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          "status": "active",
          "bestFor": "For turnaround / reform proposals",
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          "version": 1,
          "bodyDocId": "019dd9a1-80bf-72e9-980b-ccd1c0cd3488",
          "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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        "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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          "slug": "ceo-quote-contradiction",
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          "bestFor": "When management credibility is the lever",
          "canonId": "019dd9e1-52e9-717f-8454-93e627563ed6",
          "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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        "whenToUse": "When management credibility is the lever",
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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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          "status": "active",
          "bestFor": "When relative underperformance is the core argument",
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          "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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        "priority": null,
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        "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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        "whyItWorks": "- It forces the market to confront **mismatched valuation multiples**:\n  \"this company trades like X but owns Y, which trades at",
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          "version": 1,
          "bodyDocId": null,
          "description": "A dedicated slide presenting the named villain visually",
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        "matchId": "196e2cc8-d5cb-44ec-b79e-2d860ee9aeda",
        "evidence": null,
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        "whenToUse": "In activist decks where the personality matters",
        "confidence": null,
        "extraction": {
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          "model": "unknown-legacy",
          "runId": null,
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        "pageNumber": null,
        "whyItWorks": "Makes the antagonist concrete",
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        "evidence": "Update on Last Year's Ideas with performance comparison",
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        "confidence": 0.7,
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          "slug": "comparison-frame",
          "status": "active",
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          "canonId": "019dd9e1-484b-7399-a4fc-d14644b99f93",
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          "bodyDocId": null,
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        "evidence": "Market dynamics have historically rewarded high-growth technology companies",
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        "confidence": 0.7,
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          "canonId": "019dd9e1-484b-7399-a4fc-d14644b99f93",
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          "description": "Two or more states/subjects placed side by side to expose a gap.",
          "familyLabel": null,
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        },
        "agent": null,
        "layer": "slide",
        "agents": null,
        "matchId": "986c2444-4816-4751-b06b-65640f3abfdd",
        "evidence": "However, the High-Growth Valuation Premium Has Contracted",
        "pageRefs": null,
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        "whenToUse": null,
        "confidence": 0.7,
        "extraction": {
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        "pageNumber": 5,
        "whyItWorks": null,
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        "cardinality": "common",
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          "name": "Executive summary",
          "slug": "executive-summary",
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          "canonId": "019dd9e1-4b63-72d5-9734-da757d91ca61",
          "version": 1,
          "bodyDocId": null,
          "description": "A condensed view of the entire argument on a single slide / block.",
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        "agent": null,
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        "detail": "$2.45 today → $8-9+ by CY2025",
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        "detail": "9% today (~half peer median 17%); long-term target 20%",
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        "detail": "9.1x vs peer median 12.1x — ~3x discount",
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      {
        "detail": "Adjusted operating profit guide 12.5% → actual 6.7% (580bps miss); EPS $0.27 → $0.04 (85% miss)",
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      "Microsoft (MSFT)",
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      "description": "The document agitates the problem by highlighting companies with strong growth but poor operational performance"
    },
    {
      "from": 13,
      "to": 51,
      "label": "Solution",
      "description": "The document suggests a solution (margin expansion and disciplined capital allocation) and highlights specific companies with significant upside potential"
    }
  ],
  "loops": [
    {
      "from": 3,
      "to": 51,
      "label": "Before After",
      "description": "To show how companies can improve their valuation multiples through operational improvement"
    },
    {
      "from": 45,
      "to": 50,
      "label": "Quick Win Big Bet",
      "description": "To highlight the significant value creation opportunity at Vertiv"
    }
  ]
}