function": "establish_context",
        "functionCanon": {
          "name": "Establish context",
          "slug": "establish_context",
          "status": "active",
          "canonId": "019de52d-1314-74e6-9074-d213dc0bdcdf",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 61,
        "componentCount": 8,
        "textChars": 539,
        "nDataPoints": 0,
        "notes": "The slide uses a hub-and-spoke style diagram to show index churn, followed by text-based analysis of strategic business challenges.",
        "elementsJson": [
          "logo_grid",
          "paragraph",
          "numbered_list"
        ],
        "confidence": 0.95,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:46:32.478+00",
          "seconds": 3.05,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-3b498dd88e34/3",
        "deck": "/decks/019dd923-5ca1-7489-b634-3b498dd88e34",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-3b498dd88e34#slide-3",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-3b498dd88e34.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "Businesses no longer have the luxury of focusing on either short- or long-term trends. Instead, they must cover both, particularly as the two often are fundamentally linked.",
          "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 12:42:51+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-a675-704b-b9b6-46e342bf2b68",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.25,
            "w": 0.8,
            "x": 0.07,
            "y": 0.15
          },
          "kind": "diagram",
          "text": "S&P 500 index churn 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": {
              "name": "Hub and spoke",
              "slug": "hub-spoke",
              "status": "active",
              "canonId": "019de52d-04db-73e6-81ca-a234f2f23fc1",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "hub-spoke",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:32.478+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "19242563-7290-4854-bc6a-16852575ad1a",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.2,
            "w": 0.4,
            "x": 0.07,
            "y": 0.4
          },
          "kind": "paragraph",
          "text": "Alongside these macro trends, new business and technology innovations provide a mix of opportunities and challenges...",
          "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 19:46:32.478+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "182370dc-9328-41d6-b966-3f5bddf0dc44",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.2,
            "w": 0.4,
            "x": 0.53,
            "y": 0.4
          },
          "kind": "paragraph",
          "text": "3. Misaligned incentives...",
          "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 19:46:32.478+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "30f868cc-b003-46fd-a28a-a576a74ba06d",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.25,
            "w": 0.4,
            "x": 0.07,
            "y": 0.65
          },
          "kind": "paragraph",
          "text": "2. Balancing short- & long-term trends...",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:32.478+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "35e4ed1c-8665-404c-9108-2fc03e77e994",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.25,
            "w": 0.4,
            "x": 0.53,
            "y": 0.65
          },
          "kind": "paragraph",
          "text": "4. Changing global regulations with far-reaching impacts...",
          "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 19:46:32.478+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "f699b422-e25a-4b63-95cf-92f3d3603cfd",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.15,
            "x": 0.07,
            "y": 0.37
          },
          "kind": "source-note",
          "text": "Source: Arthur D. Little",
          "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 19:46:32.478+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "0cb9cf73-7b28-4406-a116-97cdeced5210",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.6,
            "x": 0.07,
            "y": 0.1
          },
          "kind": "title",
          "text": "Figure 1. Examples of new entrants and exits to the S&P 500, 2020-2022",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:32.478+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "a5f4270a-3414-46d2-9998-388329ccca0f",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "Chart Selection Guide",
            "slug": "chart-selection-guide",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-b1a0-700b-ba17-0e16c4d5bcae",
            "version": 1,
            "bodyDocId": null,
            "description": "Choosing the right chart type for your data and message",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Designer",
          "layer": "slide",
          "agents": [
            "Designer"
          ],
          "matchId": "019dd95a-10d4-718b-9f62-1d94b839d208",
          "evidence": "Logo-grid comparison instead of bar chart for memorability",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 60,
          "extraction": {
            "at": "2026-04-29 13:07:31.797377+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 3,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "Color Strategy",
            "slug": "color-strategy",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-b202-77cf-8a6e-f445b08c0fd3",
            "version": 1,
            "bodyDocId": null,
            "description": "Using color for emphasis, categories, sentiment, and hierarchy",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Designer",
          "layer": "slide",
          "agents": [
            "Designer"
          ],
          "matchId": "019dd95a-10d4-718b-9f62-1b1418d7fa5f",
          "evidence": "Green-tinted entered panel vs pink-tinted exited panel",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 65,
          "extraction": {
            "at": "2026-04-29 13:07:31.797377+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 3,
          "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-10d4-718b-9f62-210a4a09de64",
          "evidence": "Specific S&P 500 names (Tesla, Etsy, Xerox, Macy's) anchor abstract claim",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 80,
          "extraction": {
            "at": "2026-04-29 13:07:31.797377+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 3,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "Contrast Principle",
            "slug": "contrast-principle",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-bf0f-73ae-b9df-e60508cdaa65",
            "version": 1,
            "bodyDocId": null,
            "description": "Higher visual weight draws attention - use contrast strategically for emphasis",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Designer",
          "layer": "slide",
          "agents": [
            "Designer"
          ],
          "matchId": "019dd95a-10d4-718b-9f62-1343d7029407",
          "evidence": "Two columns of company logos labelled 'Entered index' vs 'Exited index'",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 85,
          "extraction": {
            "at": "2026-04-29 13:07:31.797377+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 3,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "Picture Superiority Effect",
            "slug": "picture-superiority-effect",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-c201-7014-bb58-3e85e3e11dfd",
            "version": 1,
            "bodyDocId": null,
            "description": "Pictures remembered 6x better than words - prioritize visuals over text",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Designer",
          "layer": "slide",
          "agents": [
            "Designer"
          ],
          "matchId": "019dd95a-10d4-718b-9f62-17dd40382e1a",
          "evidence": "Brand logos communicate identity faster than firm names listed",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 80,
          "extraction": {
            "at": "2026-04-29 13:07:31.797377+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 3,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 3,
          "arc": {
            "name": "The Consultant's Gambit",
            "slug": "consultants-gambit",
            "status": "active",
            "bestFor": "Business cases, project proposals, strategic recommendations",
            "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps",
            "description": null,
            "familyLabel": null
          },
          "from": 3,
          "name": "Problem & Complication",
          "beatId": "019dd95a-0682-776c-8e37-d8b476ea10dd",
          "matchId": "019dd95a-0542-7728-a78f-b6fc943d9548",
          "beatType": {
            "name": "Problem & Complication",
            "slug": "consultants-gambit-problem-complication",
            "status": "active",
            "canonId": "019dd9b8-064a-777f-a374-e9a8c43dedd4",
            "version": 1,
            "description": null
          },
          "evidence": "p.3 S&P 500 entrants/exits prove disruption",
          "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
        }
      ],
      "loops": [
        {
          "to": 4,
          "from": 2,
          "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-07fe-70ce-8d40-0f75ee028745",
          "evidence": "Problem stated p.2, S&P 500 data shown p.3, framework as resolution p.4.",
          "position": 1,
          "objective": "Frame the resilience problem and reveal the 5-pillar framework as the insight",
          "confidence": 78,
          "extraction": {
            "at": "2026-04-29 13:07:29.547081+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          }
        }
      ],
      "locked": true
    },
    {
      "page": 4,
      "type": "analysis",
      "title": "The slide features a circular process diagram labeled 'Figure 2. A framework for business resilience'.",
      "function": "present_framework",
      "rawType": "industry_trends",
      "block": null,
      "metadata": {
        "slideType": "industry_trends",
        "slideTypeCanon": {
          "name": "Industry trends",
          "slug": "industry_trends",
          "status": "active",
          "canonId": "019de52d-0b1d-7705-a0e0-c663199cd1fa",
          "version": 1,
          "description": null
        },
        "function": "present_framework",
        "functionCanon": {
          "name": "Present framework",
          "slug": "present_framework",
          "status": "active",
          "canonId": "019de52d-1403-7667-9100-d2ac6709f750",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 73,
        "componentCount": 9,
        "textChars": 640,
        "nDataPoints": 2,
        "notes": "The slide features a circular process diagram labeled 'Figure 2. A framework for business resilience'.",
        "elementsJson": [
          "bullet_list",
          "paragraph",
          "process_diagram"
        ],
        "confidence": 0.95,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:46:32.982+00",
          "seconds": 3.489,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-3b498dd88e34/4",
        "deck": "/decks/019dd923-5ca1-7489-b634-3b498dd88e34",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-3b498dd88e34#slide-4",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-3b498dd88e34.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "To deliver ongoing resilience to current and future operations, organizations must adopt a systematic approach that enables the right dialogue and decision making by both management and the board.",
          "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 12:42:51+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-a676-734b-b519-6d0332cd31bf",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.25,
            "w": 0.35,
            "x": 0.07,
            "y": 0.66
          },
          "kind": "chart",
          "text": "Figure 2. A framework for business resilience",
          "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 19:46:32.982+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "ec704762-5b4b-4279-9c98-5ee3c337b1e6",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.35,
            "w": 0.4,
            "x": 0.53,
            "y": 0.54
          },
          "kind": "paragraph",
          "text": "Begin by analyzing and understanding the organization's purpose...",
          "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 19:46:32.982+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "1e321804-a608-4af1-89ad-ac0fa041203a",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.45,
            "w": 0.4,
            "x": 0.07,
            "y": 0.1
          },
          "kind": "paragraph",
          "text": "Increasing competition through regulation... Geopolitical instability... 5. Missing digital skills & competencies",
          "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 19:46:32.982+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "3dd145e2-224b-4af2-a273-8140847a18ed",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.4,
            "x": 0.53,
            "y": 0.34
          },
          "kind": "paragraph",
          "text": "To deliver ongoing resilience to current and future operations, organizations must adopt a systematic approach...",
          "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 19:46:32.982+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "3f65bf88-f1b8-4184-b019-9c91440aae3e",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.01,
            "w": 0.1,
            "x": 0.07,
            "y": 0.92
          },
          "kind": "source-note",
          "text": "Source: Arthur D. Little",
          "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 19:46:32.982+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "128158ca-5b6d-4c54-9a70-4cc228c56f29",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.4,
            "x": 0.53,
            "y": 0.27
          },
          "kind": "title",
          "text": "APPLYING FRAMEWORK TO STAY AHEAD OF THE CURVE",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:32.982+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "07020992-4d86-47d2-a7e8-da6bc8969fdd",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.3,
            "x": 0.53,
            "y": 0.51
          },
          "kind": "title",
          "text": "1. Company strategy & purpose",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:32.982+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "744a83a0-314d-48eb-a83a-faecdf495069",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.1,
            "x": 0.07,
            "y": 0.03
          },
          "kind": "title",
          "text": "VIEWPOINT",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:32.982+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "ff98af6b-19bf-46f7-a4ba-eeb69193ba98",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "Governing Thought",
            "slug": "governing-thought",
            "status": "active",
            "bestFor": "When the deck makes a recommendation, decision, or argues a position; when defining the top of a pyramid before structuring supports; when an SCQA opening needs an Answer; when stripping topic-style titles in favour of action titles.",
            "canonId": "019dd956-8286-760e-8638-77558a0d71ba",
            "version": 1,
            "bodyDocId": "06f7d5a5-daab-44c1-9d67-63c52ba03962",
            "description": "The single declarative sentence at the apex of a Minto pyramid that summarises and is supported by everything beneath it — the answer the deck exists to defend.",
            "familyLabel": null,
            "categoryName": "Block",
            "categorySlug": "block"
          },
          "agent": "Architect",
          "layer": "block",
          "agents": [
            "Architect"
          ],
          "matchId": "019dd95a-10d4-718b-9f62-28aa3e5252c1",
          "evidence": "Centre label 'Continuous & systematic iteration & action' unifies all 5 pillars",
          "pageRefs": null,
          "priority": null,
          "whenToUse": "When the deck makes a recommendation, decision, or argues a position; when defining the top of a pyramid before structuring supports; when an SCQA opening needs an Answer; when stripping topic-style titles in favour of action titles.",
          "confidence": 72,
          "extraction": {
            "at": "2026-04-29 13:07:31.797377+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 4,
          "whyItWorks": "Forces the writer to commit to a position before structuring the case — exposes muddled thinking that hides safely inside topic-style headings. Gives busy readers the answer in the first cognitive beat and enables progressive disclosure of the supporting case.",
          "antipattern": "Topic-style headings ('Strategic options for growth', 'Considerations for Europe') instead of declarative claims with verbs. Multi-sentence apex statements. Qualifier-laden hedges. Noun-phrase labels ('Recommendation: acquisition of Target B') pretending to be sentences. Fake governing thoughts — confident apex the supports don't actually force.",
          "cardinality": null,
          "narrativePurpose": "Anchor the document in one defensible claim with a working verb, so the audience knows the answer before they read the proof and the entire structure ladders up to it."
        },
        {
          "tool": {
            "name": "MECE Principle",
            "slug": "mece-principle",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-7c60-71a8-8758-c79d914489c9",
            "version": 1,
            "bodyDocId": null,
            "description": "Mutually Exclusive, Collectively Exhaustive - ensuring complete, non-overlapping structure",
            "familyLabel": null,
            "categoryName": "Block",
            "categorySlug": "block"
          },
          "agent": "Architect",
          "layer": "block",
          "agents": [
            "Architect"
          ],
          "matchId": "019dd95a-10d4-718b-9f62-260148871344",
          "evidence": "Five numbered pillars positioned as collectively exhaustive view of resilience",
          "pageRefs": null,
          "priority": "Core",
          "whenToUse": null,
          "confidence": 78,
          "extraction": {
            "at": "2026-04-29 13:07:31.797377+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-10d4-718b-9f62-2c018e2ad1e5",
          "evidence": "Header 'APPLYING FRAMEWORK TO STAY AHEAD OF THE CURVE' states the so-what",
          "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 13:07:31.797377+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": "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": "0f6ef0e1-c289-4de9-bf2b-461a322448f4",
          "evidence": "To deliver ongoing resilience to current and future operations, organizations must adopt a systematic approach that enables the right dialogue and decision making by both management and the board.",
          "pageRefs": null,
          "priority": "Core",
          "whenToUse": null,
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 21:03:36.391026+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": "Gestalt Principles",
            "slug": "gestalt-principles",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-b266-7631-9b7e-44d83bd5d4f3",
            "version": 1,
            "bodyDocId": null,
            "description": "Proximity, Similarity, Enclosure, Continuity, Closure, Connection - how humans perceive visual groups",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Designer",
          "layer": "slide",
          "agents": [
            "Designer",
            "Architect"
          ],
          "matchId": "019dd95a-10d4-718b-9f62-3ac8138b0280",
          "evidence": "Closure/continuity in circular ring binds the 5 pillars as one system",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 65,
          "extraction": {
            "at": "2026-04-29 13:07:31.797377+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 4,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "Picture Superiority Effect",
            "slug": "picture-superiority-effect",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-c201-7014-bb58-3e85e3e11dfd",
            "version": 1,
            "bodyDocId": null,
            "description": "Pictures remembered 6x better than words - prioritize visuals over text",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Designer",
          "layer": "slide",
          "agents": [
            "Designer"
          ],
          "matchId": "019dd95a-10d4-718b-9f62-322a4d3b16e3",
          "evidence": "Circular 5-segment diagram visualizes the framework",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 82,
          "extraction": {
            "at": "2026-04-29 13:07:31.797377+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 4,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "SCQA Framework",
            "slug": "scqa-framework",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-7bcb-763f-bdf6-1dfedf3bd36c",
            "version": 1,
            "bodyDocId": "019df22a-a0b0-719e-937e-2ac31e53d32c",
            "description": "Situation, Complication, Question, Answer - structured problem framing",
            "familyLabel": null,
            "categoryName": "Block",
            "categorySlug": "block"
          },
          "agent": "Architect",
          "layer": "slide",
          "agents": [
            "Architect"
          ],
          "matchId": "9d1222fc-e2a8-4599-a1d4-8c7e1d315654",
          "evidence": "To deliver ongoing resilience to current and future operations, organizations must adopt a systematic approach...",
          "pageRefs": null,
          "priority": "Core",
          "whenToUse": null,
          "confidence": 0.6,
          "extraction": {
            "at": "2026-07-16 21:03:36.42873+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": "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-10d4-718b-9f62-3668b45e240c",
          "evidence": "Numbered ring + bold pillar labels orbit the central message",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 70,
          "extraction": {
            "at": "2026-04-29 13:07:31.797377+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 4,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "frameworks": [
        {
          "matchId": "019dd95a-1ca5-70bb-bba1-aa4f79c8a663",
          "evidence": "Caption 'Figure 2. A framework for business resilience' with 5 numbered circular segments",
          "framework": null,
          "confidence": 90,
          "extraction": {
            "at": "2026-04-29 13:07:34.826634+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 4,
          "frameworkName": "ADL 5-Pillar Business Resilience Framework"
        },
        {
          "matchId": "15605b04-97ab-450d-bd3d-1c0afd485306",
          "evidence": "The slide presents a 5-step iterative process for business resilience.",
          "framework": null,
          "confidence": 0.7,
          "extraction": {
            "at": "2026-05-02 19:46:32.982+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 4,
          "frameworkName": "Maturity Model"
        }
      ],
      "arcBeats": [
        {
          "to": 4,
          "arc": {
            "name": "The Consultant's Gambit",
            "slug": "consultants-gambit",
            "status": "active",
            "bestFor": "Business cases, project proposals, strategic recommendations",
            "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps",
            "description": null,
            "familyLabel": null
          },
          "from": 4,
          "name": "Solution & Approach",
          "beatId": "019dd95a-0682-776c-8e37-df751c5389f6",
          "matchId": "019dd95a-0542-7728-a78f-b6fc943d9548",
          "beatType": {
            "name": "Solution & Approach",
            "slug": "consultants-gambit-solution-approach",
            "status": "active",
            "canonId": "019dd9b8-071c-7161-9184-580fdac7a4f9",
            "version": 1,
            "description": null
          },
          "evidence": "p.4 reveals 5-pillar resilience framework figure",
          "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
        }
      ],
      "loops": [
        {
          "to": 4,
          "from": 2,
          "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-07fe-70ce-8d40-0f75ee028745",
          "evidence": "Problem stated p.2, S&P 500 data shown p.3, framework as resolution p.4.",
          "position": 1,
          "objective": "Frame the resilience problem and reveal the 5-pillar framework as the insight",
          "confidence": 78,
          "extraction": {
            "at": "2026-04-29 13:07:29.547081+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          }
        }
      ],
      "locked": true
    },
    {
      "page": 5,
      "type": "setup",
      "title": "The slide uses a visual metaphor of a path to represent 'staying ahead of the curve'.",
      "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": 19,
        "componentCount": 5,
        "textChars": 92,
        "nDataPoints": 0,
        "notes": "The slide uses a visual metaphor of a path to represent 'staying ahead of the curve'.",
        "elementsJson": [
          "infographic"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:46:31.662+00",
          "seconds": 2.103,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-3b498dd88e34/5",
        "deck": "/decks/019dd923-5ca1-7489-b634-3b498dd88e34",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-3b498dd88e34#slide-5",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-3b498dd88e34.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.9,
            "w": 0.9,
            "x": 0.05,
            "y": 0.05
          },
          "kind": "image",
          "text": "3D render of a winding path with spheres",
          "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 19:46:31.662+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "c6a6fe3c-e5dc-4154-a9ac-4b1ca2f614c4",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.1,
            "x": 0.09,
            "y": 0.01
          },
          "kind": "title",
          "text": "VIEWPOINT",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:31.662+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "22c272b4-38fe-4631-bcd5-1578fa1eaf72",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.15,
            "x": 0.82,
            "y": 0.01
          },
          "kind": "title",
          "text": "ARTHUR D. LITTLE",
          "attrs": null,
          "canon": {
            "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 19:46:31.662+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "293a0d85-be21-4569-8e39-e8edc64c6df4",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.01,
            "w": 0.2,
            "x": 0.09,
            "y": 0.97
          },
          "kind": "title",
          "text": "STAYING AHEAD OF THE CURVE",
          "attrs": null,
          "canon": {
            "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 19:46:31.662+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "3b31e7d2-ec0a-49f4-a36e-6104937c8947",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.01,
            "w": 0.02,
            "x": 0.96,
            "y": 0.97
          },
          "kind": "title",
          "text": "5",
          "attrs": null,
          "canon": {
            "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 19:46:31.662+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "c15e71b8-ff28-45ce-b275-e657e695a2d0",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [],
      "loops": [],
      "locked": true
    },
    {
      "page": 6,
      "type": "analysis",
      "title": "The slide features a 'Technology Trend Radar' framework, which is a common visualization for trend maturity.",
      "function": "illustrate_case",
      "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": "illustrate_case",
        "functionCanon": {
          "name": "Illustrate case",
          "slug": "illustrate_case",
          "status": "active",
          "canonId": "019de52d-13b4-772c-bb73-1873612a7463",
          "version": 1,
          "description": null
        },
        "density": "balanced",
        "densityScore": 49,
        "componentCount": 6,
        "textChars": 632,
        "nDataPoints": 0,
        "notes": "The slide features a 'Technology Trend Radar' framework, which is a common visualization for trend maturity.",
        "elementsJson": [
          "paragraph",
          "callout_box",
          "numbered_list",
          "radar_chart"
        ],
        "confidence": 0.95,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:46:35.212+00",
          "seconds": 5.582,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-3b498dd88e34/6",
        "deck": "/decks/019dd923-5ca1-7489-b634-3b498dd88e34",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-3b498dd88e34#slide-6",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-3b498dd88e34.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.5,
            "w": 0.35,
            "x": 0.6,
            "y": 0.1
          },
          "kind": "callout",
          "text": "Case study: BMW Group's Technology Trend Radar. BMW Group provides a good example of a trend-scouting activity in the automotive industry...",
          "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 19:46:35.212+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "527ec354-25f1-4672-a91e-ee5b2971ff08",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "callout",
          "text": "Adopting trend scouting through a trends radar brings senior management together and reinforces a common understanding — and provides a platform for informed discussion.",
          "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 12:42:51+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-a676-734b-b519-87385fffbe83",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.35,
            "w": 0.85,
            "x": 0.07,
            "y": 0.6
          },
          "kind": "chart",
          "text": "Figure 3. Example trends radar",
          "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": "Radar chart",
              "slug": "radar",
              "status": "active",
              "canonId": "019de52d-00f5-74e6-82d0-74c065f6f4a9",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "radar",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:35.212+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "9dfdb076-da7d-4355-a064-71cf999805d6",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.3,
            "w": 0.35,
            "x": 0.2,
            "y": 0.15
          },
          "kind": "paragraph",
          "text": "Organizations should strive to better understand the link between strategy, financial success, and business and technology trends. Adopting trend scouting through a trends radar brings senior management together...",
          "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 19:46:35.212+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "6dc75052-5653-4ebb-b3c4-874985dbe492",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.1,
            "x": 0.07,
            "y": 0.92
          },
          "kind": "source-note",
          "text": "Source: Arthur D. Little",
          "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 19:46:35.212+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "0c0a02e7-4cd7-48a8-a512-ad9bc04cdc38",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.3,
            "x": 0.2,
            "y": 0.1
          },
          "kind": "title",
          "text": "2. Business & technology trends: Scouting & deciphering",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:35.212+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "a2885eeb-0854-476c-98df-6ad5cd6886c8",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "The Rule of Three",
            "slug": "the-rule-of-three",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-8962-75cf-b4f8-9394501a6f33",
            "version": 1,
            "bodyDocId": null,
            "description": "Ideas presented in threes are more memorable and satisfying",
            "familyLabel": null,
            "categoryName": "Block",
            "categorySlug": "block"
          },
          "agent": "Storyteller",
          "layer": "block",
          "agents": [
            "Storyteller"
          ],
          "matchId": "019dd95a-10d4-718b-9f62-4e75e94ecdf3",
          "evidence": "Three markers Watch/Prepare/Act structure the case study",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 75,
          "extraction": {
            "at": "2026-04-29 13:07:31.797377+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 6,
          "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-10d4-718b-9f62-48c63cc24731",
          "evidence": "Section title 'Business & technology trends: Scouting & deciphering' states pillar action",
          "pageRefs": null,
          "priority": "Core",
          "whenToUse": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
          "confidence": 75,
          "extraction": {
            "at": "2026-04-29 13:07:31.797377+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 6,
          "whyItWorks": "Solves two failure modes at once. (1) The buried claim: action titles place the conclusion on the page before any analysis is read, so a busy reader doesn't reverse-engineer it from the chart. (2) The spineless deck: because each title is a claim, slides have to ladder up to the governing thought; logical gaps become visible as topic-shaped titles in a sequence that no longer reads as a story.",
          "antipattern": "Topic labels disguised as titles — Volume by quarter, Key findings, Pricing strategy, Margins have been impacted. No verb, or a passive verb with no agent, or a fact (Revenue grew 12%) without the so-what. Also: titles that overreach the chart's evidence, multi-claim X-grew-but-Y-fell welded titles, and mechanical repetition of the same X-drove-Y template across the deck.",
          "cardinality": null,
          "narrativePurpose": "Forces the deck to carry its argument in the title bar so a senior reader can extract the recommendation without opening a single slide; converts a binder of topics into a navigable pyramid where every slide is a node defending the apex."
        },
        {
          "tool": {
            "name": "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-10d4-718b-9f62-416fba9a8148",
          "evidence": "Named markers Watch / Prepare / Act with specific descriptions",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 78,
          "extraction": {
            "at": "2026-04-29 13:07:31.797377+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 6,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "Credibility Transfer",
            "slug": "credibility-transfer",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-bd34-759a-8e3b-2f14b571a2a1",
            "version": 1,
            "bodyDocId": null,
            "description": "Borrowing authority from trusted sources or vivid details",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Storyteller",
          "layer": "slide",
          "agents": [
            "Storyteller"
          ],
          "matchId": "019dd95a-10d4-718b-9f62-3f20a5ed6614",
          "evidence": "BMW automotive prestige borrowed to validate ADL's pillar",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 80,
          "extraction": {
            "at": "2026-04-29 13:07:31.797377+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 6,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "Deploy / Reshape / Invent (BCG)",
            "slug": "bcg-deploy-reshape-invent",
            "status": "active",
            "bestFor": null,
            "canonId": "019de52d-2044-72cc-b402-2511b4663d84",
            "version": 1,
            "bodyDocId": null,
            "description": null,
            "familyLabel": null,
            "categoryName": null,
            "categorySlug": null
          },
          "agent": null,
          "layer": "slide",
          "agents": null,
          "matchId": "1031d489-6867-4d30-a32b-29b37853c5ed",
          "evidence": "Adopting trend scouting through a trends radar brings senior management together and reinforces a common understanding",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.5,
          "extraction": {
            "at": "2026-07-16 21:03:36.530943+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 6,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "Picture Superiority Effect",
            "slug": "picture-superiority-effect",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-c201-7014-bb58-3e85e3e11dfd",
            "version": 1,
            "bodyDocId": null,
            "description": "Pictures remembered 6x better than words - prioritize visuals over text",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Designer",
          "layer": "slide",
          "agents": [
            "Designer"
          ],
          "matchId": "019dd95a-10d4-718b-9f62-472a5f7da4c3",
          "evidence": "Half-disc trends radar with 20-year horizons makes idea concrete",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 78,
          "extraction": {
            "at": "2026-04-29 13:07:31.797377+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 6,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "frameworks": [
        {
          "matchId": "019dd95a-1ca5-70bb-bba1-ad95fa469dee",
          "evidence": "Labelled 'Figure 3. Example trends radar' with horizon rings and category sectors",
          "framework": null,
          "confidence": 88,
          "extraction": {
            "at": "2026-04-29 13:07:34.826634+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 6,
          "frameworkName": "Technology Trend Radar"
        },
        {
          "matchId": "5076d57e-3717-4a42-ace4-633381531c78",
          "evidence": "Visualized as a semi-circular radar chart with concentric rings representing time horizons (Today, 10 years, 20 years).",
          "framework": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-05-02 19:46:35.212+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 6,
          "frameworkName": "Technology Trend Radar"
        }
      ],
      "arcBeats": [
        {
          "to": 8,
          "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": 6,
          "name": "Evidence & Proof",
          "beatId": "019dd95a-0682-776c-8e37-e1e1d1614c99",
          "matchId": "019dd95a-0542-7728-a78f-b6fc943d9548",
          "beatType": {
            "name": "Evidence & Proof",
            "slug": "consultants-gambit-evidence-proof",
            "status": "active",
            "canonId": "019dd9b8-07b1-7688-8e1e-7637fec3802a",
            "version": 1,
            "description": null
          },
          "evidence": "BMW radar, chemicals scenario, capability roadmap cases",
          "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
        }
      ],
      "loops": [
        {
          "to": 8,
          "from": 6,
          "loop": {
            "name": "09_precedent",
            "slug": "09-precedent",
            "status": "active",
            "bestFor": "Risk mitigation, strategy validation, building confidence in new approaches",
            "canonId": "019dd956-695f-7615-8f82-39d919918314",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Precedent Case -> What Happened -> The Parallel -> Applied Learning",
            "description": "Use historical or external examples to validate your approach",
            "familyLabel": null
          },
          "matchId": "019dd95a-07fe-70ce-8d40-13b7f4638b28",
          "evidence": "BMW Trend Radar case (p.6), chemicals company scenario planning (p.7), capability roadmap practices (p.8).",
          "position": 2,
          "objective": "Validate framework pillars through real-company precedents",
          "confidence": 80,
          "extraction": {
            "at": "2026-04-29 13:07:29.547081+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          }
        }
      ],
      "locked": true
    },
    {
      "page": 7,
      "type": "evidence",
      "title": "The slide is a page from a report or whitepaper, not a typical presentation slide.",
      "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": 52,
        "componentCount": 5,
        "textChars": 1434,
        "nDataPoints": 0,
        "notes": "The slide is a page from a report or whitepaper, not a typical presentation slide.",
        "elementsJson": [
          "paragraph",
          "callout_box"
        ],
        "confidence": 0.9,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:46:33.32+00",
          "seconds": 3.334,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-3b498dd88e34/7",
        "deck": "/decks/019dd923-5ca1-7489-b634-3b498dd88e34",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-3b498dd88e34#slide-7",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-3b498dd88e34.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.45,
            "w": 0.6,
            "x": 0.201,
            "y": 0.415
          },
          "kind": "callout",
          "text": "Case study: Scenario planning at a large chemicals company",
          "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 19:46:33.32+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "cdaa877c-a103-4dfc-b308-fea27a0791a1",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "callout",
          "text": "In a world of multiple what-ifs, scenario planning should be a core foundational element of the ambidextrous organization in order to deliver corporate agility and sustained performance.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-24 12:42:51+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-a676-734b-b519-5dd716c86651",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.25,
            "w": 0.28,
            "x": 0.52,
            "y": 0.1
          },
          "kind": "paragraph",
          "text": "In a world of multiple what-ifs, scenario planning should be a core foundational element of the ambidextrous organization in order to deliver corporate agility and sustained performance. Such planning delivers resilience by highlighting uncertainties that are not only important but also require urgent attention. All too often, companies overestimate “time to impact” of longer-term developments (e.g., regulatory pressure or shifts in customer preferences) and underestimate the time needed to adapt effectively.",
          "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 19:46:33.32+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "24959047-7e58-4d95-b5b7-8cff3a4e3dcf",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.25,
            "w": 0.28,
            "x": 0.201,
            "y": 0.125
          },
          "kind": "paragraph",
          "text": "Turning trends into effective actions is difficult in an ever-changing and complex world. For many decades, scenario-based thinking and planning have been effective tools in capital-intensive industries such as oil and gas to try to predict the future (see sidebar “Case study: Scenario planning at a large chemicals company”). However, traditional scenario planning only goes so far, meaning these techniques require updates to meet modern requirements and to be extended to other sectors. Sustainability-related scenario planning, empowered by modern advanced analytics, will soon become best practice to manage companies for future resilience.",
          "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 19:46:33.32+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "b5318e44-8c4c-492d-a7d1-9a62050a46e2",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.25,
            "x": 0.201,
            "y": 0.1
          },
          "kind": "title",
          "text": "3. Effective scenario planning",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:33.32+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "7b84aa07-5929-48b9-9461-e746da6fbca2",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "Chunking",
            "slug": "chunking",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-abab-72ce-b64c-2924cc83cf39",
            "version": 1,
            "bodyDocId": null,
            "description": "Information grouped into chunks is remembered better - structure content in digestible units",
            "familyLabel": null,
            "categoryName": "Loop",
            "categorySlug": "loop"
          },
          "agent": "Architect",
          "layer": "loop",
          "agents": [
            "Architect"
          ],
          "matchId": "019dd95a-10d4-718b-9f62-5980e649ee8f",
          "evidence": "Three numbered scenarios as discrete chunks in the case study sidebar",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 78,
          "extraction": {
            "at": "2026-04-29 13:07:31.797377+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 7,
          "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-10d4-718b-9f62-54da1068e74f",
          "evidence": "Title 'Effective scenario planning' + callout 'core foundational element'",
          "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 13:07:31.797377+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 7,
          "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-10d4-718b-9f62-508d7ddd03a4",
          "evidence": "Specific chemicals-company numbers: '100 sustainability factors', dates 2035 and 2050",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 82,
          "extraction": {
            "at": "2026-04-29 13:07:31.797377+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 7,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "Credibility Transfer",
            "slug": "credibility-transfer",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-bd34-759a-8e3b-2f14b571a2a1",
            "version": 1,
            "bodyDocId": null,
            "description": "Borrowing authority from trusted sources or vivid details",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Storyteller",
          "layer": "slide",
          "agents": [
            "Storyteller"
          ],
          "matchId": "019dd95a-10d4-718b-9f62-5f96c9b93886",
          "evidence": "Anonymous large chemicals company case lends real-world weight",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 65,
          "extraction": {
            "at": "2026-04-29 13:07:31.797377+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 7,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "Scenario planning",
            "slug": "scenario-planning",
            "status": "active",
            "bestFor": "Time horizon ≥12 months · ≥2 high-impact uncertainties that cannot be expressed as probability distributions · top two uncertainties roughly independent · team commits to revisit every 12–18 months. For shorter horizons use sensitivity analysis; for quantifiable risk use Monte Carlo; for one-dominant-uncertainty use cascade scenarios.",
            "canonId": "019de52d-1eb5-7639-abaa-44d7f65af562",
            "version": 1,
            "bodyDocId": "1b2fdf8f-9345-4d78-9875-7184e3da22ec",
            "description": "A structured way to think about the future when prediction is impossible. Build three to four distinct, internally-coherent stories of how the world could unfold, and stress-test strategy against each. The output is a set of named worlds the team can argue with — not a probability distribution.",
            "familyLabel": null,
            "categoryName": null,
            "categorySlug": null
          },
          "agent": null,
          "layer": "slide",
          "agents": null,
          "matchId": "19027fca-9431-4462-a95c-173a8378675d",
          "evidence": "In a world of multiple what-ifs, scenario planning should be a core foundational element of the ambidextrous organization",
          "pageRefs": null,
          "priority": null,
          "whenToUse": "Time horizon ≥12 months · ≥2 high-impact uncertainties that cannot be expressed as probability distributions · top two uncertainties roughly independent · team commits to revisit every 12–18 months. For shorter horizons use sensitivity analysis; for quantifiable risk use Monte Carlo; for one-dominant-uncertainty use cascade scenarios.",
          "confidence": 0.8,
          "extraction": {
            "at": "2026-07-16 21:03:36.598833+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 7,
          "whyItWorks": "Solves the two failure modes of forecasting at once: being precisely wrong (point estimates anyone can falsify) and uselessly hedged (ranges so wide they cannot guide action). Scenarios commit to a small set of plausible worlds and crystallise strategy into no-regret moves, sequenced bets, and lose-everywhere moves to drop. Names + early signals + wind-vane triggers turn the exercise into a usable contingency plan.",
          "antipattern": "Best/base/worst case (three points on one axis, not four scenarios) · probability-weighted average of scenarios (collapses to expected value) · Goldilocks-spaced scenarios that rank good-to-bad · scenarios named \"Scenario A/B/C\" instead of world-shape names · 50-row Excel labelled as a scenario (model, not story) · scenarios without measurable early signals.",
          "cardinality": null,
          "narrativePurpose": "Force narrative discipline on multi-year decisions where single-point forecasts fail. Translate structural uncertainty into a small set of decision frames the boardroom can act on by name."
        }
      ],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 8,
          "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": 6,
          "name": "Evidence & Proof",
          "beatId": "019dd95a-0682-776c-8e37-e1e1d1614c99",
          "matchId": "019dd95a-0542-7728-a78f-b6fc943d9548",
          "beatType": {
            "name": "Evidence & Proof",
            "slug": "consultants-gambit-evidence-proof",
            "status": "active",
            "canonId": "019dd9b8-07b1-7688-8e1e-7637fec3802a",
            "version": 1,
            "description": null
          },
          "evidence": "BMW radar, chemicals scenario, capability roadmap cases",
          "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
        }
      ],
      "loops": [
        {
          "to": 8,
          "from": 6,
          "loop": {
            "name": "09_precedent",
            "slug": "09-precedent",
            "status": "active",
            "bestFor": "Risk mitigation, strategy validation, building confidence in new approaches",
            "canonId": "019dd956-695f-7615-8f82-39d919918314",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Precedent Case -> What Happened -> The Parallel -> Applied Learning",
            "description": "Use historical or external examples to validate your approach",
            "familyLabel": null
          },
          "matchId": "019dd95a-07fe-70ce-8d40-13b7f4638b28",
          "evidence": "BMW Trend Radar case (p.6), chemicals company scenario planning (p.7), capability roadmap practices (p.8).",
          "position": 2,
          "objective": "Validate framework pillars through real-company precedents",
          "confidence": 80,
          "extraction": {
            "at": "2026-04-29 13:07:29.547081+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          }
        }
      ],
      "locked": true
    },
    {
      "page": 8,
      "type": "setup",
      "title": "Part of an Arthur D. Little viewpoint document.",
      "function": "summarize",
      "rawType": "key_messages",
      "block": null,
      "metadata": {
        "slideType": "key_messages",
        "slideTypeCanon": {
          "name": "Key messages",
          "slug": "key_messages",
          "status": "active",
          "canonId": "019de52d-0712-703f-89f5-bda6688faf3f",
          "version": 1,
          "description": null
        },
        "function": "summarize",
        "functionCanon": {
          "name": "Summarize",
          "slug": "summarize",
          "status": "active",
          "canonId": "019de52d-1541-704f-b86f-bf7b75056373",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 68,
        "componentCount": 7,
        "textChars": 1337,
        "nDataPoints": 0,
        "notes": "Part of an Arthur D. Little viewpoint document.",
        "elementsJson": [
          "headline_text",
          "paragraph",
          "quote_block"
        ],
        "confidence": 0.9,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:46:33.453+00",
          "seconds": 3.442,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-3b498dd88e34/8",
        "deck": "/decks/019dd923-5ca1-7489-b634-3b498dd88e34",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-3b498dd88e34#slide-8",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-3b498dd88e34.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "A risk that may be 10 years away requires urgent attention and investment today.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-24 12:42:51+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-a676-734b-b519-02977e60e565",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.2,
            "w": 0.7,
            "x": 0.2,
            "y": 0.68
          },
          "kind": "list",
          "text": "4. Continuous development: Capability & technology roadmaps. Guided by vision and strategy (top-down). Driven by products/services roadmap (bottom-up).",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:33.453+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "1ece7d87-1b11-43c8-9053-05a02cea5a61",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.5,
            "w": 0.3,
            "x": 0.58,
            "y": 0.39
          },
          "kind": "list",
          "text": "5. Informed decisions on M&A, innovation & new offerings. Upon outlining strategic bets in the capability and technology roadmap, executives need to make decisions regarding whether to develop the required capabilities in-house or to build them via M&A or alliances.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:33.453+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "dedbf2eb-0402-48c8-a356-3691f65ac2a8",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.3,
            "w": 0.3,
            "x": 0.2,
            "y": 0.22
          },
          "kind": "paragraph",
          "text": "Nowhere is this more relevant than in sustainability risk. Organizations need to meet new customer demands and adhere to tighter regulations. When a large share of a company's business portfolio is exposed to sustainability-related risks...",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:33.453+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "e1cb97c2-092b-428f-98b1-3c00ceb3c7a1",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.3,
            "x": 0.2,
            "y": 0.52
          },
          "kind": "quote",
          "text": "A registrant also would be required to describe any analytical tools, such as scenario analysis, that the registrant uses to assess the impact of climate-related risks on its business...",
          "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": "Pull quote",
              "slug": "pull-quote",
              "status": "active",
              "canonId": "019de52c-fbf9-76fe-97e1-a0b7540445c9",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "pull-quote",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:33.453+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "a8d929df-33f1-4844-853e-a16371d7707b",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "quote",
          "text": "A registrant also would be required to describe any analytical tools, such as scenario analysis, that the registrant uses to assess the impact of climate-related risks on its business and consolidated financial statements, or to support the resilience of its strategy and business model in light of foreseeable climate-related risks.",
          "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 12:42:51+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-a676-734b-b519-0443c0cac613",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.1,
            "w": 0.35,
            "x": 0.23,
            "y": 0.1
          },
          "kind": "title",
          "text": "Organizations need to meet new customer demands and adhere to tighter regulations",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:33.453+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "eb2885d3-adc5-496e-8637-7767ab15bba6",
          "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-10d4-718b-9f62-615bfd706eec",
          "evidence": "Banner 'ORGANIZATIONS NEED TO MEET NEW CUSTOMER DEMANDS AND ADHERE TO TIGHTER REGULATIONS' states so-what",
          "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 13:07:31.797377+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 8,
          "whyItWorks": "Solves two failure modes at once. (1) The buried claim: action titles place the conclusion on the page before any analysis is read, so a busy reader doesn't reverse-engineer it from the chart. (2) The spineless deck: because each title is a claim, slides have to ladder up to the governing thought; logical gaps become visible as topic-shaped titles in a sequence that no longer reads as a story.",
          "antipattern": "Topic labels disguised as titles — Volume by quarter, Key findings, Pricing strategy, Margins have been impacted. No verb, or a passive verb with no agent, or a fact (Revenue grew 12%) without the so-what. Also: titles that overreach the chart's evidence, multi-claim X-grew-but-Y-fell welded titles, and mechanical repetition of the same X-drove-Y template across the deck.",
          "cardinality": null,
          "narrativePurpose": "Forces the deck to carry its argument in the title bar so a senior reader can extract the recommendation without opening a single slide; converts a binder of topics into a navigable pyramid where every slide is a node defending the apex."
        },
        {
          "tool": {
            "name": "Authority Bias",
            "slug": "authority-bias",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-c38d-70b9-a284-b2b479763356",
            "version": 1,
            "bodyDocId": null,
            "description": "Expert opinions are weighted more heavily - cite credible sources",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Storyteller",
          "layer": "slide",
          "agents": [
            "Architect",
            "Storyteller"
          ],
          "matchId": "019dd95a-10d4-718b-9f62-6584aec33250",
          "evidence": "Quoted SEC proposed ruling on climate-related risk disclosure",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 80,
          "extraction": {
            "at": "2026-04-29 13:07:31.797377+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 8,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "Concrete Language",
            "slug": "concrete-language",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-bcd4-7398-9723-6aa72346170b",
            "version": 1,
            "bodyDocId": null,
            "description": "Using specific sensory details instead of abstract terms",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Storyteller",
          "layer": "slide",
          "agents": [
            "Storyteller"
          ],
          "matchId": "019dd95a-10d4-718b-9f62-6b8bffd7f704",
          "evidence": "Specific references: SEC ruling, top-down/bottom-up roadmap, M&A vs alliances",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 75,
          "extraction": {
            "at": "2026-04-29 13:07:31.797377+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 8,
          "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": "be73dee8-d1ba-4423-a35c-8e3ccc8c0a1d",
          "evidence": "Organizations need to meet new customer demands and adhere to tighter regulations",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.6,
          "extraction": {
            "at": "2026-07-16 21:03:36.664697+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 8,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 8,
          "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": 6,
          "name": "Evidence & Proof",
          "beatId": "019dd95a-0682-776c-8e37-e1e1d1614c99",
          "matchId": "019dd95a-0542-7728-a78f-b6fc943d9548",
          "beatType": {
            "name": "Evidence & Proof",
            "slug": "consultants-gambit-evidence-proof",
            "status": "active",
            "canonId": "019dd9b8-07b1-7688-8e1e-7637fec3802a",
            "version": 1,
            "description": null
          },
          "evidence": "BMW radar, chemicals scenario, capability roadmap cases",
          "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
        }
      ],
      "loops": [
        {
          "to": 8,
          "from": 6,
          "loop": {
            "name": "09_precedent",
            "slug": "09-precedent",
            "status": "active",
            "bestFor": "Risk mitigation, strategy validation, building confidence in new approaches",
            "canonId": "019dd956-695f-7615-8f82-39d919918314",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Precedent Case -> What Happened -> The Parallel -> Applied Learning",
            "description": "Use historical or external examples to validate your approach",
            "familyLabel": null
          },
          "matchId": "019dd95a-07fe-70ce-8d40-13b7f4638b28",
          "evidence": "BMW Trend Radar case (p.6), chemicals company scenario planning (p.7), capability roadmap practices (p.8).",
          "position": 2,
          "objective": "Validate framework pillars through real-company precedents",
          "confidence": 80,
          "extraction": {
            "at": "2026-04-29 13:07:29.547081+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          }
        }
      ],
      "locked": true
    },
    {
      "page": 9,
      "type": "setup",
      "title": "The slide contains branding elements 'VIEWPOINT' and 'ARTHUR D. LITTLE' and a footer 'STAYING AHEAD OF THE CURVE'.",
      "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": 12,
        "componentCount": 4,
        "textChars": 73,
        "nDataPoints": 0,
        "notes": "The slide contains branding elements 'VIEWPOINT' and 'ARTHUR D. LITTLE' and a footer 'STAYING AHEAD OF THE CURVE'.",
        "elementsJson": [
          "other"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:46:32.614+00",
          "seconds": 2.496,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-3b498dd88e34/9",
        "deck": "/decks/019dd923-5ca1-7489-b634-3b498dd88e34",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-3b498dd88e34#slide-9",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-3b498dd88e34.json"
      },
      "components": [
        {
          "bbox": {
            "h": 1,
            "w": 1,
            "x": 0,
            "y": 0
          },
          "kind": "image",
          "text": "Pattern of blue arrows",
          "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 19:46:32.614+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "c77d0996-93ad-410b-ac17-afc440bc1164",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.01,
            "w": 0.2,
            "x": 0.08,
            "y": 0.97
          },
          "kind": "paragraph",
          "text": "STAYING AHEAD OF THE CURVE",
          "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 19:46:32.614+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "a7e78fb5-e44f-4e1e-9836-affd3b03e1ba",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.1,
            "x": 0.08,
            "y": 0.02
          },
          "kind": "title",
          "text": "VIEWPOINT",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:32.614+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "07a6a454-5c30-4b71-8884-4dc7408c77e6",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.15,
            "x": 0.82,
            "y": 0.02
          },
          "kind": "title",
          "text": "ARTHUR D. LITTLE",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:32.614+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "5823a48f-71b6-434d-a699-cf66a88ce2c5",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [],
      "loops": [],
      "locked": true
    },
    {
      "page": 10,
      "type": "setup",
      "function": "state_next_steps",
      "rawType": "next_steps",
      "block": null,
      "metadata": {
        "slideType": "next_steps",
        "slideTypeCanon": {
          "name": "Next steps",
          "slug": "next_steps",
          "status": "active",
          "canonId": "019de52d-0c5e-717b-b460-a68269e6078e",
          "version": 1,
          "description": null
        },
        "function": "state_next_steps",
        "functionCanon": {
          "name": "State next steps",
          "slug": "state_next_steps",
          "status": "active",
          "canonId": "019de52d-14ca-70ac-b534-971f458cdf29",
          "version": 1,
          "description": null
        },
        "density": "balanced",
        "densityScore": 43,
        "componentCount": 4,
        "textChars": 1063,
        "nDataPoints": 0,
        "notes": null,
        "elementsJson": [
          "headline_text",
          "numbered_list",
          "paragraph",
          "callout_box"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:46:32.626+00",
          "seconds": 2.305,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-3b498dd88e34/10",
        "deck": "/decks/019dd923-5ca1-7489-b634-3b498dd88e34",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-3b498dd88e34#slide-10",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-3b498dd88e34.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.08,
            "w": 0.5,
            "x": 0.2,
            "y": 0.31
          },
          "kind": "callout",
          "text": "THIS EXERCISE WILL DELIVER VITAL INTELLIGENCE TO HELP CEOs STAY AHEAD OF THE CURVE",
          "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 19:46:32.626+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "08864e28-47f1-41c2-ba65-81587a9cdb0f",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.3,
            "w": 0.6,
            "x": 0.2,
            "y": 0.6
          },
          "kind": "list",
          "text": "1. Define a clear and differentiating purpose for increased strategy robustness.\n2. Ensure continuous cadence for performing trend analysis (e.g., set up structures for relating key trends to business strategy).\n3. Apply scenario planning to select the most viable path forward.\n4. Establish methods for translating strategically significant trends into capabilities, incorporated in the internal capability and technology roadmap.\n5. Ensure a robust and sustainable financing process that guides and supports decisions on whether to acquire or build the capability in-house or through external alliance(s).",
          "attrs": null,
          "canon": {
            "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 19:46:32.626+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "a493ad6b-3a55-4319-9a3c-a01b4b03adfb",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.6,
            "x": 0.2,
            "y": 0.45
          },
          "kind": "paragraph",
          "text": "Today's CEOs need to master both time and space to enable resilience and growth. Carried out well, this exercise will deliver vital intelligence to help CEOs stay ahead of the curve. The key component of ensuring and safeguarding business resilience is to systematically incorporate ways of working with the aforementioned five framework pillars to:",
          "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 19:46:32.626+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "5749d195-c73e-4276-8ce0-f19de5e8d63b",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.4,
            "x": 0.2,
            "y": 0.13
          },
          "kind": "title",
          "text": "WHERE DO WE GO FROM HERE?",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:32.626+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "4da2c0f4-d001-4a68-b35c-88c65aa60b19",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "Callback",
            "slug": "callback",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-a3a9-708f-b4a3-d3da2181c576",
            "version": 1,
            "bodyDocId": null,
            "description": "Referencing earlier content for payoff and cohesion",
            "familyLabel": null,
            "categoryName": "Loop",
            "categorySlug": "loop"
          },
          "agent": "Storyteller",
          "layer": "loop",
          "agents": [
            "Storyteller"
          ],
          "matchId": "019dd95a-10d4-718b-9f62-782d6fb118c9",
          "evidence": "Five steps mirror the five pillars introduced on p.4",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 75,
          "extraction": {
            "at": "2026-04-29 13:07:31.797377+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 10,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "Chunking",
            "slug": "chunking",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-abab-72ce-b64c-2924cc83cf39",
            "version": 1,
            "bodyDocId": null,
            "description": "Information grouped into chunks is remembered better - structure content in digestible units",
            "familyLabel": null,
            "categoryName": "Loop",
            "categorySlug": "loop"
          },
          "agent": "Architect",
          "layer": "loop",
          "agents": [
            "Architect"
          ],
          "matchId": "019dd95a-10d4-718b-9f62-74bd01f34d6a",
          "evidence": "5 numbered, parallel-structured action items",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 80,
          "extraction": {
            "at": "2026-04-29 13:07:31.797377+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-10d4-718b-9f62-6ca996121d6f",
          "evidence": "Callout 'THIS EXERCISE WILL DELIVER VITAL INTELLIGENCE TO HELP CEOs STAY AHEAD OF THE CURVE'",
          "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 13:07:31.797377+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": "Closing Techniques",
            "slug": "closing-techniques",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-af13-774b-a4fd-7db0a3a88d51",
            "version": 1,
            "bodyDocId": null,
            "description": "Strong endings: Callback, challenge, vision, clear CTA, memorable line",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Storyteller",
          "layer": "slide",
          "agents": [
            "Storyteller"
          ],
          "matchId": "019dd95a-10d4-718b-9f62-7170fc664840",
          "evidence": "Conclusion + clear CTA list of 5 numbered next steps",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 82,
          "extraction": {
            "at": "2026-04-29 13:07:31.797377+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 10,
          "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-10d4-718b-9f62-7e63dcb8f98e",
          "evidence": "Functions as 'The Call' moment for the audience",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 60,
          "extraction": {
            "at": "2026-04-29 13:07:31.797377+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 10,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 10,
          "arc": {
            "name": "The Consultant's Gambit",
            "slug": "consultants-gambit",
            "status": "active",
            "bestFor": "Business cases, project proposals, strategic recommendations",
            "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps",
            "description": null,
            "familyLabel": null
          },
          "from": 10,
          "name": "Impact & Next Steps",
          "beatId": "019dd95a-0682-776c-8e37-e404db4da16b",
          "matchId": "019dd95a-0542-7728-a78f-b6fc943d9548",
          "beatType": {
            "name": "Impact & Next Steps",
            "slug": "consultants-gambit-impact-next-steps",
            "status": "active",
            "canonId": "019dd9b8-0849-7728-9ee9-fd1609c4c655",
            "version": 1,
            "description": null
          },
          "evidence": "'Where do we go from here?' lists 5 CEO actions",
          "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
        }
      ],
      "loops": [],
      "locked": true
    },
    {
      "page": 11,
      "type": "setup",
      "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": 5,
        "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 19:46:31.915+00",
          "seconds": 1.585,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-3b498dd88e34/11",
        "deck": "/decks/019dd923-5ca1-7489-b634-3b498dd88e34",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-3b498dd88e34#slide-11",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-3b498dd88e34.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.025,
            "w": 0.128,
            "x": 0.202,
            "y": 0.101
          },
          "kind": "title",
          "text": "NOTES",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:31.915+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "64ed2228-9c37-4df7-a37d-5be3380cf86a",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [],
      "loops": [],
      "locked": true
    },
    {
      "page": 12,
      "type": "appendix",
      "title": "Standard company boilerplate slide.",
      "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": "balanced",
        "densityScore": 46,
        "componentCount": 5,
        "textChars": 846,
        "nDataPoints": 0,
        "notes": "Standard company boilerplate slide.",
        "elementsJson": [
          "logo_grid",
          "paragraph"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:46:32.918+00",
          "seconds": 2.427,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-3b498dd88e34/12",
        "deck": "/decks/019dd923-5ca1-7489-b634-3b498dd88e34",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-3b498dd88e34#slide-12",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-3b498dd88e34.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.01,
            "w": 0.25,
            "x": 0.07,
            "y": 0.925
          },
          "kind": "disclaimer",
          "text": "Copyright © Arthur D. Little - 2023. All rights reserved.",
          "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 19:46:32.918+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "8ad56586-b53f-44b5-9492-e7d3e23c6422",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.035,
            "w": 0.372,
            "x": 0.314,
            "y": 0.437
          },
          "kind": "image",
          "text": "Arthur D. Little logo",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Logo",
              "slug": "logo",
              "status": "active",
              "canonId": "019de52c-fdaf-743d-94c4-d7c6a0e55302",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "logo",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:32.918+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "cbfb1210-2ac6-405a-8c6a-8341155f99a8",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.45,
            "x": 0.07,
            "y": 0.66
          },
          "kind": "paragraph",
          "text": "Arthur D. Little has been at the forefront of innovation since 1886. We are an acknowledged thought leader in linking strategy, innovation and transformation in technology-intensive and converging industries. We navigate our clients through changing business ecosystems to uncover new growth opportunities. We enable our clients to build innovation capabilities and transform their organizations.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:32.918+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "04ac378c-44a4-4cef-8b78-fb11ade800a5",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.45,
            "x": 0.07,
            "y": 0.8
          },
          "kind": "paragraph",
          "text": "Our consultants have strong practical industry experience combined with excellent knowledge of key trends and dynamics. ADL is present in the most important business centers around the world. We are proud to serve most of the Fortune 1000 companies, in addition to other leading firms and public sector organizations.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:46:32.918+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "0e797d1f-63f4-4d2d-91c7-378f048fa1e8",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.3,
            "x": 0.07,
            "y": 0.9
          },
          "kind": "paragraph",
          "text": "For further information, please visit www.adlittle.com.",
          "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 19:46:32.918+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "2824d766-097b-419c-853f-e0ecc6a09f80",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [],
      "loops": [],
      "locked": true
    }
  ],
  "arcBeats": [
    {
      "from": 2,
      "to": 2,
      "label": "Situation & Context",
      "description": "p.2 frames unpredictable world driven by macro trends"
    },
    {
      "from": 3,
      "to": 3,
      "label": "Problem & Complication",
      "description": "p.3 S&P 500 entrants/exits prove disruption"
    },
    {
      "from": 4,
      "to": 4,
      "label": "Solution & Approach",
      "description": "p.4 reveals 5-pillar resilience framework figure"
    },
    {
      "from": 6,
      "to": 8,
      "label": "Evidence & Proof",
      "description": "BMW radar, chemicals scenario, capability roadmap cases"
    },
    {
      "from": 10,
      "to": 10,
      "label": "Impact & Next Steps",
      "description": "'Where do we go from here?' lists 5 CEO actions"
    }
  ],
  "loops": [
    {
      "from": 2,
      "to": 4,
      "label": "Aha Moment",
      "description": "Frame the resilience problem and reveal the 5-pillar framework as the insight"
    },
    {
      "from": 6,
      "to": 8,
      "label": "Precedent",
      "description": "Validate framework pillars through real-company precedents"
    }
  ]
}