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        "evidence": "Telecoms client case (Challenge → A&M Role → Outcomes $35M+) plus Green Teams initiative",
        "position": 5,
        "objective": "Demonstrate sustainability outcomes via client transformation",
        "confidence": 70,
        "extraction": {
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          "model": "claude-legacy",
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        }
      },
      {
        "to": 22,
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        "loop": {
          "name": "26_ripple_effect",
          "slug": "26-ripple-effect",
          "status": "active",
          "bestFor": "Change management, scaling initiatives, demonstrating broad value",
          "canonId": "019dd956-7075-7564-a134-cbde706dcfe0",
          "version": 1,
          "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
          "structure": "Individual Impact -> Team Impact -> Organizational Impact -> Market/Industry Impact",
          "description": "Show how impact spreads from individual to team to organization to market",
          "familyLabel": null,
          "categoryName": "Causation",
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        },
        "matchId": "019dd95a-07fe-70ce-8d3f-bf2156bbe672",
        "evidence": "DEI vision → recruitment → CPI ACE → A&M University → India awards → Women's Network → philanthropy",
        "position": 6,
        "objective": "Showcase social impact across individual, team, firm and community levels",
        "confidence": 75,
        "extraction": {
          "at": "2026-04-29 13:07:29.547081+00",
          "model": "claude-legacy",
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      },
      {
        "to": 26,
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        "loop": {
          "name": "23_expert_witness",
          "slug": "23-expert-witness",
          "status": "active",
          "bestFor": "Technical validation, regulatory compliance, skeptical executives",
          "canonId": "019dd956-6f24-735e-aa4b-4ec8e0334778",
          "version": 1,
          "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
          "structure": "The Authority's Credentials -> Their Finding/Opinion -> Applied to Our Case",
          "description": "Borrow credibility from a recognized authority to validate your position",
          "familyLabel": null,
          "categoryName": "Validation",
          "categorySlug": "validation"
        },
        "matchId": "019dd95a-07fe-70ce-8d3f-c267b810e92f",
        "evidence": "Governance approach + family foundation case (39,160 training hours) + whistleblowing + chemicals EHS case",
        "position": 7,
        "objective": "Establish governance credibility through frameworks and case proof",
        "confidence": 65,
        "extraction": {
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      },
      {
        "to": 27,
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        "loop": {
          "name": "39_benchmark_gap",
          "slug": "39-benchmark-gap",
          "status": "active",
          "bestFor": "Performance improvement, competitive analysis, target setting",
          "canonId": "019dd956-75a4-7522-8d1a-af94da4703e9",
          "version": 1,
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          "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-07fe-70ce-8d3f-c5e2e4bc29a1",
        "evidence": "Year-over-year 2023/2024 % spend table beside SASB Index disclosures",
        "position": 8,
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        "confidence": 65,
        "extraction": {
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          "model": "claude-legacy",
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        }
      }
    ],
    "tools": [
      {
        "tool": {
          "name": "Storytelling Effect",
          "slug": "storytelling-effect",
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          "canonId": "019dd956-981b-74f9-9096-5c8df03dab5a",
          "version": 1,
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          "description": "Stories are remembered up to 22x better than facts alone",
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          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Storyteller",
        "layer": "block",
        "agents": [
          "Storyteller"
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        "matchId": "019dd95a-10d4-718b-9f5d-24a60d8a2a31",
        "evidence": "Letter format frames the report as personal narrative",
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        "confidence": 60,
        "extraction": {
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        "tool": {
          "name": "Three Pillars",
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          "bestFor": null,
          "canonId": "019dd956-81ef-7455-a365-b234d95a6bbb",
          "version": 1,
          "bodyDocId": null,
          "description": "Three major supporting arguments that are MECE and address key concerns",
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        "layer": "block",
        "agents": [
          "Architect"
        ],
        "matchId": "019dd95a-10d4-718b-9f5d-44c297444524",
        "evidence": "ETS pillars: Lower Risk Profile / Eliminate Barriers / Optimize Cost & Efficiency",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": null,
        "confidence": 70,
        "extraction": {
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          "model": "claude-legacy",
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        "tool": {
          "name": "Three Pillars",
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          "canonId": "019dd956-81ef-7455-a365-b234d95a6bbb",
          "version": 1,
          "bodyDocId": null,
          "description": "Three major supporting arguments that are MECE and address key concerns",
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          "categoryName": "Block",
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        },
        "agent": "Architect",
        "layer": "block",
        "agents": [
          "Architect"
        ],
        "matchId": "019dd95a-10d4-718b-9f5d-acf5b2a1e22f",
        "evidence": "Multiple pillars of recruitment approach listed",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": null,
        "confidence": 50,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+00",
          "model": "claude-legacy",
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        "pageNumber": 16,
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      {
        "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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        ],
        "matchId": "019dd95a-10d4-718b-9f5c-fa07d7a4cb56",
        "evidence": "Report broken into six TOC chunks: About, CEO, Sustainability, Environmental, Social, Governance",
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        "confidence": 70,
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      {
        "tool": {
          "name": "Tricolon",
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          "canonId": "019dd956-a13d-7356-9038-da27abe565f8",
          "version": 1,
          "bodyDocId": null,
          "description": "Three parallel phrases of increasing length or intensity",
          "familyLabel": null,
          "categoryName": "Loop",
          "categorySlug": "loop"
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        "agent": "Storyteller",
        "layer": "loop",
        "agents": [
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        ],
        "matchId": "019dd95a-10d4-718b-9f5d-029c5d982c60",
        "evidence": "Three parallel words 'Leadership. Action. Results.'",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 90,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+00",
          "model": "claude-legacy",
          "runId": null,
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      {
        "tool": {
          "name": "Focal Point",
          "slug": "focal-point",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-b9d2-7535-ad41-3b1a87fa7a93",
          "version": 1,
          "bodyDocId": null,
          "description": "Creating single point of visual emphasis",
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        },
        "agent": "Designer",
        "layer": "slide",
        "agents": [
          "Designer"
        ],
        "matchId": "019dd95a-10d4-718b-9f5c-eb316debd454",
        "evidence": "Single 'SUSTAINABILITY 2025' wordmark over A&M-shaped globe cutout",
        "pageRefs": null,
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        "whenToUse": null,
        "confidence": 75,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+00",
          "model": "claude-legacy",
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      {
        "tool": {
          "name": "Picture Superiority Effect",
          "slug": "picture-superiority-effect",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-c201-7014-bb58-3e85e3e11dfd",
          "version": 1,
          "bodyDocId": null,
          "description": "Pictures remembered 6x better than words - prioritize visuals over text",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Designer",
        "layer": "slide",
        "agents": [
          "Designer"
        ],
        "matchId": "019dd95a-10d4-718b-9f5c-e550afac4742",
        "evidence": "Cover relies on globe imagery integrated with A&M logomark, minimal text",
        "pageRefs": null,
        "priority": null,
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        "confidence": 80,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+00",
          "model": "claude-legacy",
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      {
        "tool": {
          "name": "White Space (Negative Space)",
          "slug": "white-space-negative-space",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-b6e3-72de-bd7e-8cc963390837",
          "version": 1,
          "bodyDocId": null,
          "description": "Using empty space to reduce cognitive load and create focus",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Designer",
        "layer": "slide",
        "agents": [
          "Designer"
        ],
        "matchId": "019dd95a-10d4-718b-9f5c-ee015c09d6f1",
        "evidence": "Sparse beige canvas with one focal mark",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 70,
        "extraction": {
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          "model": "claude-legacy",
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      },
      {
        "tool": {
          "name": "Recognition Over Recall",
          "slug": "recognition-over-recall",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-c67c-715c-aedd-f2cc1b838dbd",
          "version": 1,
          "bodyDocId": null,
          "description": "It's easier to recognize than to recall - use familiar patterns and visual cues",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Designer",
        "layer": "slide",
        "agents": [
          "Designer"
        ],
        "matchId": "019dd95a-10d4-718b-9f5c-f4b1bacb4571",
        "evidence": "TOC orients reader to E/S/G structure with page numbers",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 70,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+00",
          "model": "claude-legacy",
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        "pageNumber": 2,
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      {
        "tool": {
          "name": "Visual Hierarchy",
          "slug": "visual-hierarchy",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-b2ca-706b-937f-e52441086fd7",
          "version": 1,
          "bodyDocId": null,
          "description": "Order of perception through Size > Color > Position > Weight > Space",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Designer",
        "layer": "slide",
        "agents": [
          "Designer"
        ],
        "matchId": "019dd95a-10d4-718b-9f5c-f07a7f924e85",
        "evidence": "Logomark + 'TABLE OF CONTENTS' + numbered E/S/G sections in clear typographic ladder",
        "pageRefs": null,
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        "whenToUse": null,
        "confidence": 80,
        "extraction": {
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          "model": "claude-legacy",
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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",
          "categorySlug": "slide"
        },
        "agent": "Architect",
        "layer": "slide",
        "agents": [
          "Architect"
        ],
        "matchId": "019dd95a-10d4-718b-9f5c-fd51913f00a6",
        "evidence": "Title 'LEADERSHIP. ACTION. RESULTS.' states the value claim, not topic",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
        "confidence": 85,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+00",
          "model": "claude-legacy",
          "runId": null,
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        },
        "pageNumber": 3,
        "whyItWorks": "Solves two failure modes at once. (1) The buried claim: action titles place the conclusion on the page before any analysis is read, so a busy reader doesn't reverse-engineer it from the chart. (2) The spineless deck: because each title is a claim, slides have to ladder up to the governing thought; logical gaps become visible as topic-shaped titles in a sequence that no longer reads as a story.",
        "antipattern": "Topic labels disguised as titles — Volume by quarter, Key findings, Pricing strategy, Margins have been impacted. No verb, or a passive verb with no agent, or a fact (Revenue grew 12%) without the so-what. Also: titles that overreach the chart's evidence, multi-claim X-grew-but-Y-fell welded titles, and mechanical repetition of the same X-drove-Y template across the deck.",
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        "narrativePurpose": "Forces the deck to carry its argument in the title bar so a senior reader can extract the recommendation without opening a single slide; converts a binder of topics into a navigable pyramid where every slide is a node defending the apex."
      },
      {
        "tool": {
          "name": "Core Message Extraction",
          "slug": "core-message-extraction",
          "status": "active",
          "bestFor": "Any slide that carries an argument or finding. The diagnostic: if the slide has a chart on it, it needs a core message. Run extraction whenever the current title is a topic (Q3 performance, Customer satisfaction) rather than a claim, or when a reader could reasonably draw more than one conclusion from the visible evidence.",
          "canonId": "019dd956-bc71-707d-8867-1b2e810175cf",
          "version": 1,
          "bodyDocId": "f85613cb-4b77-462f-bfe6-3b862516e1a6",
          "description": "The discipline of distilling raw analysis, data, or content into a single declarative sentence — the slide's core message — that the audience would walk away with if they remembered nothing else. Process, not artefact: extraction questions run on the raw content until one sentence falls out.",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Architect",
        "layer": "slide",
        "agents": [
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        ],
        "matchId": "019dd95a-10d4-718b-9f5d-06b2dcc3e6b4",
        "evidence": "Callout: 'A&M has a legacy of delivering client value...' distills firm essence",
        "pageRefs": null,
        "priority": null,
        "whenToUse": "Any slide that carries an argument or finding. The diagnostic: if the slide has a chart on it, it needs a core message. Run extraction whenever the current title is a topic (Q3 performance, Customer satisfaction) rather than a claim, or when a reader could reasonably draw more than one conclusion from the visible evidence.",
        "confidence": 70,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+00",
          "model": "claude-legacy",
          "runId": null,
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        },
        "pageNumber": 3,
        "whyItWorks": "Solves the two failure modes of slide writing simultaneously: the topic title (which outsources interpretation to the audience and produces three different conclusions in three different heads) and the multi-thesis stapler (which exceeds working memory and gets remembered as fragments). Aligns with how readers actually consume decks — Heath & Heath's Find the Core, the journalist's nut graf, and Minto's governing thought all converge on the same cognitive economics.",
        "antipattern": "Topic titles disguised as core messages (Customer satisfaction, no verb, no stake); multi-thesis sentences stapled with and; hedged sentences (may show signs of possible softening); chart-caption titles (Revenue fell 4%) that restate what the chart already shows instead of naming the so-what; meta-commentary (this slide explores...) that describes the slide rather than concluding it.",
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        "narrativePurpose": "Forces the slide author to do the interpretive work before the slide ships, so the audience does not have to do it during the meeting. Wins the WYSIATI battle on purpose — the loudest fragment on the page becomes the author's chosen sentence rather than whichever chart label happens to be largest."
      },
      {
        "tool": {
          "name": "Authority Bias",
          "slug": "authority-bias",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-c38d-70b9-a284-b2b479763356",
          "version": 1,
          "bodyDocId": null,
          "description": "Expert opinions are weighted more heavily - cite credible sources",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Storyteller",
        "layer": "slide",
        "agents": [
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          "Storyteller"
        ],
        "matchId": "019dd95a-10d4-718b-9f5d-12e73b96daaa",
        "evidence": "Vault, Forbes, Future Leaders Awards logos cited as authority sources",
        "pageRefs": null,
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        "whenToUse": null,
        "confidence": 80,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+00",
          "model": "claude-legacy",
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        "pageNumber": 4,
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      },
      {
        "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": "slide",
        "agents": [
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        "matchId": "019dd95a-10d4-718b-9f5d-1ba0338b8763",
        "evidence": "Stats grouped into Our People / Our Differentiators / Who We Serve blocks",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 65,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+00",
          "model": "claude-legacy",
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        "pageNumber": 4,
        "whyItWorks": null,
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        "cardinality": null,
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      },
      {
        "tool": {
          "name": "Concrete Language",
          "slug": "concrete-language",
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          "end_page": 6,
          "evidence": "Leadership values → firm overview → CEO belief → sustainability approach as a journey",
          "position": 1,
          "objective": "Establish A&M identity and the 'why' of sustainability",
          "confidence": 70,
          "start_page": 3
        },
        {
          "id": 23,
          "slug": "23-expert-witness",
          "end_page": 7,
          "evidence": "Slide centers on 'United Nations Global Compact' membership and SDG alignment",
          "position": 2,
          "objective": "Borrow UN authority to validate sustainability commitments",
          "confidence": 80,
          "start_page": 7
        },
        {
          "id": 14,
          "slug": "14-day-in-life",
          "end_page": 9,
          "evidence": "ETS service catalog (p8) immediately followed by Energy Services case proof (p9, $100M)",
          "position": 3,
          "objective": "Show ETS services in action via client engagement",
          "confidence": 70,
          "start_page": 8
        },
        {
          "id": 36,
          "slug": "36-maturity-curve",
          "end_page": 11,
          "evidence": "GHG emissions table 2022-2024 followed by 2021-2025 milestones to Net Zero by 2050",
          "position": 4,
          "objective": "Show carbon footprint baseline and Net Zero roadmap",
          "confidence": 85,
          "start_page": 10
        },
        {
          "id": 21,
          "slug": "21-before-after",
          "end_page": 13,
          "evidence": "Telecoms client case (Challenge → A&M Role → Outcomes $35M+) plus Green Teams initiative",
          "position": 5,
          "objective": "Demonstrate sustainability outcomes via client transformation",
          "confidence": 70,
          "start_page": 12
        },
        {
          "id": 26,
          "slug": "26-ripple-effect",
          "end_page": 22,
          "evidence": "DEI vision → recruitment → CPI ACE → A&M University → India awards → Women's Network → philanthropy",
          "position": 6,
          "objective": "Showcase social impact across individual, team, firm and community levels",
          "confidence": 75,
          "start_page": 14
        },
        {
          "id": 23,
          "slug": "23-expert-witness",
          "end_page": 26,
          "evidence": "Governance approach + family foundation case (39,160 training hours) + whistleblowing + chemicals EHS case",
          "position": 7,
          "objective": "Establish governance credibility through frameworks and case proof",
          "confidence": 65,
          "start_page": 23
        },
        {
          "id": 39,
          "slug": "39-benchmark-gap",
          "end_page": 27,
          "evidence": "Year-over-year 2023/2024 % spend table beside SASB Index disclosures",
          "position": 8,
          "objective": "Disclose supplier diversity performance against SASB framework",
          "confidence": 65,
          "start_page": 27
        }
      ],
      "slide_tools": [
        {
          "tools": [
            {
              "id": 165,
              "slug": "picture-superiority-effect",
              "layer": "Slide",
              "evidence": "Cover relies on globe imagery integrated with A&M logomark, minimal text",
              "confidence": 80
            },
            {
              "id": 147,
              "slug": "focal-point",
              "layer": "Slide",
              "evidence": "Single 'SUSTAINABILITY 2025' wordmark over A&M-shaped globe cutout",
              "confidence": 75
            },
            {
              "id": 141,
              "slug": "white-space-negative-space",
              "layer": "Slide",
              "evidence": "Sparse beige canvas with one focal mark",
              "confidence": 70
            }
          ],
          "page_number": 1
        },
        {
          "tools": [
            {
              "id": 132,
              "slug": "visual-hierarchy",
              "layer": "Slide",
              "evidence": "Logomark + 'TABLE OF CONTENTS' + numbered E/S/G sections in clear typographic ladder",
              "confidence": 80
            },
            {
              "id": 175,
              "slug": "recognition-over-recall",
              "layer": "Slide",
              "evidence": "TOC orients reader to E/S/G structure with page numbers",
              "confidence": 70
            },
            {
              "id": 116,
              "slug": "chunking",
              "layer": "Loop",
              "evidence": "Report broken into six TOC chunks: About, CEO, Sustainability, Environmental, Social, Governance",
              "confidence": 70
            }
          ],
          "page_number": 2
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'LEADERSHIP. ACTION. RESULTS.' states the value claim, not topic",
              "confidence": 85
            },
            {
              "id": 92,
              "slug": "tricolon",
              "layer": "Loop",
              "evidence": "Three parallel words 'Leadership. Action. Results.'",
              "confidence": 90
            },
            {
              "id": 153,
              "slug": "core-message-extraction",
              "layer": "Slide",
              "evidence": "Callout: 'A&M has a legacy of delivering client value...' distills firm essence",
              "confidence": 70
            }
          ],
          "page_number": 3
        },
        {
          "tools": [
            {
              "id": 154,
              "slug": "concrete-language",
              "layer": "Slide",
              "evidence": "12,000+ employees, 6 continents, 42 years, 90+ offices, 40 countries — concrete numbers",
              "confidence": 90
            },
            {
              "id": 226,
              "slug": "social-validation",
              "layer": "Slide",
              "evidence": "'Awards and Recognition' panel listing Forbes, Vault, Diversio rankings",
              "confidence": 85
            },
            {
              "id": 169,
              "slug": "authority-bias",
              "layer": "Slide",
              "evidence": "Vault, Forbes, Future Leaders Awards logos cited as authority sources",
              "confidence": 80
            },
            {
              "id": 133,
              "slug": "small-multiples",
              "layer": "Slide",
              "evidence": "Repeating award badge cards in uniform grid layout",
              "confidence": 70
            },
            {
              "id": 116,
              "slug": "chunking",
              "layer": "Slide",
              "evidence": "Stats grouped into Our People / Our Differentiators / Who We Serve blocks",
              "confidence": 65
            }
          ],
          "page_number": 4
        },
        {
          "tools": [
            {
              "id": 169,
              "slug": "authority-bias",
              "layer": "Slide",
              "evidence": "Letter signed by CEOs lends executive authority",
              "confidence": 80
            },
            {
              "id": 156,
              "slug": "emotional-appeal",
              "layer": "Slide",
              "evidence": "Callout 'asking tough questions, listening well, digging in and rolling up our sleeves'",
              "confidence": 65
            },
            {
              "id": 70,
              "slug": "storytelling-effect",
              "layer": "Block",
              "evidence": "Letter format frames the report as personal narrative",
              "confidence": 60
            }
          ],
          "page_number": 5
        },
        {
          "tools": [
            {
              "id": 121,
              "slug": "metaphor-analogy",
              "layer": "Slide",
              "evidence": "Callout: 'sustainability approach is a journey'",
              "confidence": 75
            },
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'OUR SUSTAINABILITY APPROACH' frames the firm POV",
              "confidence": 70
            }
          ],
          "page_number": 6
        },
        {
          "tools": [
            {
              "id": 155,
              "slug": "credibility-transfer",
              "layer": "Slide",
              "evidence": "Borrows UN Global Compact authority for A&M's sustainability stance",
              "confidence": 90
            },
            {
              "id": 169,
              "slug": "authority-bias",
              "layer": "Slide",
              "evidence": "Explicit reference to UN Global Compact membership and SDGs",
              "confidence": 85
            },
            {
              "id": 226,
              "slug": "social-validation",
              "layer": "Slide",
              "evidence": "Membership in widely-recognized UN program signals peer adoption",
              "confidence": 70
            }
          ],
          "page_number": 7
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Callout: 'Unlock value from sustainability...accelerate growth' states the so-what",
              "confidence": 80
            },
            {
              "id": 116,
              "slug": "chunking",
              "layer": "Slide",
              "evidence": "Services grouped into Transaction Advisory / Strategy & Implementation lists",
              "confidence": 80
            },
            {
              "id": 16,
              "slug": "three-pillars",
              "layer": "Block",
              "evidence": "ETS pillars: Lower Risk Profile / Eliminate Barriers / Optimize Cost & Efficiency",
              "confidence": 70
            },
            {
              "id": 121,
              "slug": "metaphor-analogy",
              "layer": "Slide",
              "evidence": "Slogan 'Unlock value' framing",
              "confidence": 60
            }
          ],
          "page_number": 8
        },
        {
          "tools": [
            {
              "id": 122,
              "slug": "story-moments",
              "layer": "Slide",
              "evidence": "Structured Challenge → A&M's Role → Outcomes story beats",
              "confidence": 85
            },
            {
              "id": 154,
              "slug": "concrete-language",
              "layer": "Slide",
              "evidence": "Specific outcome: '$100M Sustainability-Linked Revenue Stream Identified'",
              "confidence": 90
            },
            {
              "id": 158,
              "slug": "von-restorff-effect",
              "layer": "Slide",
              "evidence": "$100M figure isolated in highlighted callout box",
              "confidence": 75
            },
            {
              "id": 157,
              "slug": "sinatra-test",
              "layer": "Slide",
              "evidence": "Single flagship case used to validate full ETS approach",
              "confidence": 65
            }
          ],
          "page_number": 9
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title sentence: 'A&M is committed to reducing the environmental impact of our business activities.'",
              "confidence": 90
            },
            {
              "id": 154,
              "slug": "concrete-language",
              "layer": "Slide",
              "evidence": "Quantified GHG emissions table 2022/2023/2024 by Scope",
              "confidence": 90
            },
            {
              "id": 125,
              "slug": "data-ink-ratio",
              "layer": "Slide",
              "evidence": "Clean GHG totals table with minimal decoration",
              "confidence": 70
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Scope categories labeled in left column for interpretation",
              "confidence": 60
            }
          ],
          "page_number": 10
        },
        {
          "tools": [
            {
              "id": 102,
              "slug": "goal-gradient-effect",
              "layer": "Slide",
              "evidence": "Year-by-year milestones progressing toward 'Net Zero by 2050'",
              "confidence": 80
            },
            {
              "id": 154,
              "slug": "concrete-language",
              "layer": "Slide",
              "evidence": "Specific milestones (SBTi targets, Scope 3 expansion, 2024 commuting survey)",
              "confidence": 75
            },
            {
              "id": 116,
              "slug": "chunking",
              "layer": "Slide",
              "evidence": "Five-year timeline broken into discrete 2021-2025 chunks",
              "confidence": 70
            },
            {
              "id": 132,
              "slug": "visual-hierarchy",
              "layer": "Slide",
              "evidence": "Vertical timeline with anchored year markers",
              "confidence": 65
            }
          ],
          "page_number": 11
        },
        {
          "tools": [
            {
              "id": 122,
              "slug": "story-moments",
              "layer": "Slide",
              "evidence": "Challenge → A&M's Role → Outcomes structure repeats",
              "confidence": 85
            },
            {
              "id": 154,
              "slug": "concrete-language",
              "layer": "Slide",
              "evidence": "'$35M+ Annual Revenue Preserved' callout",
              "confidence": 90
            },
            {
              "id": 158,
              "slug": "von-restorff-effect",
              "layer": "Slide",
              "evidence": "$35M figure isolated in dark blue overlay panel",
              "confidence": 75
            },
            {
              "id": 156,
              "slug": "emotional-appeal",
              "layer": "Slide",
              "evidence": "Sunset-over-satellite-dish image lends gravitas",
              "confidence": 55
            }
          ],
          "page_number": 12
        },
        {
          "tools": [
            {
              "id": 122,
              "slug": "story-moments",
              "layer": "Slide",
              "evidence": "Chicago Green Teams recycling event vignette",
              "confidence": 65
            },
            {
              "id": 224,
              "slug": "singularity-effect",
              "layer": "Slide",
              "evidence": "Specific local team example rather than aggregate stats",
              "confidence": 60
            }
          ],
          "page_number": 13
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Long action title states the social mission directly",
              "confidence": 80
            },
            {
              "id": 153,
              "slug": "core-message-extraction",
              "layer": "Slide",
              "evidence": "Single overarching social-pillar thesis statement",
              "confidence": 70
            },
            {
              "id": 156,
              "slug": "emotional-appeal",
              "layer": "Slide",
              "evidence": "'Inclusive Diversity is one of the foundational pillars' framing",
              "confidence": 55
            }
          ],
          "page_number": 14
        },
        {
          "tools": [
            {
              "id": 154,
              "slug": "concrete-language",
              "layer": "Slide",
              "evidence": "'representation of women increasing by 12 percentage points'",
              "confidence": 85
            },
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'SPOTLIGHT INCLUSIVE DIVERSITY' with substantive callout",
              "confidence": 70
            }
          ],
          "page_number": 15
        },
        {
          "tools": [
            {
              "id": 116,
              "slug": "chunking",
              "layer": "Slide",
              "evidence": "Recruitment programs grouped as discrete bullets",
              "confidence": 70
            },
            {
              "id": 16,
              "slug": "three-pillars",
              "layer": "Block",
              "evidence": "Multiple pillars of recruitment approach listed",
              "confidence": 50
            }
          ],
          "page_number": 16
        },
        {
          "tools": [
            {
              "id": 154,
              "slug": "concrete-language",
              "layer": "Slide",
              "evidence": "85% benefits stat anchors the spotlight",
              "confidence": 80
            },
            {
              "id": 122,
              "slug": "story-moments",
              "layer": "Slide",
              "evidence": "ACE Program spotlight format",
              "confidence": 60
            }
          ],
          "page_number": 17
        },
        {
          "tools": [
            {
              "id": 154,
              "slug": "concrete-language",
              "layer": "Slide",
              "evidence": "'1,000' professionals figure anchors A&M University spotlight",
              "confidence": 75
            },
            {
              "id": 122,
              "slug": "story-moments",
              "layer": "Slide",
              "evidence": "Annual conference described as cultural touchstone",
              "confidence": 65
            }
          ],
          "page_number": 18
        },
        {
          "tools": [
            {
              "id": 156,
              "slug": "emotional-appeal",
              "layer": "Slide",
              "evidence": "Verbatim employee quote on Annual Excellence Award",
              "confidence": 70
            },
            {
              "id": 224,
              "slug": "singularity-effect",
              "layer": "Slide",
              "evidence": "Personal testimonial rather than aggregate stat",
              "confidence": 65
            }
          ],
          "page_number": 19
        },
        {
          "tools": [
            {
              "id": 122,
              "slug": "story-moments",
              "layer": "Slide",
              "evidence": "EMEA Women's Network 5km run vignette",
              "confidence": 65
            },
            {
              "id": 224,
              "slug": "singularity-effect",
              "layer": "Slide",
              "evidence": "Specific Mindspan/Girl Guides anecdote",
              "confidence": 55
            }
          ],
          "page_number": 20
        },
        {
          "tools": [
            {
              "id": 122,
              "slug": "story-moments",
              "layer": "Slide",
              "evidence": "Philanthropy/volunteering vignettes",
              "confidence": 60
            }
          ],
          "page_number": 21
        },
        {
          "tools": [
            {
              "id": 122,
              "slug": "story-moments",
              "layer": "Slide",
              "evidence": "Continuation of philanthropy vignettes",
              "confidence": 60
            }
          ],
          "page_number": 22
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Section title 'OUR GOVERNANCE APPROACH' opens block",
              "confidence": 70
            },
            {
              "id": 153,
              "slug": "core-message-extraction",
              "layer": "Slide",
              "evidence": "Callout: 'integrity and objectivity are at the heart of A&M's success'",
              "confidence": 70
            }
          ],
          "page_number": 23
        },
        {
          "tools": [
            {
              "id": 122,
              "slug": "story-moments",
              "layer": "Slide",
              "evidence": "Challenge → A&M's Role → Outcome family foundation case",
              "confidence": 80
            },
            {
              "id": 154,
              "slug": "concrete-language",
              "layer": "Slide",
              "evidence": "'65,072 courses... 39,160 hours' compliance training stat",
              "confidence": 90
            },
            {
              "id": 133,
              "slug": "small-multiples",
              "layer": "Slide",
              "evidence": "Compliance training catalog displayed as repeating row table",
              "confidence": 75
            }
          ],
          "page_number": 24
        },
        {
          "tools": [
            {
              "id": 116,
              "slug": "chunking",
              "layer": "Slide",
              "evidence": "Whistleblowing process broken into discrete protections",
              "confidence": 65
            },
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'Whistleblowing Process & Protections' frames the process",
              "confidence": 60
            }
          ],
          "page_number": 25
        },
        {
          "tools": [
            {
              "id": 122,
              "slug": "story-moments",
              "layer": "Slide",
              "evidence": "Challenge → A&M's Role → Outcome chemicals EHS case",
              "confidence": 80
            },
            {
              "id": 154,
              "slug": "concrete-language",
              "layer": "Slide",
              "evidence": "'~$10M in liability and expenditures' eliminated",
              "confidence": 85
            },
            {
              "id": 158,
              "slug": "von-restorff-effect",
              "layer": "Slide",
              "evidence": "$10M figure highlighted in callout",
              "confidence": 65
            }
          ],
          "page_number": 26
        },
        {
          "tools": [
            {
              "id": 154,
              "slug": "concrete-language",
              "layer": "Slide",
              "evidence": "Year-over-year supplier diversity table 2023/2024 % of spend",
              "confidence": 85
            },
            {
              "id": 125,
              "slug": "data-ink-ratio",
              "layer": "Slide",
              "evidence": "Two-column SASB Index and supplier diversity tables, minimal chrome",
              "confidence": 75
            },
            {
              "id": 169,
              "slug": "authority-bias",
              "layer": "Slide",
              "evidence": "Right side titled 'SASB INDEX FOR PROFESSIONAL & COMMERCIAL SERVICES'",
              "confidence": 80
            },
            {
              "id": 133,
              "slug": "small-multiples",
              "layer": "Slide",
              "evidence": "Repeated row format across business types",
              "confidence": 65
            }
          ],
          "page_number": 27
        },
        {
          "tools": [
            {
              "id": 124,
              "slug": "closing-techniques",
              "layer": "Slide",
              "evidence": "Closing 'ABOUT ALVAREZ & MARSAL' with 12,000 firm scale",
              "confidence": 60
            },
            {
              "id": 154,
              "slug": "concrete-language",
              "layer": "Slide",
              "evidence": "12,000 professionals figure anchors back-cover",
              "confidence": 65
            }
          ],
          "page_number": 28
        }
      ],
      "slides_seen": 28,
      "deck_summary": "An ESG corporate report that follows a Golden Circle (Why → How → What) macro shape with consulting-style case proof slides nested inside. Alignment with Storymakers is moderate: strong action titles and concrete numbers, but the multi-pillar (E/S/G) structure dilutes any single dramatic arc and most slides default to 'establish context' rather than driving a so-what cascade.",
      "secondary_arcs": [
        {
          "id": 1,
          "slug": "consultants-gambit",
          "beats": [
            {
              "name": "Situation & Context",
              "end_page": 6,
              "evidence": "A&M overview + sustainability landscape",
              "position": 1,
              "start_page": 3
            },
            {
              "name": "Problem & Complication",
              "end_page": 7,
              "evidence": "UN Compact framing of sustainability challenges",
              "position": 2,
              "start_page": 7
            },
            {
              "name": "Solution & Approach",
              "end_page": 8,
              "evidence": "ETS services and RACI-based methodology",
              "position": 3,
              "start_page": 8
            },
            {
              "name": "Evidence & Proof",
              "end_page": 26,
              "evidence": "Six client case studies plus GHG and DEI metrics",
              "position": 4,
              "start_page": 9
            },
            {
              "name": "Impact & Next Steps",
              "end_page": 27,
              "evidence": "Supplier diversity targets and SASB disclosure index",
              "position": 5,
              "start_page": 27
            }
          ],
          "evidence": "Each subsection (E, S, G) follows context → approach → case-proof → outcomes pattern typical of consulting.",
          "confidence": 55
        }
      ],
      "images_inspected": 8,
      "slide_frameworks": [
        {
          "frameworks": [
            {
              "name": "TCFD (Task Force on Climate-Related Financial Disclosures)",
              "slug": "tcfd",
              "evidence": "Body text names TCFD and SASB alignment",
              "confidence": 75
            },
            {
              "name": "SASB (Sustainability Accounting Standards Board)",
              "slug": "sasb",
              "evidence": "Body text cites SASB framework alignment",
              "confidence": 75
            },
            {
              "name": "UN Global Compact",
              "slug": "un-global-compact",
              "evidence": "Body names UN Global Compact signatory status",
              "confidence": 75
            }
          ],
          "page_number": 2
        },
        {
          "frameworks": [
            {
              "name": "UN Global Compact",
              "slug": "un-global-compact",
              "evidence": "Slide title is 'United Nations Global Compact'",
              "confidence": 95
            },
            {
              "name": "UN Sustainable Development Goals",
              "slug": "un-sdgs",
              "evidence": "Callout references UN development goals",
              "confidence": 70
            }
          ],
          "page_number": 7
        },
        {
          "frameworks": [
            {
              "name": "RACI Matrix",
              "slug": "raci",
              "evidence": "Body text: 'responsible, accountable, consulted and informed (RACI) matrix'",
              "confidence": 85
            },
            {
              "name": "ESG Framework",
              "slug": "esg",
              "evidence": "Services structured around ESG due diligence",
              "confidence": 65
            }
          ],
          "page_number": 8
        },
        {
          "frameworks": [
            {
              "name": "TCFD (Task Force on Climate-Related Financial Disclosures)",
              "slug": "tcfd",
              "evidence": "Body text names 'Disclosures (TCFD) analysis and climate risk'",
              "confidence": 80
            },
            {
              "name": "SBTi (Science Based Targets initiative)",
              "slug": "sbti",
              "evidence": "Bullet: 'Carbon reduction strategy and Science Based Target initiative (SBTi) alignment'",
              "confidence": 75
            },
            {
              "name": "CDP (Carbon Disclosure Project)",
              "slug": "cdp",
              "evidence": "Bullet: 'Carbon Disclosure Project (CDP) survey support'",
              "confidence": 75
            }
          ],
          "page_number": 9
        },
        {
          "frameworks": [
            {
              "name": "GHG Protocol Scopes 1/2/3",
              "slug": "ghg-protocol",
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      "Add a p.3 thesis slide with a single declarative commitment ('A&M will reach Net Zero by 2050 across three scopes, backed by $X of client-facing ESG work in 2024') so the report leads with the answer instead of a tagline",
      "Insert three explicit ESG pillar dividers (before p.10, p.14, p.23) and rewrite each so the divider itself states that pillar's headline commitment and 2025 progress metric",
      "Rewrite topic titles as insight sentences — e.g. p.11 'Our Carbon Footprint' → 'Scope 1+2 emissions fell X% in 2024, keeping us on pace for 2050 Net Zero'; flip case-study titles to lead with the resolution (p.12 → 'A&M preserved $35M in telecoms revenue by rebuilding its sustainability rating in 9 months')",
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      "Case-study titles ('TELECOMS COMPANY SOUGHT TO PRESERVE MILLIONS IN REVENUE' p.12) lead with the client's problem, not with the resolution — so the headline doesn't carry the insight"
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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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          "evidence": "Title 'LEADERSHIP. ACTION. RESULTS.' states the value claim, not topic",
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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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          "evidence": "Callout: 'A&M has a legacy of delivering client value...' distills firm essence",
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