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          "familyLabel": null,
          "categoryName": "Consulting Framework",
          "categorySlug": "consulting-framework"
        },
        "matchId": "019dd95a-07fe-70ce-8d3a-feb4973f8d74",
        "evidence": "p32 splits paralysis into Ambition / Investment / Delivery branches",
        "position": 10,
        "objective": "Diagnose three root causes blocking digital adoption",
        "confidence": 84,
        "extraction": {
          "at": "2026-04-29 13:07:29.547081+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
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        }
      }
    ],
    "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-0f08-73d3-9883-6d4f32019705",
        "evidence": "Poses 'how can we boost productivity?' question without answer",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 65,
        "extraction": {
          "at": "2026-04-29 13:07:31.336924+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
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        },
        "pageNumber": 2,
        "whyItWorks": null,
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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-0f08-73d3-9883-6a640e5df600",
        "evidence": "Situation/complication setup on opening narrative slide",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": null,
        "confidence": 80,
        "extraction": {
          "at": "2026-04-29 13:07:31.336924+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
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        },
        "pageNumber": 2,
        "whyItWorks": null,
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        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Big Idea Formula",
          "slug": "big-idea-formula",
          "status": "active",
          "bestFor": "Any narrative-driven persuasive deck whose job is to move the audience: keynotes, fundraising pitches, capital-allocation board asks, all-hands behaviour-change talks, conference talks meant to shift mental models. Use it before structuring; pair with Pyramid when the deck must also withstand line-by-line scrutiny.",
          "canonId": "019dd956-7dd1-74d7-9866-ffdef19ecfbf",
          "version": 1,
          "bodyDocId": "c30d7484-69e0-4e21-82cf-20fa0966869e",
          "description": "Nancy Duarte's articulation of how to frame a presentation's central message: the speaker's unique point of view plus what's at stake for the audience, expressed as one complete declarative sentence. The narrative-driven counterpart to Minto's analytical governing thought.",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Storyteller",
        "layer": "block",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019dd95a-0f08-73d3-9883-8e2abd1d6656",
        "evidence": "Crystallised PoV + stake: 'add £33 billion to national output in 2030'",
        "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 13:07:31.336924+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 3,
        "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": "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-0f08-73d3-9883-89f0391040ad",
        "evidence": "Five capabilities span the value chain non-overlappingly",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": null,
        "confidence": 82,
        "extraction": {
          "at": "2026-04-29 13:07:31.336924+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 3,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Priming",
          "slug": "priming",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-9876-75ad-a3b4-c93ef431689e",
          "version": 1,
          "bodyDocId": null,
          "description": "Previous stimuli influence subsequent decisions - set context before key messages",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Storyteller",
        "layer": "block",
        "agents": [
          "Storyteller",
          "Designer"
        ],
        "matchId": "019dd95a-0f08-73d3-9883-977a5f65a1ec",
        "evidence": "Sets stakes context before quantifying impact on p6",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 60,
        "extraction": {
          "at": "2026-04-29 13:07:31.336924+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 5,
        "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-0f08-73d3-9883-a9eadbb9c39d",
        "evidence": "£33B becomes the reference point for all later sizing",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 75,
        "extraction": {
          "at": "2026-04-29 13:07:31.336924+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 6,
        "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-0f08-73d3-9883-acf508484766",
        "evidence": "Frames foregone growth as a loss if UK doesn't act",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 60,
        "extraction": {
          "at": "2026-04-29 13:07:31.336924+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 6,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Social Proof",
          "slug": "social-proof",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-990d-7620-82b3-6dd286f34568",
          "version": 1,
          "bodyDocId": null,
          "description": "People adapt behavior based on what others do - show adoption and testimonials",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Storyteller",
        "layer": "block",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019dd95a-0f08-73d3-9884-337f2c8dbd02",
        "evidence": "Customer-success story validates the capability claim",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 78,
        "extraction": {
          "at": "2026-04-29 13:07:31.336924+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 18,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Fishbone Diagram (Ishikawa)",
          "slug": "fishbone-diagram-ishikawa",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-8493-74d8-a45d-60686f00896e",
          "version": 1,
          "bodyDocId": null,
          "description": "Categorizing potential causes of a problem visually",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Architect",
        "layer": "block",
        "agents": [
          "Architect"
        ],
        "matchId": "019dd95a-0f08-73d3-9884-ccd6f8bcaa65",
        "evidence": "Splits one problem into three categorical causes",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 55,
        "extraction": {
          "at": "2026-04-29 13:07:31.336924+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 32,
        "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-0f08-73d3-9884-c881cdea98d1",
        "evidence": "Three barriers cover ambition->investment->delivery non-overlappingly",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": null,
        "confidence": 75,
        "extraction": {
          "at": "2026-04-29 13:07:31.336924+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 32,
        "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-0f08-73d3-9884-c69f4ee8045f",
        "evidence": "Three barriers: Ambition / Investment / Delivery",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 88,
        "extraction": {
          "at": "2026-04-29 13:07:31.336924+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 32,
        "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-0f08-73d3-9883-73c787632640",
        "evidence": "Skeptical-audience setup before p3 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": 65,
        "extraction": {
          "at": "2026-04-29 13:07:31.336924+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 2,
        "whyItWorks": "The two strategies optimise for genuinely different audience starting positions — headline for speed of agreement with neutral or sympathetic audiences, reveal for depth of agreement with sceptical or invested ones. Headlining a contrarian thesis triggers reactance; revealing to a transactional audience makes them scan ahead and lose the thread. Naming the choice up front prevents the hybrid that under-performs in both rooms.",
        "antipattern": "The hybrid that pleases nobody — previewing the answer on slide 2 and then attempting a reveal arc. Audience has the answer so the build feels stalled; the build is there so the answer feels under-defended. Adjacent failures: chronological deck labelled reveal, reveal climax on the final slide with no call to action, and headline deck without an SCQA opening.",
        "cardinality": null,
        "narrativePurpose": "Forces the loop-layer author to commit to a single shape — headline or reveal — before sequencing slides, so cadence, slide-one job, and call-to-action placement all flow from one named choice instead of drifting into a hybrid that pleases neither scanners nor sit-forward audiences."
      },
      {
        "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-0f08-73d3-9883-cde370becce5",
        "evidence": "Sets up benchmark gap loop framing UK vs peers",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": null,
        "confidence": 78,
        "extraction": {
          "at": "2026-04-29 13:07:31.336924+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 9,
        "whyItWorks": null,
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        "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-0f08-73d3-9883-d9185e46c4b9",
        "evidence": "Context-conflict-insight cascade across p11-13",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": null,
        "confidence": 70,
        "extraction": {
          "at": "2026-04-29 13:07:31.336924+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 11,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Parallel Structure",
          "slug": "parallel-structure",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-9f34-762a-93b7-1d8e84bbd153",
          "version": 1,
          "bodyDocId": null,
          "description": "Using similar grammatical structure for related ideas",
          "familyLabel": null,
          "categoryName": "Loop",
          "categorySlug": "loop"
        },
        "agent": "Architect",
        "layer": "loop",
        "agents": [
          "Architect"
        ],
        "matchId": "019dd95a-0f08-73d3-9884-056df101e47a",
        "evidence": "Sets up identical 3-slide template for each capability",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 80,
        "extraction": {
          "at": "2026-04-29 13:07:31.336924+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 15,
        "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": "8dffd640-27d6-4e7c-9d4b-bfe53351dfb0",
        "evidence": "The slide is titled 'The productivity push' and has a type of 'cover'.",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-07-16 21:02:29.164025+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 1,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
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      },
      {
        "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",
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              "evidence": "Specific numerics: '£33B', '1.3% to 2.8%'",
              "confidence": 75
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              "id": 80,
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              "layer": "Loop",
              "evidence": "Context-conflict-insight cascade across p11-13",
              "confidence": 70
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          "tools": [
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              "confidence": 75
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              "evidence": "Cites UK government FTA estimate as benchmark anchor",
              "confidence": 60
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              "evidence": "Each bar annotated with % of industry size (2.3%, 2.1%...)",
              "confidence": 82
            },
            {
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              "confidence": 70
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              "confidence": 75
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              "confidence": 78
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              "confidence": 78
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              "confidence": 80
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              "confidence": 85
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          "tools": [
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              "confidence": 70
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              "evidence": "Accenture analysis cited as source",
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          "tools": [
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              "evidence": "Callout 'doubles to 31% in ICT' points to insight",
              "confidence": 78
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              "id": 138,
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          "tools": [
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              "evidence": "BMW '2.5M vehicles, 99% custom' is vivid and specific",
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              "evidence": "BMW as flagship credibility example",
              "confidence": 78
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              "id": 72,
              "slug": "social-proof",
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              "evidence": "Marquee brand validates the capability",
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        {
          "tools": [
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              "evidence": "'Improving CX through human + AI-powered insights'",
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              "evidence": "Identical column styling makes the three barriers feel parallel",
              "confidence": 72
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              "evidence": "'Vicious circle of productivity paralysis' language",
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              "evidence": "Three barriers: Ambition / Investment / Delivery",
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              "confidence": 75
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              "evidence": "Splits one problem into three categorical causes",
              "confidence": 55
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              "evidence": "Closing 'Learn more' frames the ask",
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              "evidence": "Re-lists the five capabilities introduced on p3",
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    "verdict": "A well-structured Accenture thought-leadership piece with an exemplary MECE pillar section (p.14-30) but a marketing-style close — use the five-capability build as a teaching example of parallel pillar structure, not as a model for opening hooks or consultative recommendations.",
    "reviewedAt": "2026-04-24 11:05:51+00",
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    "suggestions": [
      "Rewrite the 10 recurring 'Industry view' / 'Capability in action' titles into insight-bearing action titles (e.g. 'Financial services captures 66% of process-management GVA gains' for p.17)",
      "Replace the 'Learn more' close with a prioritised recommendation slide: which capability to start with, by industry, and what a 90-day proof-of-concept looks like",
      "Add a 'so what' slide after p.32 that resolves the three barriers with a concrete operating-model prescription, turning the barriers diagnosis into a plan"
    ],
    "closingScore": 42,
    "openingScore": 72,
    "topStrengths": [
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      "Headline number (£33B) is introduced early (p.3) and anchored throughout (p.6, 11, 12, 15, 34)",
      "Real diagnostic framing — p.9 ('Tech investment is falling short') quantifies the UK vs G7/OECD productivity gap rather than just asserting it"
    ],
    "topWeaknesses": [
      "Repetitive topic-label titles in the capability deep-dives ('Industry view', 'Capability in action' repeated 5x each) instead of slide-specific insights",
      "Weak close: p.33 'Learn more' is a marketing CTA, not a recommendation or roadmap, and p.32's three barriers are never resolved",
      "No prioritisation among the five capabilities — p.15 notes high-performance processes are biggest (£12.4B) but the deck treats all five with equal weight and sequencing"
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    "narrativeScore": 70,
    "pillarCritique": "Section dividers reflect a clear MECE spine: the five capabilities (p.16, 19, 22, 25, 28) each get divider + industry view + case study in parallel, which is textbook pillar structure. The earlier dividers (p.4, 7, 10, 14) are more thematic transitions than parallel pillars.",
    "closingCritique": "The closing is a generic 'Learn more' page (p.33) preceded by a diagnosis of barriers (p.32) and followed by four appendix slides — there is no explicit recommendation, prioritisation, or next-step roadmap. It reads as marketing CTA, not a consultative close.",
    "openingCritique": "The £33B thesis and the five-capability framework land by p.3, which is strong. However, p.2's 'The productivity challenge' is a topic label rather than a stakes-setting hook, so the first three slides establish magnitude but not urgency.",
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    "narrativeCritique": "The deck follows a recognisable S→C→A arc (UK productivity lag → economic headwinds → five digital capabilities worth £33B) but the Resolution act collapses into a soft 'Learn more' page rather than a decisive recommendation. The analytical middle (p.14-30) is tightly MECE, but the bracketing narrative is thin.",
    "titleQualityScore": 55,
    "titleQualityCritique": "Strong insight-bearing titles appear sporadically ('Tech investment is falling short' p.9, 'Some of the UK's largest industries have the most to gain' p.13), but the capability section repeats generic topic labels — 'Industry view' and 'Capability in action' appear five times each (p.17-30) with the insight demoted to the callout. 'Learn more' (p.33) is the weakest title in the deck."
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