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        "evidence": "Leaders' three plays + 80% focus + 2.1x ROI + 10-20-70 contrasted with most companies' broad/diluted approach.",
        "position": 2,
        "objective": "Contrast leading vs laggard AI approaches",
        "confidence": 82,
        "extraction": {
          "at": "2026-04-29 13:07:29.689431+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        }
      },
      {
        "to": 15,
        "from": 14,
        "loop": {
          "name": "27_cost_of_inaction",
          "slug": "27-cost-of-inaction",
          "status": "active",
          "bestFor": "Urgent budget requests, compliance, risk mitigation",
          "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
          "version": 1,
          "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
          "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
          "description": "Quantify what happens if the audience does nothing",
          "familyLabel": null,
          "categoryName": "Urgency",
          "categorySlug": "urgency"
        },
        "matchId": "019dd95a-088b-72c8-b7e0-d265cade42df",
        "evidence": "Top-3 risks bar chart then cybersecurity-needs-improvement insight.",
        "position": 3,
        "objective": "Frame AI risks companies must navigate",
        "confidence": 60,
        "extraction": {
          "at": "2026-04-29 13:07:29.689431+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        }
      },
      {
        "to": 20,
        "from": 16,
        "loop": {
          "name": "06_zoom_in",
          "slug": "06-zoom-in",
          "status": "active",
          "bestFor": "Technical deep-dives, case studies, detailed analysis",
          "canonId": "019dd956-6846-74db-82be-dff5b058b072",
          "version": 1,
          "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
          "structure": "The Big Picture -> Key Area of Focus -> Specific Detail -> Implication",
          "description": "Start broad, then progressively focus on specific details that prove your point",
          "familyLabel": null,
          "categoryName": "Analysis",
          "categorySlug": "analysis"
        },
        "matchId": "019dd95a-088b-72c8-b7e0-d4df648fd095",
        "evidence": "Divider 'Year of AI agents?' then definition, 67% considering, geo data, 5 leadership priorities.",
        "position": 4,
        "objective": "Zoom into AI agents as the next frontier",
        "confidence": 72,
        "extraction": {
          "at": "2026-04-29 13:07:29.689431+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        }
      },
      {
        "to": 25,
        "from": 21,
        "loop": {
          "name": "12_myth_buster",
          "slug": "12-myth-buster",
          "status": "active",
          "bestFor": "Rebranding, changing market perception, correcting false assumptions",
          "canonId": "019dd956-6aac-748b-b08d-f2b9c3727326",
          "version": 1,
          "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
          "structure": "The Common Belief -> The Friction/Failure of that Belief -> The New Truth",
          "description": "Address a common misconception head-on to clear the room for a new truth",
          "familyLabel": null,
          "categoryName": "Persuasion",
          "categorySlug": "persuasion"
        },
        "matchId": "019dd95a-088b-72c8-b7e0-d87146367b86",
        "evidence": "Divider asks 'humans or AI?'; p22-23 show talent complementary, <10% expect cuts; p24-25 upskilling progress.",
        "position": 5,
        "objective": "Bust the AI-replaces-humans myth",
        "confidence": 70,
        "extraction": {
          "at": "2026-04-29 13:07:29.689431+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-121f-71e6-8e8f-115da9b3dc22",
        "evidence": "Title 'From Potential to Profit: Closing the AI Impact Gap' = POV + stakes.",
        "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": 78,
        "extraction": {
          "at": "2026-04-29 13:07:32.132158+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": "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-121f-71e6-8e8f-177831be6b39",
        "evidence": "Cover seeds the answer-first thesis later supported by data.",
        "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": 72,
        "extraction": {
          "at": "2026-04-29 13:07:32.132158+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 1,
        "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.",
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        "cardinality": null,
        "narrativePurpose": "Transfer conviction with minimum reader effort by mirroring how decision-makers consume information: answer first, scaffolding behind."
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      {
        "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-121f-71e6-8e8f-1b899d171aec",
        "evidence": "Deck unfolds Situation/Complication/Question/Answer from cover onward.",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": null,
        "confidence": 68,
        "extraction": {
          "at": "2026-04-29 13:07:32.132158+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 1,
        "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-121f-71e6-8e8f-315cb550d139",
        "evidence": "Open question opens a curiosity gap that the next slides resolve.",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 75,
        "extraction": {
          "at": "2026-04-29 13:07:32.132158+00",
          "model": "claude-legacy",
          "runId": null,
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        "pageNumber": 3,
        "whyItWorks": null,
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        "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-121f-71e6-8e8f-6a59278fffe0",
        "evidence": "Frames stakes as missed value despite priority.",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 60,
        "extraction": {
          "at": "2026-04-29 13:07:32.132158+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 6,
        "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-121f-71e6-8e8f-70caff5d0da2",
        "evidence": "Question creates curiosity that loop 2 resolves.",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 70,
        "extraction": {
          "at": "2026-04-29 13:07:32.132158+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 7,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "The Rule of Three",
          "slug": "the-rule-of-three",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-8962-75cf-b4f8-9394501a6f33",
          "version": 1,
          "bodyDocId": null,
          "description": "Ideas presented in threes are more memorable and satisfying",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Storyteller",
        "layer": "block",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019dd95a-121f-71e6-8e8f-7fef491ed1de",
        "evidence": "Three explicit plays: Deploy, Reshape, Invent.",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 90,
        "extraction": {
          "at": "2026-04-29 13:07:32.132158+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 8,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Before-After-Bridge",
          "slug": "before-after-bridge",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-8604-7188-883f-42370288ad05",
          "version": 1,
          "bodyDocId": null,
          "description": "Narrative structure: Paint the before, show the after, explain the bridge",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Storyteller",
        "layer": "block",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019dd95a-121f-71e6-8e8f-b4f6b04de126",
        "evidence": "Visual bridge from focus (40% fewer cases) to outcome (2.1x ROI).",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 60,
        "extraction": {
          "at": "2026-04-29 13:07:32.132158+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 11,
        "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-121f-71e6-8e8f-d23c951eb4ae",
        "evidence": "Three components: 10% algorithms, 20% tech, 70% people/processes.",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 75,
        "extraction": {
          "at": "2026-04-29 13:07:32.132158+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 13,
        "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-121f-71e6-8e8f-f50a6cc031c5",
        "evidence": "Opens curiosity gap to be resolved by the agents loop.",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 70,
        "extraction": {
          "at": "2026-04-29 13:07:32.132158+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 16,
        "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-121f-71e6-8e90-3a8aca6fee29",
        "evidence": "Either-or question opens a curiosity gap.",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 70,
        "extraction": {
          "at": "2026-04-29 13:07:32.132158+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 21,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Information Gap Theory",
          "slug": "information-gap-theory",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-a856-765e-88bc-f703bdfec762",
          "version": 1,
          "bodyDocId": null,
          "description": "Curiosity arises from gap between what we know and want to know",
          "familyLabel": null,
          "categoryName": "Loop",
          "categorySlug": "loop"
        },
        "agent": "Storyteller",
        "layer": "loop",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019dd95a-121f-71e6-8e8f-35a23e8f3c69",
        "evidence": "Divider engineers an information gap to launch the aha-moment loop.",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 70,
        "extraction": {
          "at": "2026-04-29 13:07:32.132158+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 3,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Contrast Pairs",
          "slug": "contrast-pairs",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-9b77-70d3-88b1-f34e26f60860",
          "version": 1,
          "bodyDocId": null,
          "description": "Creating tension through opposites: Before↔After, Problem↔Solution, Pain↔Relief",
          "familyLabel": null,
          "categoryName": "Loop",
          "categorySlug": "loop"
        },
        "agent": "Storyteller",
        "layer": "loop",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019dd95a-121f-71e6-8e8f-5a0e836fb2c5",
        "evidence": "Explicit priority-vs-value contrast pair.",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": null,
        "confidence": 88,
        "extraction": {
          "at": "2026-04-29 13:07:32.132158+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 6,
        "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-121f-71e6-8e8f-761e0a3008a5",
        "evidence": "Sets up the leaders vs laggards comparison loop.",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": null,
        "confidence": 75,
        "extraction": {
          "at": "2026-04-29 13:07:32.132158+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 7,
        "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": [
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        "evidence": "Explicit 'accelerating, but...' contrast in the action title.",
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        "evidence": "Five horizontal stripes, each a discrete priority.",
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          "canonId": "019dd956-aeb0-77d5-bfbd-9cd9a6be8186",
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          "description": "Techniques to capture attention: Startling statistic, provocative question, short story, analogy, contrast",
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          "categoryName": "Slide",
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        "evidence": "Provocative title frames the AI impact gap as the hook.",
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          "description": "Expert opinions are weighted more heavily - cite credible sources",
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          "description": "Using specific sensory details instead of abstract terms",
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          "canonId": "019dd956-bd34-759a-8e3b-2f14b571a2a1",
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          "description": "Borrowing authority from trusted sources or vivid details",
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        "evidence": "Section divider is the question 'Where is the value in AI?'.",
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          "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.",
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          "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.",
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        "evidence": "Title states the insight: 'AI ambitions are growing alongside investments'.",
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        "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.",
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        "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.",
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          "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.",
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          "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.",
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          "categoryName": "Block",
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        "matchId": "a63eeffa-c245-4cd2-9a43-5c28166d1d29",
        "evidence": "GenAI investments are projected to increase by 60% in the next 3 years",
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        "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.",
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        "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.",
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        "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."
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          "canonId": "019dd956-bcd4-7398-9723-6aa72346170b",
          "version": 1,
          "bodyDocId": null,
          "description": "Using specific sensory details instead of abstract terms",
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        "agent": "Storyteller",
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        "matchId": "019dd95a-121f-71e6-8e8f-3c227182385a",
        "evidence": "Specific stat '+60% in next 3 years' rather than vague growth.",
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        "confidence": 80,
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              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title literally states the contrast: 75% prioritize but only 25% see value.",
              "confidence": 92
            },
            {
              "id": 159,
              "slug": "contrast-principle",
              "layer": "Slide",
              "evidence": "Two-panel layout (green vs white) juxtaposes 75% vs 25%.",
              "confidence": 90
            },
            {
              "id": 78,
              "slug": "contrast-pairs",
              "layer": "Loop",
              "evidence": "Explicit priority-vs-value contrast pair.",
              "confidence": 88
            },
            {
              "id": 158,
              "slug": "von-restorff-effect",
              "layer": "Slide",
              "evidence": "Two giant percentage numbers dominate the canvas.",
              "confidence": 80
            },
            {
              "id": 127,
              "slug": "3-second-rule",
              "layer": "Slide",
              "evidence": "Headline contrast readable at a glance.",
              "confidence": 75
            },
            {
              "id": 128,
              "slug": "one-idea-rule",
              "layer": "Slide",
              "evidence": "Slide communicates one idea: the impact gap.",
              "confidence": 80
            },
            {
              "id": 68,
              "slug": "loss-aversion",
              "layer": "Block",
              "evidence": "Frames stakes as missed value despite priority.",
              "confidence": 60
            }
          ],
          "page_number": 6
        },
        {
          "tools": [
            {
              "id": 123,
              "slug": "opening-hooks",
              "layer": "Slide",
              "evidence": "Divider question 'What are leading companies doing differently?'.",
              "confidence": 80
            },
            {
              "id": 67,
              "slug": "curiosity-gap",
              "layer": "Block",
              "evidence": "Question creates curiosity that loop 2 resolves.",
              "confidence": 70
            },
            {
              "id": 78,
              "slug": "contrast-pairs",
              "layer": "Loop",
              "evidence": "Sets up the leaders vs laggards comparison loop.",
              "confidence": 75
            }
          ],
          "page_number": 7
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'Three value plays to maximize AI potential' states the recommendation.",
              "confidence": 85
            },
            {
              "id": 34,
              "slug": "the-rule-of-three",
              "layer": "Block",
              "evidence": "Three explicit plays: Deploy, Reshape, Invent.",
              "confidence": 90
            },
            {
              "id": 165,
              "slug": "picture-superiority-effect",
              "layer": "Slide",
              "evidence": "Each play paired with an icon.",
              "confidence": 75
            },
            {
              "id": 116,
              "slug": "chunking",
              "layer": "Loop",
              "evidence": "Information chunked into three labeled blocks.",
              "confidence": 80
            },
            {
              "id": 132,
              "slug": "visual-hierarchy",
              "layer": "Slide",
              "evidence": "Bold play names ('Deploy', 'Reshape', 'Invent') lead supporting text.",
              "confidence": 70
            }
          ],
          "page_number": 8
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title states leaders focus +80% on Reshape and Invent.",
              "confidence": 85
            },
            {
              "id": 154,
              "slug": "concrete-language",
              "layer": "Slide",
              "evidence": "Specific '+80%' and named functions.",
              "confidence": 75
            },
            {
              "id": 158,
              "slug": "von-restorff-effect",
              "layer": "Slide",
              "evidence": "Large '+80%' callout stands out.",
              "confidence": 65
            }
          ],
          "page_number": 9
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title: 'most companies aren't yet prioritizing investments in higher-impact plays'.",
              "confidence": 88
            },
            {
              "id": 129,
              "slug": "chart-selection-guide",
              "layer": "Slide",
              "evidence": "Donut chart shows shares: Deploy 44% / Reshape 29% / Invent 27%.",
              "confidence": 80
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Each donut segment annotated with category and explanation.",
              "confidence": 70
            },
            {
              "id": 78,
              "slug": "contrast-pairs",
              "layer": "Loop",
              "evidence": "Implicit contrast vs prior slide's leader behavior.",
              "confidence": 65
            }
          ],
          "page_number": 10
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'Leading companies extract greater value by focusing their AI investments'.",
              "confidence": 85
            },
            {
              "id": 158,
              "slug": "von-restorff-effect",
              "layer": "Slide",
              "evidence": "Giant '2.1x' green circle dominates the slide.",
              "confidence": 80
            },
            {
              "id": 159,
              "slug": "contrast-principle",
              "layer": "Slide",
              "evidence": "Black bar (other) vs green bar (leading) at 6.1 vs 3.5 use cases.",
              "confidence": 80
            },
            {
              "id": 21,
              "slug": "before-after-bridge",
              "layer": "Block",
              "evidence": "Visual bridge from focus (40% fewer cases) to outcome (2.1x ROI).",
              "confidence": 60
            }
          ],
          "page_number": 11
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'Leading companies set clear goals and track top- and bottom-line impact'.",
              "confidence": 82
            },
            {
              "id": 154,
              "slug": "concrete-language",
              "layer": "Slide",
              "evidence": "Callout '60% failing to define and monitor any financial KPIs'.",
              "confidence": 70
            },
            {
              "id": 147,
              "slug": "focal-point",
              "layer": "Slide",
              "evidence": "60% callout anchors the slide's gap insight.",
              "confidence": 60
            }
          ],
          "page_number": 12
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'Leaders follow the 10-20-70 principle to create value'.",
              "confidence": 85
            },
            {
              "id": 121,
              "slug": "metaphor-analogy",
              "layer": "Slide",
              "evidence": "Iceberg visual: 10% algorithms above water, 70% people/process below.",
              "confidence": 92
            },
            {
              "id": 165,
              "slug": "picture-superiority-effect",
              "layer": "Slide",
              "evidence": "Iceberg illustration carries the principle's meaning.",
              "confidence": 80
            },
            {
              "id": 34,
              "slug": "the-rule-of-three",
              "layer": "Block",
              "evidence": "Three components: 10% algorithms, 20% tech, 70% people/processes.",
              "confidence": 75
            },
            {
              "id": 158,
              "slug": "von-restorff-effect",
              "layer": "Slide",
              "evidence": "Right-panel '2 in 3' green callout stands out vs left iceberg.",
              "confidence": 70
            }
          ],
          "page_number": 13
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'AI risks that companies must navigate' frames the topic.",
              "confidence": 80
            },
            {
              "id": 129,
              "slug": "chart-selection-guide",
              "layer": "Slide",
              "evidence": "Horizontal bar chart of top three risks with percentages.",
              "confidence": 85
            },
            {
              "id": 132,
              "slug": "visual-hierarchy",
              "layer": "Slide",
              "evidence": "Risk #1 (66%) shown larger and brighter than #3 (44%).",
              "confidence": 70
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Each bar annotated with risk name and percentage.",
              "confidence": 70
            }
          ],
          "page_number": 14
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'Cybersecurity remains critical' is the insight.",
              "confidence": 80
            },
            {
              "id": 154,
              "slug": "concrete-language",
              "layer": "Slide",
              "evidence": "Quotes the 76% statistic on needing improvement.",
              "confidence": 65
            }
          ],
          "page_number": 15
        },
        {
          "tools": [
            {
              "id": 123,
              "slug": "opening-hooks",
              "layer": "Slide",
              "evidence": "Provocative divider question '2025: The year of AI agents?'.",
              "confidence": 80
            },
            {
              "id": 67,
              "slug": "curiosity-gap",
              "layer": "Block",
              "evidence": "Opens curiosity gap to be resolved by the agents loop.",
              "confidence": 70
            },
            {
              "id": 109,
              "slug": "information-gap-theory",
              "layer": "Loop",
              "evidence": "Question primes audience for zoom-in loop.",
              "confidence": 65
            }
          ],
          "page_number": 16
        },
        {
          "tools": [
            {
              "id": 121,
              "slug": "metaphor-analogy",
              "layer": "Slide",
              "evidence": "'AI that has learned to use tools' makes agents concrete.",
              "confidence": 85
            },
            {
              "id": 154,
              "slug": "concrete-language",
              "layer": "Slide",
              "evidence": "Plain-English definition of agents.",
              "confidence": 70
            },
            {
              "id": 151,
              "slug": "curse-of-knowledge-antidote",
              "layer": "Slide",
              "evidence": "Simplifies a technical concept for non-experts.",
              "confidence": 65
            }
          ],
          "page_number": 17
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title: 'agents require deep reimagination of work and are not a silver bullet'.",
              "confidence": 85
            },
            {
              "id": 154,
              "slug": "concrete-language",
              "layer": "Slide",
              "evidence": "67% callout grounds the claim.",
              "confidence": 75
            },
            {
              "id": 78,
              "slug": "contrast-pairs",
              "layer": "Loop",
              "evidence": "Hype (67% considering) vs caution (not silver bullet).",
              "confidence": 60
            }
          ],
          "page_number": 18
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title states the finding: optimism consistent across geographies.",
              "confidence": 80
            },
            {
              "id": 129,
              "slug": "chart-selection-guide",
              "layer": "Slide",
              "evidence": "Stacked horizontal bars by country with split categories.",
              "confidence": 85
            },
            {
              "id": 133,
              "slug": "small-multiples",
              "layer": "Slide",
              "evidence": "Repeated bar pattern across 11 countries plus global.",
              "confidence": 65
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Each segment labeled with percentage.",
              "confidence": 65
            }
          ],
          "page_number": 19
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'AI agents: Key leadership priorities' frames recommendations.",
              "confidence": 80
            },
            {
              "id": 116,
              "slug": "chunking",
              "layer": "Loop",
              "evidence": "Five priority blocks each with icon + headline + caption.",
              "confidence": 80
            },
            {
              "id": 165,
              "slug": "picture-superiority-effect",
              "layer": "Slide",
              "evidence": "Each priority has an iconographic illustration.",
              "confidence": 75
            },
            {
              "id": 132,
              "slug": "visual-hierarchy",
              "layer": "Slide",
              "evidence": "Bold priority headline above smaller descriptive text.",
              "confidence": 70
            }
          ],
          "page_number": 20
        },
        {
          "tools": [
            {
              "id": 123,
              "slug": "opening-hooks",
              "layer": "Slide",
              "evidence": "Provocative divider 'who will hold the power: humans or AI?'.",
              "confidence": 80
            },
            {
              "id": 67,
              "slug": "curiosity-gap",
              "layer": "Block",
              "evidence": "Either-or question opens a curiosity gap.",
              "confidence": 70
            }
          ],
          "page_number": 21
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'Executives see talent and AI as complementary' answers the divider's question.",
              "confidence": 80
            }
          ],
          "page_number": 22
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'Less than 10% of executives expect a decrease in headcount due to AI'.",
              "confidence": 82
            },
            {
              "id": 154,
              "slug": "concrete-language",
              "layer": "Slide",
              "evidence": "Specific 7% statistic.",
              "confidence": 70
            }
          ],
          "page_number": 23
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'AI upskilling is accelerating, but the work is not over'.",
              "confidence": 80
            },
            {
              "id": 78,
              "slug": "contrast-pairs",
              "layer": "Loop",
              "evidence": "Explicit 'accelerating, but...' contrast in the action title.",
              "confidence": 70
            },
            {
              "id": 154,
              "slug": "concrete-language",
              "layer": "Slide",
              "evidence": "Callout '~70% trained less than 1 in 4 of workforce'.",
              "confidence": 70
            }
          ],
          "page_number": 24
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title names leaders (Singapore, Japan) and laggards (Brazil, Italy).",
              "confidence": 85
            },
            {
              "id": 129,
              "slug": "chart-selection-guide",
              "layer": "Slide",
              "evidence": "Ranked horizontal bar chart by country.",
              "confidence": 85
            },
            {
              "id": 130,
              "slug": "color-strategy",
              "layer": "Slide",
              "evidence": "Greens (leaders), black (mid), grey (laggards) encode ranking.",
              "confidence": 80
            },
            {
              "id": 132,
              "slug": "visual-hierarchy",
              "layer": "Slide",
              "evidence": "Sorted descending; reference line at 29% global average.",
              "confidence": 70
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "'29% globally' annotation marks the benchmark.",
              "confidence": 70
            }
          ],
          "page_number": 25
        },
        {
          "tools": [
            {
              "id": 123,
              "slug": "opening-hooks",
              "layer": "Slide",
              "evidence": "Divider 'Strategic playbook for CEOs' announces the close.",
              "confidence": 55
            }
          ],
          "page_number": 26
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'Leading companies maximize value creation by...' frames the takeaways.",
              "confidence": 80
            },
            {
              "id": 116,
              "slug": "chunking",
              "layer": "Loop",
              "evidence": "Five horizontal stripes, each a discrete priority.",
              "confidence": 80
            },
            {
              "id": 165,
              "slug": "picture-superiority-effect",
              "layer": "Slide",
              "evidence": "Each priority paired with an icon (lightbulb, target, etc.).",
              "confidence": 75
            },
            {
              "id": 124,
              "slug": "closing-techniques",
              "layer": "Slide",
              "evidence": "Final slide is a structured call-to-action playbook.",
              "confidence": 75
            },
            {
              "id": 132,
              "slug": "visual-hierarchy",
              "layer": "Slide",
              "evidence": "Headline + subhead pattern across all five rows.",
              "confidence": 65
            }
          ],
          "page_number": 27
        }
      ],
      "slides_seen": 27,
      "deck_summary": "Strong Storymakers alignment for a survey-driven thought-leadership deck: clear Consultant's Gambit arc, action titles throughout, big-idea cover, and disciplined leader-vs-laggard contrast pairs — though the loops are short and the deck leans on stat-of-the-day slides rather than a deeper narrative thread.",
      "secondary_arcs": [
        {
          "id": 7,
          "slug": "sparkline",
          "beats": [
            {
              "name": "What Is",
              "end_page": 6,
              "evidence": "Only 25% see value despite priority.",
              "position": 1,
              "start_page": 6
            },
            {
              "name": "What Could Be",
              "end_page": 9,
              "evidence": "Three value plays; leaders put 80% in higher-impact plays.",
              "position": 2,
              "start_page": 8
            },
            {
              "name": "What Is",
              "end_page": 12,
              "evidence": "Most companies dilute; 60% lack KPIs.",
              "position": 3,
              "start_page": 10
            },
            {
              "name": "What Could Be",
              "end_page": 13,
              "evidence": "10-20-70 principle as leaders' formula.",
              "position": 4,
              "start_page": 13
            },
            {
              "name": "New Bliss",
              "end_page": 27,
              "evidence": "Five-step CEO playbook to maximize value creation.",
              "position": 5,
              "start_page": 27
            }
          ],
          "evidence": "Repeated oscillation between leaders (what could be) and laggards (what is) on p9-12, p18, p24.",
          "confidence": 55
        }
      ],
      "images_inspected": 9,
      "slide_frameworks": [
        {
          "frameworks": [
            {
              "name": "BCG Three Value Plays (Deploy / Reshape / Invent)",
              "slug": "bcg-deploy-reshape-invent",
              "evidence": "Slide explicitly labels three plays: Deploy, Reshape, Invent.",
              "confidence": 90
            }
          ],
          "page_number": 8
        },
        {
          "frameworks": [
            {
              "name": "BCG Three Value Plays (Deploy / Reshape / Invent)",
              "slug": "bcg-deploy-reshape-invent",
              "evidence": "Donut legend names the same three categories from p8.",
              "confidence": 85
            }
          ],
          "page_number": 10
        },
        {
          "frameworks": [
            {
              "name": "BCG 10-20-70 Principle",
              "slug": "bcg-10-20-70-principle",
              "evidence": "Title names the principle; iceberg labelled 10% algorithms / 20% tech / 70% people.",
              "confidence": 95
            }
          ],
          "page_number": 13
        }
      ]
    },
    "matchedAt": "2026-04-26 10:19:01+00",
    "slidesSeen": 27,
    "deckSummary": "Strong Storymakers alignment for a survey-driven thought-leadership deck: clear Consultant's Gambit arc, action titles throughout, big-idea cover, and disciplined leader-vs-laggard contrast pairs — though the loops are short and the deck leans on stat-of-the-day slides rather than a deeper narrative thread.",
    "imagesInspected": 9,
    "extractionSeconds": 405.26697
  },
  "score": {
    "backend": "claude",
    "scoredAt": "2026-05-02 06:51:29.444+00",
    "subScores": {
      "scqa_arc": 82,
      "action_titles": 80,
      "mece_structure": 75,
      "closing_strength": 68,
      "evidence_quality": 88,
      "clarity_of_thesis": 82,
      "production_quality": 85,
      "visual_storytelling": 80
    },
    "totalScore": 80,
    "coveragePct": 100,
    "explanations": {
      "scqa_arc": "Classic SCQA: Situation (S2-5 investment growth), Complication (S6 priority/value gap), Question (S7 'what are leaders doing differently?'), Answer (S8-13 three plays + 10-20-70).",
      "action_titles": "Most titles are insight-bearing declarative sentences (e.g. S5: 'One in three companies across all markets are planning to spend $25 million+ on AI in 2025'), though a few revert to topic labels (S14 'AI risks that companies must navigate', S20 'AI agents: Key leadership priorities').",
      "mece_structure": "Three clean sections (value of AI S3-15, agents S16-25, CEO playbook S26-27) are largely non-overlapping, but the agents-leadership-priorities (S20) and final playbook (S27) tread similar ground.",
      "closing_strength": "S27 lists five strategic imperatives but uses a trailing 'Leading companies maximize value creation by...' rather than a concrete CEO call-to-action with owners or timelines.",
      "evidence_quality": "Nearly every claim is anchored to the 1,803-executive survey with charts, percentages, and footnotes; assertions without data are rare.",
      "clarity_of_thesis": "The 'AI Impact Gap' thesis is set on the cover (S1) and made declaratively explicit by S6 with the 75%-priority-vs-25%-value contrast.",
      "production_quality": "Consistent BCG green/black palette, dense action-title coverage, footnote discipline on chart slides, and recurring framework motifs (three plays, 10-20-70, five pillars).",
      "visual_storytelling": "Tool selection mostly fits the message — big-number split for the 75/25 gap (S6), iceberg for 10-20-70 (S13), stacked bars for geographic benchmarks (S19, S25) — though several donut charts (S9, S10, S15, S18) feel interchangeable."
    },
    "slidesAnalyzed": 27
  },
  "review": {
    "backend": null,
    "verdict": "Competent BCG thought-leadership deck with a strong SCQA spine and mostly insight-bearing action titles — use the rhetorical-question dividers and data-led titles as teaching examples, but flag the buried lead and soft closing as what to fix.",
    "reviewedAt": "2026-04-24 13:30:54+00",
    "slidesSeen": 27,
    "suggestions": [
      "Move the 75%/25% contrast (current p.6) into the first three slides so the 'Impact Gap' in the cover title is made concrete immediately",
      "Rewrite p.27 as a declarative playbook title (e.g., 'Five moves CEOs must make in 2025 to close the AI impact gap') and mirror the cover thesis to close the loop",
      "Add a one-slide 'bridge' between pillars (after p.15 and p.20) that explicitly ties each thread back to the impact gap, converting the thematic cluster into a single escalating argument"
    ],
    "closingScore": 70,
    "openingScore": 72,
    "topStrengths": [
      "Contrast headline on p.6 ('75% prioritize ... but only 25% see value') is a near-perfect SCQA complication and anchors the whole deck",
      "Section dividers as rhetorical questions (p.3, p.16, p.21) pull the reader forward instead of merely labeling sections",
      "Action titles consistently carry the number AND the insight — p.9, p.12, p.13, p.24, p.25 all read as standalone takeaways"
    ],
    "topWeaknesses": [
      "Opening buries the lead: the 75/25 gap on p.6 should be slide 2 or 3, not page six",
      "Middle section stacks three parallel themes (value plays, agents, talent) without tying each back to 'closing the AI impact gap' thesis",
      "Closing slide p.27 ends on an ellipsis title rather than a declarative CEO commitment, and p.20/p.14 revert to topic labels in otherwise strong action-title runs"
    ],
    "narrativeScore": 74,
    "pillarCritique": "Four rhetorical-question dividers (p.3 'Where is the value in AI?', p.16 'Year of AI agents?', p.21 'Who will hold the power?', p.26 'Strategic playbook') are a strong Storymakers move, but the pillars are thematically adjacent rather than strictly MECE — 'AI agents' and 'humans vs AI' overlap, and AI risks (p.14-15) sit awkwardly inside the value section without its own pillar.",
    "closingCritique": "A dedicated 'Strategic playbook for CEOs' divider (p.26) and a recommendation closer (p.27) give the deck a real resolution, but the final title 'Leading companies maximize value creation by...' is a trailing ellipsis rather than a declarative call-to-action, and p.25 (geographic upskilling benchmark) is a flat penultimate beat instead of a crescendo.",
    "openingCritique": "Cover thesis 'From Potential to Profit: Closing the AI Impact Gap' is strong and p.6 lands the headline tension ('75% prioritize AI ... but only 25% see value'), yet it takes six pages to get there — p.4-5 are scene-setting on investment size before the real complication hits. Lead with p.6's contrast on slide 2 and the hook sharpens dramatically.",
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