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          "bestFor": "Performance improvement, competitive analysis, target setting",
          "canonId": "019dd956-75a4-7522-8d1a-af94da4703e9",
          "version": 1,
          "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
          "structure": "Our Performance -> Industry Average -> Best-in-Class -> The Gap = The Opportunity",
          "description": "Compare performance against best-in-class to quantify the opportunity",
          "familyLabel": null,
          "categoryName": "Comparison",
          "categorySlug": "comparison"
        },
        "matchId": "019dd95a-07fd-712f-b775-66cbaac7fc6e",
        "evidence": "Rec 2 'Extend advantage in smart manufacturing' followed by R&D-as-%-revenue line chart (p21), AI-patent share (p22), HQ-region patents (p23), and Key steps (p24).",
        "position": 5,
        "objective": "Quantify Europe's R&D and innovation gap vs NA/APAC",
        "confidence": 90,
        "extraction": {
          "at": "2026-04-29 13:07:29.547081+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        }
      },
      {
        "to": 27,
        "from": 25,
        "loop": {
          "name": "48_capability_gap",
          "slug": "48-capability-gap",
          "status": "active",
          "bestFor": "M&A strategy, digital transformation, organizational design",
          "canonId": "019dd956-7967-72d8-af8c-67c97d61c03b",
          "version": 1,
          "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
          "structure": "Required Capabilities -> Current State -> The Gap -> Build vs Buy vs Partner Decision",
          "description": "Compare required capabilities vs. current capabilities to define the build/buy/partner decision",
          "familyLabel": null,
          "categoryName": "Consulting Framework",
          "categorySlug": "consulting-framework"
        },
        "matchId": "019dd95a-07fd-712f-b775-69e62992311e",
        "evidence": "Rec 3 'Increase the technology quotient at the top' (p25) + 14.9% European board tech experience vs 21.6% NA (p26) + urgent acceleration mandate (p27).",
        "position": 6,
        "objective": "Show board-tech-quotient gap and prescribe build-up",
        "confidence": 85,
        "extraction": {
          "at": "2026-04-29 13:07:29.547081+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        }
      }
    ],
    "tools": [
      {
        "tool": {
          "name": "Big Idea Formula",
          "slug": "big-idea-formula",
          "status": "active",
          "bestFor": "Any narrative-driven persuasive deck whose job is to move the audience: keynotes, fundraising pitches, capital-allocation board asks, all-hands behaviour-change talks, conference talks meant to shift mental models. Use it before structuring; pair with Pyramid when the deck must also withstand line-by-line scrutiny.",
          "canonId": "019dd956-7dd1-74d7-9866-ffdef19ecfbf",
          "version": 1,
          "bodyDocId": "c30d7484-69e0-4e21-82cf-20fa0966869e",
          "description": "Nancy Duarte's articulation of how to frame a presentation's central message: the speaker's unique point of view plus what's at stake for the audience, expressed as one complete declarative sentence. The narrative-driven counterpart to Minto's analytical governing thought.",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Storyteller",
        "layer": "block",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019dd95a-0d40-7758-be39-a543095301d6",
        "evidence": "Subtitle crystallizes POV + stakes: 'European businesses need to address the technology deficit to turn the tide'",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": "Any narrative-driven persuasive deck whose job is to move the audience: keynotes, fundraising pitches, capital-allocation board asks, all-hands behaviour-change talks, conference talks meant to shift mental models. Use it before structuring; pair with Pyramid when the deck must also withstand line-by-line scrutiny.",
        "confidence": 80,
        "extraction": {
          "at": "2026-04-29 13:07:30.88016+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 1,
        "whyItWorks": "Solves the topic-not-thesis trap and the stake-less recommendation trap simultaneously. A single declarative sentence with a verb forces the speaker's stance into the room; routing the consequence through the word 'you' translates internal urgency into the audience's currency. The result is short enough to be repeated after the meeting — and that repetition is the persuasion mechanism.",
        "antipattern": "A topic dressed as a thesis ('Sustainability Roadmap 2026'), a stake attached to the speaker rather than the audience, two ideas spliced with 'and', abstract verbs (leverage / unlock / empower) that survive deletion, or writing the Big Idea after the deck is already built so the slides don't actually defend it.",
        "cardinality": null,
        "narrativePurpose": "Forces the deck to commit to a single declarative thesis before slide one — a sentence that names the speaker's stance and routes a consequence through the audience's currency. Acts as the filter every slide, anecdote, and chart must ladder up to."
      },
      {
        "tool": {
          "name": "Loss Aversion",
          "slug": "loss-aversion",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-9761-738f-8fd4-558a63ea744a",
          "version": 1,
          "bodyDocId": null,
          "description": "Losses are felt 2x more strongly than equivalent gains - frame stakes as potential loss",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Storyteller",
        "layer": "block",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019dd95a-0d40-7758-be39-abd4e0f7329b",
        "evidence": "'Fade' framing implies decline if no action",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 75,
        "extraction": {
          "at": "2026-04-29 13:07:30.88016+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 1,
        "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-0d40-7758-be39-b01533e2fee6",
        "evidence": "TOC sections map to S/C/Q/A: growth dividend, drivers, three areas, conclusion",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": null,
        "confidence": 78,
        "extraction": {
          "at": "2026-04-29 13:07:30.88016+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 2,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Anchoring Bias",
          "slug": "anchoring-bias",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-9254-73de-8f1b-c7250f8f4c9c",
          "version": 1,
          "bodyDocId": null,
          "description": "First piece of information becomes reference point for all subsequent judgments",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Architect",
        "layer": "block",
        "agents": [
          "Architect",
          "Storyteller"
        ],
        "matchId": "019dd95a-0d40-7758-be39-bf3056b52f7b",
        "evidence": "Opens with positive growth anchor before introducing deficit",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 65,
        "extraction": {
          "at": "2026-04-29 13:07:30.88016+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 4,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "MECE Principle",
          "slug": "mece-principle",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-7c60-71a8-8758-c79d914489c9",
          "version": 1,
          "bodyDocId": null,
          "description": "Mutually Exclusive, Collectively Exhaustive - ensuring complete, non-overlapping structure",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Architect",
        "layer": "block",
        "agents": [
          "Architect"
        ],
        "matchId": "019dd95a-0d40-7758-be39-f9b0df895cf9",
        "evidence": "Five distinctive circumstances presented as MECE list",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": null,
        "confidence": 85,
        "extraction": {
          "at": "2026-04-29 13:07:30.88016+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 8,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "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-0d40-7758-be3a-014a5346d0b5",
        "evidence": "Closes with 'what actions should companies take?' creating open loop",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 88,
        "extraction": {
          "at": "2026-04-29 13:07:30.88016+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 9,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "MECE Principle",
          "slug": "mece-principle",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-7c60-71a8-8758-c79d914489c9",
          "version": 1,
          "bodyDocId": null,
          "description": "Mutually Exclusive, Collectively Exhaustive - ensuring complete, non-overlapping structure",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Architect",
        "layer": "block",
        "agents": [
          "Architect"
        ],
        "matchId": "019dd95a-0d40-7758-be3a-1111a5bdbbd5",
        "evidence": "5 mutually exclusive dimensions arrayed as columns covering the deficit",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": null,
        "confidence": 90,
        "extraction": {
          "at": "2026-04-29 13:07:30.88016+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 11,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Pyramid Principle",
          "slug": "pyramid-principle",
          "status": "active",
          "bestFor": "When the document has a single governing decision or recommendation the reader is asked to accept, and the case can be decomposed into a small number of clean groups. Strategy decks, board memos, investment committee papers.",
          "canonId": "019dd956-7cbd-7219-a477-c871e2bc1aff",
          "version": 1,
          "bodyDocId": "88b6ac56-b880-46f9-8621-ef3491ab6235",
          "description": "Lead with the answer; group three to five MECE supports beneath it; recurse one level down. Top-down hierarchical structure for any document with a single recommendation.",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Architect",
        "layer": "block",
        "agents": [
          "Architect"
        ],
        "matchId": "019dd95a-0d40-7758-be3a-2c604d33ee04",
        "evidence": "Top-line answer (3 areas) introduced before drill-down",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": "When the document has a single governing decision or recommendation the reader is asked to accept, and the case can be decomposed into a small number of clean groups. Strategy decks, board memos, investment committee papers.",
        "confidence": 75,
        "extraction": {
          "at": "2026-04-29 13:07:30.88016+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 12,
        "whyItWorks": "Solves the two failure modes of expert communication at once: (1) the long climb where readers wait pages for the answer, and (2) logical mush from non-MECE groupings. Progressive disclosure lets a reader stop at any depth and get the right information.",
        "antipattern": "Chronological structure (\"what we did, what we found, what we conclude\") instead of logical hierarchy. Top-of-pyramid that is a topic (\"strategic options\") instead of an answer (\"pursue Option B because...\"). Non-MECE supports that overlap or fail to cover the universe.",
        "cardinality": null,
        "narrativePurpose": "Transfer conviction with minimum reader effort by mirroring how decision-makers consume information: answer first, scaffolding behind."
      },
      {
        "tool": {
          "name": "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-0d40-7758-be3a-28c20b55a832",
        "evidence": "Three-part recommendation structure declared upfront",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 90,
        "extraction": {
          "at": "2026-04-29 13:07:30.88016+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 12,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Three Pillars",
          "slug": "three-pillars",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-81ef-7455-a365-b234d95a6bbb",
          "version": 1,
          "bodyDocId": null,
          "description": "Three major supporting arguments that are MECE and address key concerns",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Architect",
        "layer": "block",
        "agents": [
          "Architect"
        ],
        "matchId": "019dd95a-0d40-7758-be3a-27bf14837e6f",
        "evidence": "Section divider explicitly enumerates 'Three areas of focus'",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": null,
        "confidence": 92,
        "extraction": {
          "at": "2026-04-29 13:07:30.88016+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 12,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Loss Aversion",
          "slug": "loss-aversion",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-9761-738f-8fd4-558a63ea744a",
          "version": 1,
          "bodyDocId": null,
          "description": "Losses are felt 2x more strongly than equivalent gains - frame stakes as potential loss",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Storyteller",
        "layer": "block",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019dd95a-0d40-7758-be3a-e8dfd93cc10c",
        "evidence": "Implicit cost-of-inaction framing on the closing rec",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 65,
        "extraction": {
          "at": "2026-04-29 13:07:30.88016+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 27,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Scarcity",
          "slug": "scarcity",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-9610-7038-a580-6ef34d95f742",
          "version": 1,
          "bodyDocId": null,
          "description": "Limited availability increases perceived value - time limits and exclusivity",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Storyteller",
        "layer": "block",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019dd95a-0d40-7758-be3a-e5d6537a01d0",
        "evidence": "'Urgent need' frame implies time-bound window",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 70,
        "extraction": {
          "at": "2026-04-29 13:07:30.88016+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 27,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Aha! Moment",
          "slug": "aha-moment",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-a5b5-7763-820e-b299c5f27a32",
          "version": 1,
          "bodyDocId": null,
          "description": "The moment when the audience realizes the value - design for insight revelation",
          "familyLabel": null,
          "categoryName": "Loop",
          "categorySlug": "loop"
        },
        "agent": "Storyteller",
        "layer": "loop",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019dd95a-0d40-7758-be39-d8e5c7835efc",
        "evidence": "Aha-moment loop opens here: $3.2T is the insight payoff",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 82,
        "extraction": {
          "at": "2026-04-29 13:07:30.88016+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 5,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Data Story Arc",
          "slug": "data-story-arc",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-9c30-728e-b974-d3fb123dcf5a",
          "version": 1,
          "bodyDocId": null,
          "description": "Context → Conflict → Insight → Implication structure for data narratives",
          "familyLabel": null,
          "categoryName": "Loop",
          "categorySlug": "loop"
        },
        "agent": "Storyteller",
        "layer": "loop",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019dd95a-0d40-7758-be39-d0980310fc0d",
        "evidence": "Context (Europe growth) -> conflict (deficit) -> insight ($3.2T) -> implication (act)",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": null,
        "confidence": 78,
        "extraction": {
          "at": "2026-04-29 13:07:30.88016+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 5,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Reveal vs. Headline Strategy",
          "slug": "reveal-vs-headline-strategy",
          "status": "active",
          "bestFor": "Use whenever a deck carries a single load-bearing thesis to a defined audience: headline when the audience is senior, time-poor, scanning, or already aligned with the thesis; reveal when the thesis is contrarian, the audience needs to feel the gap before accepting the bridge, or the deck is a single-pass in-room persuasion artefact. Skip for routine KPI updates, hypothesis-tree discovery decks, or reference material with no thesis.",
          "canonId": "019dd956-9c8b-76fe-b6f3-c2621dbef6d3",
          "version": 1,
          "bodyDocId": "f162d89e-0423-4b27-aa7e-2fe4db1c5d57",
          "description": "The meta-decision at the deck-flow layer of whether to lead with the answer (headline / Minto / top-down) or earn the answer through a built arc (reveal / Sparkline / in medias res). Sequences whole sections by audience cognitive state, stakes, and thesis-direction.",
          "familyLabel": null,
          "categoryName": "Loop",
          "categorySlug": "loop"
        },
        "agent": "Designer",
        "layer": "loop",
        "agents": [
          "Designer"
        ],
        "matchId": "019dd95a-0d40-7758-be39-d6c6f23ebe13",
        "evidence": "$3.2T headlined upfront with progressive 2023/2024 reveal",
        "pageRefs": null,
        "priority": null,
        "whenToUse": "Use whenever a deck carries a single load-bearing thesis to a defined audience: headline when the audience is senior, time-poor, scanning, or already aligned with the thesis; reveal when the thesis is contrarian, the audience needs to feel the gap before accepting the bridge, or the deck is a single-pass in-room persuasion artefact. Skip for routine KPI updates, hypothesis-tree discovery decks, or reference material with no thesis.",
        "confidence": 70,
        "extraction": {
          "at": "2026-04-29 13:07:30.88016+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
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