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          "status": "active",
          "bestFor": "Transformation planning, 100-day plans, resource allocation",
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          "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
          "structure": "The Full List -> Quick Wins (Low effort, High impact) -> Big Bets (High effort, High impact) -> Sequenced Roadmap",
          "description": "Separate initiatives into immediate wins and longer-term strategic bets",
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          "categoryName": "Consulting Framework",
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        "evidence": "The document outlines the potential impact of the proposed solution and next steps for implementation.",
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          "status": "active",
          "bestFor": "For turnaround / reform proposals",
          "canonId": "019dd9e1-528b-72ec-a563-e5dcb9410f67",
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          "description": "You visualise two futures side by side: the trajectory the target is on\ntoday, and the trajectory under your proposed intervention. The reader\nhas to see the delta to feel the stakes.\n\nIt's the rhetorical cousin of the peer-gap — same visual grammar\n(comparison), but across **time** instead of across peers.",
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        "whenToUse": "For turnaround / reform proposals",
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          "model": "unknown-legacy",
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        "whyItWorks": "- It **quantifies the opportunity cost** of inaction. \"Doing nothing\"\n  becomes a concrete, visible path, not an abstraction.\n- It **makes the Answer tangible**. The prescription isn't a paragraph;\n  it's a trajectory the reader can point at.\n- It **pre-empts the status-quo defence**. Management usually argues \"we\n  have a plan\". Your chart shows what their plan looks like vs. yours.\n- It **satisfies both the Architect** (math adds up) **and the Storyteller**\n  (emotional delta between two futures).",
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          "version": 1,
          "bodyDocId": "019dd9a1-8296-720d-8f51-da76937f9415",
          "description": "You reproduce management's own words — verbatim, with source and date — and\nthen place them next to the outcome that contradicts them. The CEO built\nthe rope; you put it around their own neck.",
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        "matchId": "c4d4f8ef-b9b8-4bd8-8c31-c09c5f968f54",
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          "model": "unknown-legacy",
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        "whyItWorks": "- **Maximum credibility**: no adjective you could write is as damning as the\n  target's own prior statement.\n- **No rebuttal path**: management can't argue they didn't say it.\n- **It forces accountability onto a person**, not an institution — even if\n  you aren't explicitly naming a villain elsewhere.\n- **Reporters amplify it**. A CEO-quote-contradiction slide is quotable,\n  which means it lands in WSJ/FT/Bloomberg coverage.",
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      {
        "tool": {
          "name": "Peer gap chart",
          "slug": "peer-gap",
          "status": "active",
          "bestFor": "When relative underperformance is the core argument",
          "canonId": "019dd9e1-54f1-775a-94a1-d5cf3bb75abf",
          "version": 1,
          "bodyDocId": "019dd9a1-8653-7748-9050-807f067196c3",
          "description": "A single visual that benchmarks the target against its best-in-class peers on\na single quantitative KPI — and shows the target losing. The gap is the\npunchline.",
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        },
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        "matchId": "add9cbb2-d2e5-4332-a975-951a42b86de6",
        "evidence": null,
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        "whenToUse": "When relative underperformance is the core argument",
        "confidence": null,
        "extraction": {
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          "model": "unknown-legacy",
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        ],
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        "evidence": "list/bullet: Trian recommends that the Board take the following actions*: Strengthen management by immediately bringing back Chuck Bunch as Chairman/CEO",
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        "evidence": "list/bullet: Trian recommends that the Board take the following actions*: Strengthen management by immediately bringing back Chuck Bunch as Chairman/CEO",
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          "description": "The single most-copied slide in activism. This is the exact layout, used",
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        "evidence": "PPG is now trading at one of the largest discounts to Sherwin-Williams and the S&P since the end of 2016",
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        "tool": {
          "name": "Valuation: Precedent transactions",
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          "version": 1,
          "bodyDocId": "019df22a-9e2b-7165-a5f9-f94a9758ce38",
          "description": "You apply multiples derived from comparable historical M&A transactions",
          "familyLabel": "valuation-move",
          "categoryName": "Analysis",
          "categorySlug": "analysis"
        },
        "agent": "architect",
        "layer": "slide",
        "agents": [
          "architect"
        ],
        "matchId": "48d508aa-b572-434d-9dd6-4a5bce65b27c",
        "evidence": "Recent large scale deals have been completed at ~11-17x EBITDA",
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        "confidence": 0.7,
        "extraction": {
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        "tool": {
          "name": "Section divider",
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          "canonId": "019dd9e1-4c66-707d-8d1f-6e14547134c7",
          "version": 1,
          "bodyDocId": null,
          "description": "A transitional slide marking the start of a new section.",
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        },
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        "layer": "slide",
        "agents": null,
        "matchId": "2b470134-d2a8-4faa-a7df-2644ff613aa9",
        "evidence": "title/headline: Performance Under Current Leadership",
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        "whenToUse": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-07-16 22:52:05.907074+00",
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        "cardinality": "common",
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      },
      {
        "tool": {
          "name": "Peer gap chart",
          "slug": "peer-gap",
          "status": "active",
          "bestFor": "When relative underperformance is the core argument",
          "canonId": "019dd9e1-54f1-775a-94a1-d5cf3bb75abf",
          "version": 1,
          "bodyDocId": "019dd9a1-8653-7748-9050-807f067196c3",
          "description": "A single visual that benchmarks the target against its best-in-class peers on\na single quantitative KPI — and shows the target losing. The gap is the\npunchline.",
          "familyLabel": null,
          "categoryName": null,
          "categorySlug": null
        },
        "agent": null,
        "layer": "slide",
        "agents": null,
        "matchId": "877ba2ba-8056-4761-a717-8f44aff0bbb9",
        "evidence": "TSR Has Underperformed Peers Under Current Leadership",
        "pageRefs": null,
        "priority": null,
        "whenToUse": "When relative underperformance is the core argument",
        "confidence": 0.9,
        "extraction": {
          "at": "2026-07-16 22:52:05.988954+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 8,
        "whyItWorks": "- It's the **most credible claim in the deck** because it's arithmetic, not\n  opinion.\n- It's immediately **actionable** — close this gap and value accrues.\n- It **pre-empts the \"context is different\" defence** by pitting the target\n  against direct peers in the same category.",
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      },
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        "tool": {
          "name": "2x2 matrix",
          "slug": "matrix-2x2",
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          "canonId": "019dd9e1-50ab-72d1-8afb-3ab0a38e32a8",
          "version": 1,
          "bodyDocId": null,
          "description": "BCG matrix, importance/urgency, any axes-and-quadrants frame.",
          "familyLabel": null,
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          "categorySlug": null
        },
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        "agents": null,
        "matchId": "9bb642bc-37eb-46a0-9513-12d930e32e78",
        "evidence": "table/data: Synergy Type, Level of Synergies, Commentary",
        "pageRefs": null,
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        "whenToUse": null,
        "confidence": 0.7,
        "extraction": {
          "at": "2026-07-16 22:52:19.29992+00",
          "model": "or:meta-llama/llama-4-scout",
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          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 33,
        "whyItWorks": null,
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        "cardinality": "common",
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      }
    ],
    "frameworks": [
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        "evidence": "Comparing PPG valuation discount against peer and index",
        "framework": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-05-02 21:05:07.409+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
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      },
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        "evidence": "Direct comparison of performance metrics between subject company and peer group.",
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          "at": "2026-05-02 21:05:08.84+00",
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        "evidence": "Comparing PPG performance against peer group and GDP benchmark",
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        "extraction": {
          "at": "2026-05-02 21:05:11.006+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
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      },
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        "evidence": "Contrasts CEO quote with actual financial performance data",
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        "confidence": 1,
        "extraction": {
          "at": "2026-05-02 21:05:08.858+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
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        "frameworkName": "ceo-quote-contradiction"
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        "evidence": "Exposing recurring profit warnings as a pattern of management failure.",
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        "extraction": {
          "at": "2026-05-02 21:05:10.348+00",
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        "evidence": "The slide explicitly links accounting restatements to the artificial inflation of earnings to meet market expectations.",
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          "model": "google/gemini-3.1-flash-lite-preview-20260303",
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        "evidence": "The slide frames the management team as failing to execute, positioning them as the antagonist in the investment thesis.",
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        "extraction": {
          "at": "2026-05-02 21:05:13.403+00",
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        "evidence": "The slide explicitly frames management's actions as 'lapses in judgment' and 'flawed' to expose poor decision-making.",
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        "evidence": "The slide explicitly marks a 'Management change' point on the timeline to contrast performance.",
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    "tone": "analytical",
    "notes": "Classic Trian operational-activist playbook: management change + capital structure + spinoff + governance reform, argued through precedents (DuPont case study pp.35-36, portfolio-company margin-expansion data p.40). CEO-quote contradiction on p.9 juxtaposes McGarry's '10% EPS growth preference' with flat EPS chart. Torn-paper quote motif used three times (pp.9, 12, 17). Stake percent not disclosed in this document; Trian's 13D reported a ~2.9% position around this timeframe but figure is not in the deck. No single closing-ask slide — the four-pronged recommendation stands as the ask from p.3 and p.16.",
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        "detail": "PPG 13% vs peers 48% vs S&P 500 60% — ~3,500 bps below peers",
        "metric": "Total Shareholder Return vs. peers (McGarry tenure since Sep 2015)"
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      {
        "detail": "~5x discount — largest in recent history",
        "metric": "NTM P/E discount to Sherwin-Williams"
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      {
        "detail": "PPG 1.1% vs peer average 2.6% vs global real GDP 3.3%",
        "metric": "Organic sales growth CAGR 2015-2017"
      },
      {
        "detail": "$5.69 → $5.82 → $5.86 → $5.80, flat vs McGarry's 10% growth promise",
        "metric": "Adjusted EPS trajectory 2015-2018e"
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      {
        "detail": "10% below consensus in Q3, 20% below in Q4 — third consecutive pre-announcement",
        "metric": "Q3/Q4 2018 EPS guidance vs consensus"
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        "detail": "PPG 1.7x vs Sherwin-Williams 3.9x, Axalta 4.0x, RPM 3.2x — least levered in peer set",
        "metric": "Net Debt/EBITDA leverage"
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      {
        "detail": "~10% compounded through the Great Recession, $2.27 → $5.69",
        "metric": "Bunch-era EPS CAGR (2005-2015)"
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      {
        "detail": "234% PPG vs 187% peer median vs 97% S&P 500 during Bunch's CEO tenure",
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      {
        "detail": "PPG 61% vs peer average 83% — dropped ~20 points since 2017",
        "metric": "Glassdoor CEO approval"
      },
      {
        "detail": "5 large deals averaged 15.1x LTM EBITDA (11-17x range)",
        "metric": "Coatings M&A multiples (2016-2017 precedents)"
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      {
        "detail": "Architectural $783mm at 15% margin; Industrial $1,909mm at 20% margin",
        "metric": "2019e segment EBITDA (Trian estimates)"
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      {
        "detail": "PPG 925 vs Sherwin-Williams 4,267 (targeting 6,000), stagnant since 2015",
        "metric": "North American paint store count"
      },
      {
        "detail": "PPG base case ~24% vs 9% WACC; Sherwin-Williams ~31%",
        "metric": "Paint store ROIC"
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      {
        "detail": "89% annual elections, 64% call special meeting rights, 84% majority director removal — PPG has none",
        "metric": "S&P 500 governance norms PPG fails"
      },
      {
        "detail": "$14.3M in 2017 (108% of bonus target) despite missing EPS and volume targets",
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