{
  "schemaVersion": "deck-intelligence.v1",
  "id": "019dd923-622c-750b-8b99-65deaf51fc65",
  "slug": "41aa7e476e91",
  "title": "Xylem Inc. (XYL)",
  "subtitle": "Spruce Point Capital Management · 2023-08",
  "author": "Spruce Point Capital Management",
  "date": "2023-08-09 00:00:00",
  "pageCount": 82,
  "kind": "activist-deck",
  "orientation": "landscape",
  "aspectRatio": 1.3333334,
  "targetCompany": "Xylem Inc.",
  "targetTicker": "XYL",
  "document": {
    "id": "019dd923-622c-750b-8b99-65deaf51fc65",
    "slug": "41aa7e476e91",
    "title": "Xylem Inc. (XYL)",
    "rawTitle": "64e7906fb1208a0664e4e2bc xyl research thesis 8 9 2023",
    "authorId": "54_Spruce_Point_Capital",
    "authorName": "Spruce Point Capital Management",
    "authorDisplay": "Spruce Point Capital Management",
    "kind": {
      "slug": "activist-deck",
      "label": "Activist deck"
    },
    "sourceType": {
      "slug": "short_seller",
      "label": "Short seller"
    },
    "fileName": "2023-08-64e7906fb1208a0664e4e2bc_xyl_research_thesis_8-9-2023.pdf",
    "sourceUrl": null,
    "sourceDate": "2023-09-08 00:00:00",
    "presentationDate": "2023-08-09 00:00:00",
    "ingestedAt": "2026-04-22 21:47:17+00",
    "status": "ready",
    "pageCount": 82,
    "orientation": "landscape",
    "aspectRatio": 1.3333334,
    "targetCompany": "Xylem Inc.",
    "targetTicker": "XYL",
    "metadata": {
      "local_root": "/tmp/legacy-images/41aa7e476e91",
      "activist_firm": "Spruce Point Capital Management",
      "origin_corpus": "contrarian",
      "extraction_seconds": 150.56375098228455
    }
  },
  "coverage": {
    "pageCount": 82,
    "pagesIndexed": 82,
    "pagesWithImages": 82,
    "pagesWithMetadata": 82,
    "imageCoveragePct": 100,
    "metadataCoveragePct": 100,
    "componentCount": 525,
    "chartCount": 7,
    "metricSlides": 0,
    "toolMatches": 20,
    "documentToolMatches": 5,
    "frameworkMatches": 69,
    "arcMatches": 1,
    "beatMatches": 3,
    "loopMatches": 3,
    "patternMatches": 0,
    "storymakersMatch": false,
    "scoreAvailable": false,
    "reviewAvailable": false,
    "activistThesisAvailable": true,
    "pitchdeckMetadataAvailable": false,
    "pitchdeckProfileAvailable": false
  },
  "blocks": [],
  "matches": {
    "arcs": [
      {
        "arc": {
          "name": "Problem-Agitate-Solution",
          "slug": "problem-agitate-solution",
          "status": "active",
          "bestFor": "Sales pitches, urgency-driven, competitive displacement",
          "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
          "version": 1,
          "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
          "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
          "description": null,
          "familyLabel": null,
          "categoryName": "Strategy & Business",
          "categorySlug": "strategy-business"
        },
        "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
        "evidence": "The deck follows a clear problem-agitate-solution structure, presenting a detailed analysis of Xylem's challenges and why the acquisition of Evoqua is a flawed deal",
        "isPrimary": true,
        "confidence": 0.8,
        "extraction": {
          "at": "2026-07-16 22:00:44.95347+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": "doc-narrative-v1"
        }
      }
    ],
    "beats": [
      {
        "to": 79,
        "arc": {
          "name": "Problem-Agitate-Solution",
          "slug": "problem-agitate-solution",
          "status": "active",
          "bestFor": "Sales pitches, urgency-driven, competitive displacement",
          "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
          "version": 1,
          "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
          "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
          "description": null,
          "familyLabel": null,
          "categoryName": "Strategy & Business",
          "categorySlug": "strategy-business"
        },
        "from": 9,
        "name": "Expose Contradiction",
        "beatId": "b68955ea-1bea-4271-af69-04b4b38ed3c6",
        "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
        "beatType": null,
        "evidence": "The deck presents a series of contradictions and concerns about Xylem's financial reporting, operations, and growth prospects",
        "position": 0,
        "isPrimaryArc": true,
        "parentBeatType": null,
        "alignedBlockIds": null,
        "matchConfidence": 0.8
      },
      {
        "to": 20,
        "arc": {
          "name": "Problem-Agitate-Solution",
          "slug": "problem-agitate-solution",
          "status": "active",
          "bestFor": "Sales pitches, urgency-driven, competitive displacement",
          "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
          "version": 1,
          "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
          "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
          "description": null,
          "familyLabel": null,
          "categoryName": "Strategy & Business",
          "categorySlug": "strategy-business"
        },
        "from": 20,
        "name": "Problem Statement",
        "beatId": "ef5ab2c8-76d9-401a-b966-74e7d0b6a1b6",
        "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
        "beatType": null,
        "evidence": "The deck clearly states the problem with Xylem's organic order growth and its implications",
        "position": 1,
        "isPrimaryArc": true,
        "parentBeatType": null,
        "alignedBlockIds": null,
        "matchConfidence": 0.8
      },
      {
        "to": 56,
        "arc": {
          "name": "Problem-Agitate-Solution",
          "slug": "problem-agitate-solution",
          "status": "active",
          "bestFor": "Sales pitches, urgency-driven, competitive displacement",
          "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
          "version": 1,
          "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
          "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
          "description": null,
          "familyLabel": null,
          "categoryName": "Strategy & Business",
          "categorySlug": "strategy-business"
        },
        "from": 11,
        "name": "Preempt Rebuttal",
        "beatId": "8beb67eb-29a7-4acc-8013-1400d57c9a45",
        "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
        "beatType": null,
        "evidence": "The deck anticipates and addresses potential rebuttals to its thesis",
        "position": 2,
        "isPrimaryArc": true,
        "parentBeatType": null,
        "alignedBlockIds": null,
        "matchConfidence": 0.8
      }
    ],
    "loops": [
      {
        "to": 39,
        "from": 30,
        "loop": {
          "name": "10_iceberg",
          "slug": "10-iceberg",
          "status": "active",
          "bestFor": "Consulting, complex problem solving, organizational change",
          "canonId": "019dd956-69f4-738c-852a-643798da0899",
          "version": 1,
          "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
          "structure": "The Symptom (Visible) -> The System (Hidden) -> The Root Cause",
          "description": "Reveal that the visible problem is merely a symptom of a deeper root cause",
          "familyLabel": null,
          "categoryName": "Analysis",
          "categorySlug": "analysis"
        },
        "matchId": "f0ddc3ae-1054-4796-a478-a38122ee1c50",
        "evidence": "The deck highlights concerns about Evoqua's accounting and financial reporting",
        "position": 0,
        "objective": "Reveal potential accounting issues",
        "confidence": 0.7,
        "extraction": {
          "at": "2026-07-16 22:00:45.122795+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": "doc-narrative-v1"
        }
      },
      {
        "to": 82,
        "from": 1,
        "loop": {
          "name": "27_cost_of_inaction",
          "slug": "27-cost-of-inaction",
          "status": "active",
          "bestFor": "Urgent budget requests, compliance, risk mitigation",
          "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
          "version": 1,
          "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
          "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
          "description": "Quantify what happens if the audience does nothing",
          "familyLabel": null,
          "categoryName": "Urgency",
          "categorySlug": "urgency"
        },
        "matchId": "2fa1c508-68a2-4a6b-9e65-5ff630e9c720",
        "evidence": "The deck presents a detailed analysis of the risks and consequences of not taking action on Xylem's challenges",
        "position": 1,
        "objective": "Highlight the risks of not taking action",
        "confidence": 0.7,
        "extraction": {
          "at": "2026-07-16 22:00:45.166406+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": "doc-narrative-v1"
        }
      },
      {
        "to": 77,
        "from": 6,
        "loop": {
          "name": "41_so_what_cascade",
          "slug": "41-so-what-cascade",
          "status": "active",
          "bestFor": "Data presentations, executive summaries, driving to recommendations",
          "canonId": "019dd956-769f-7208-afbc-f28985c6f4fb",
          "version": 1,
          "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
          "structure": "The Data -> So What? (Insight 1) -> So What? (Insight 2) -> So What? (The Action)",
          "description": "Chain insights together, each answering 'so what?' until you reach the actionable conclusion",
          "familyLabel": null,
          "categoryName": "Consulting Framework",
          "categorySlug": "consulting-framework"
        },
        "matchId": "7d351594-e5d5-4f56-831e-33e1f8bcec2d",
        "evidence": "The deck presents a series of logical and connected arguments to support its thesis",
        "position": 2,
        "objective": "Build a logical case for the thesis",
        "confidence": 0.7,
        "extraction": {
          "at": "2026-07-16 22:00:45.207918+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": "doc-narrative-v1"
        }
      }
    ],
    "tools": [
      {
        "tool": {
          "name": "Before/after framing",
          "slug": "before-after-framing",
          "status": "active",
          "bestFor": "For turnaround / reform proposals",
          "canonId": "019dd9e1-528b-72ec-a563-e5dcb9410f67",
          "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.",
          "familyLabel": null,
          "categoryName": null,
          "categorySlug": null
        },
        "agent": null,
        "layer": "document",
        "agents": null,
        "matchId": "058471ad-4275-4883-bb26-667f7a54066d",
        "evidence": null,
        "pageRefs": null,
        "priority": null,
        "whenToUse": "For turnaround / reform proposals",
        "confidence": null,
        "extraction": {
          "at": "2026-04-29 12:07:50.073129+00",
          "model": "unknown-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": null,
        "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).",
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "CEO quote contradiction",
          "slug": "ceo-quote-contradiction",
          "status": "active",
          "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.",
          "familyLabel": null,
          "categoryName": null,
          "categorySlug": null
        },
        "agent": null,
        "layer": "document",
        "agents": null,
        "matchId": "d8ab3c4c-006e-43e0-a44b-d7ebdecf456c",
        "evidence": null,
        "pageRefs": null,
        "priority": null,
        "whenToUse": "When management credibility is the lever",
        "confidence": null,
        "extraction": {
          "at": "2026-04-29 12:07:50.073129+00",
          "model": "unknown-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": null,
        "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.",
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "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": "document",
        "agents": null,
        "matchId": "9d736ab4-8ef2-4cd4-9d48-f7ac5e8995f1",
        "evidence": null,
        "pageRefs": null,
        "priority": null,
        "whenToUse": "When relative underperformance is the core argument",
        "confidence": null,
        "extraction": {
          "at": "2026-04-29 12:07:50.073129+00",
          "model": "unknown-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": null,
        "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.",
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Villain naming",
          "slug": "villain-naming",
          "status": "active",
          "bestFor": "When governance or specific decisions are the core thesis",
          "canonId": "019dd9e1-55a4-74db-9314-0ced4cd46cd2",
          "version": 1,
          "bodyDocId": "019dd9a1-88f1-72ad-8f4e-56ec29d7b369",
          "description": "You identify a **specific person** responsible for the target's underperformance\nor the behaviour you want changed — and name them. Not \"management\" or \"the\nboard\". A named executive or director with a specific failure attributable to\nthem.",
          "familyLabel": null,
          "categoryName": null,
          "categorySlug": null
        },
        "agent": null,
        "layer": "document",
        "agents": null,
        "matchId": "f30e0938-54e6-41a5-9c08-c4de6ab2d279",
        "evidence": "CEO Patrick Decker; Audit Chair Victoria Harker",
        "pageRefs": null,
        "priority": null,
        "whenToUse": "When governance or specific decisions are the core thesis",
        "confidence": null,
        "extraction": {
          "at": "2026-04-29 12:07:50.073129+00",
          "model": "unknown-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": null,
        "whyItWorks": "- **Accountability needs a face.** Voters (shareholders, regulators,\n  journalists) act faster against people than institutions.\n- **Credibility rises with specificity.** \"The CFO has repeatedly missed\n  guidance\" > \"Management has missed guidance\".\n- It **pre-empts evasion**. An individual can be removed; an abstraction\n  cannot.\n- It **forces the target to respond personally** — and their defensive\n  response usually generates more attention for your thesis.",
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Villain slide",
          "slug": "villain-slide",
          "status": "active",
          "bestFor": "In activist decks where the personality matters",
          "canonId": "019dd9e1-518c-7404-976a-5be5a517b659",
          "version": 1,
          "bodyDocId": null,
          "description": "A dedicated slide presenting the named villain visually",
          "familyLabel": null,
          "categoryName": null,
          "categorySlug": null
        },
        "agent": null,
        "layer": "document",
        "agents": null,
        "matchId": "1a89abf2-1e4b-4994-8cf8-0ea3cf304957",
        "evidence": null,
        "pageRefs": null,
        "priority": null,
        "whenToUse": "In activist decks where the personality matters",
        "confidence": null,
        "extraction": {
          "at": "2026-04-29 12:07:50.073129+00",
          "model": "unknown-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": null,
        "whyItWorks": "Makes the antagonist concrete",
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Executive summary",
          "slug": "executive-summary",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd9e1-4b63-72d5-9734-da757d91ca61",
          "version": 1,
          "bodyDocId": null,
          "description": "A condensed view of the entire argument on a single slide / block.",
          "familyLabel": null,
          "categoryName": null,
          "categorySlug": null
        },
        "agent": null,
        "layer": "slide",
        "agents": null,
        "matchId": "3388b60e-6ccf-409a-a7a6-09cc34381504",
        "evidence": "The slide is titled 'Executive Summary' and has a type of 'executive_summary'.",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-07-16 23:06:16.983548+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 5,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": "common",
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Comparison frame",
          "slug": "comparison-frame",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd9e1-484b-7399-a4fc-d14644b99f93",
          "version": 1,
          "bodyDocId": null,
          "description": "Two or more states/subjects placed side by side to expose a gap.",
          "familyLabel": null,
          "categoryName": null,
          "categorySlug": null
        },
        "agent": null,
        "layer": "slide",
        "agents": null,
        "matchId": "780c1dba-2349-46c2-ac49-6c478b1288c7",
        "evidence": "comparison_table",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.7,
        "extraction": {
          "at": "2026-07-16 23:05:21.515541+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 41,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": "common",
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Table data",
          "slug": "table-data",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd9e1-4fab-7168-a82f-b847350a006d",
          "version": 1,
          "bodyDocId": null,
          "description": "Tabular layouts of structured data.",
          "familyLabel": null,
          "categoryName": null,
          "categorySlug": null
        },
        "agent": null,
        "layer": "slide",
        "agents": null,
        "matchId": "17bf7d08-1237-4a10-a88c-f144062d2312",
        "evidence": "table/data: Xylem and Evoqua's Working Capital table",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-07-16 23:05:21.476456+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 41,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": "common",
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Section divider",
          "slug": "section-divider",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd9e1-4c66-707d-8d1f-6e14547134c7",
          "version": 1,
          "bodyDocId": null,
          "description": "A transitional slide marking the start of a new section.",
          "familyLabel": null,
          "categoryName": null,
          "categorySlug": null
        },
        "agent": null,
        "layer": "slide",
        "agents": null,
        "matchId": "c0c47801-4c47-4c36-b424-da94cf8dbaa7",
        "evidence": "section_divider",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-07-16 23:05:21.590104+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 42,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": "common",
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Table data",
          "slug": "table-data",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd9e1-4fab-7168-a82f-b847350a006d",
          "version": 1,
          "bodyDocId": null,
          "description": "Tabular layouts of structured data.",
          "familyLabel": null,
          "categoryName": null,
          "categorySlug": null
        },
        "agent": null,
        "layer": "slide",
        "agents": null,
        "matchId": "07f1a032-c741-4cc8-bc78-daaf6ce2fb3a",
        "evidence": "table/data: Comparison table with columns: Topic, Perception, Spruce Point Reality of Xylem & Evoqua",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.8,
        "extraction": {
          "at": "2026-07-16 23:05:21.662174+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 43,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": "common",
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Table data",
          "slug": "table-data",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd9e1-4fab-7168-a82f-b847350a006d",
          "version": 1,
          "bodyDocId": null,
          "description": "Tabular layouts of structured data.",
          "familyLabel": null,
          "categoryName": null,
          "categorySlug": null
        },
        "agent": null,
        "layer": "slide",
        "agents": null,
        "matchId": "cea5e350-1bb7-423c-bf66-614966c79876",
        "evidence": "table/data: Background To The Merger From Proxy; Spruce Point Question; Fmr. Xylem Executive Response (1); Fmr. Xylem Executive Response (2)",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.8,
        "extraction": {
          "at": "2026-07-16 23:05:21.733839+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 44,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": "common",
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Table data",
          "slug": "table-data",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd9e1-4fab-7168-a82f-b847350a006d",
          "version": 1,
          "bodyDocId": null,
          "description": "Tabular layouts of structured data.",
          "familyLabel": null,
          "categoryName": null,
          "categorySlug": null
        },
        "agent": null,
        "layer": "slide",
        "agents": null,
        "matchId": "fa9da2a0-a6d1-410b-9e61-7d58ab4c8b5a",
        "evidence": "table/data: Statements On Digital Backlog And Margin",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.8,
        "extraction": {
          "at": "2026-07-16 23:05:21.806083+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 45,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": "common",
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Table data",
          "slug": "table-data",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd9e1-4fab-7168-a82f-b847350a006d",
          "version": 1,
          "bodyDocId": null,
          "description": "Tabular layouts of structured data.",
          "familyLabel": null,
          "categoryName": null,
          "categorySlug": null
        },
        "agent": null,
        "layer": "slide",
        "agents": null,
        "matchId": "1c34bab6-5d8d-4ffa-9384-676d7c53f94b",
        "evidence": "table/data: Xylem's Productivity As Measured As Revenue and Adjusted EBITDA Per Employee table",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.8,
        "extraction": {
          "at": "2026-07-16 23:05:21.881509+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 46,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": "common",
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Table data",
          "slug": "table-data",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd9e1-4fab-7168-a82f-b847350a006d",
          "version": 1,
          "bodyDocId": null,
          "description": "Tabular layouts of structured data.",
          "familyLabel": null,
          "categoryName": null,
          "categorySlug": null
        },
        "agent": null,
        "layer": "slide",
        "agents": null,
        "matchId": "ed9c73b5-e565-40e8-b55d-020feb49db7a",
        "evidence": "table/data: Pure Deal Announcement Shows High EBITDA Margins: \"Pure Technologies reported consolidated revenue of CAD $126 million...\" ",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.8,
        "extraction": {
          "at": "2026-07-16 23:05:21.956794+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 47,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": "common",
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Table data",
          "slug": "table-data",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd9e1-4fab-7168-a82f-b847350a006d",
          "version": 1,
          "bodyDocId": null,
          "description": "Tabular layouts of structured data.",
          "familyLabel": null,
          "categoryName": null,
          "categorySlug": null
        },
        "agent": null,
        "layer": "slide",
        "agents": null,
        "matchId": "ea9ecb97-a27c-4e38-9cb3-219d559a2b98",
        "evidence": "table/data: Expectations For Xylem and Evoqua table showing Revenue and Adj. EBITDA for 2022, 2023E, and 2024E.",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.7,
        "extraction": {
          "at": "2026-07-16 23:05:22.026569+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 48,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": "common",
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Table data",
          "slug": "table-data",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd9e1-4fab-7168-a82f-b847350a006d",
          "version": 1,
          "bodyDocId": null,
          "description": "Tabular layouts of structured data.",
          "familyLabel": null,
          "categoryName": null,
          "categorySlug": null
        },
        "agent": null,
        "layer": "slide",
        "agents": null,
        "matchId": "2c5d9d4c-912f-4be9-9172-68f9996d92be",
        "evidence": "table/data: Analysis of Consensus Estimates Pre / Post Evoqua Transaction",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.8,
        "extraction": {
          "at": "2026-07-16 23:05:22.098587+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 49,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": "common",
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Table data",
          "slug": "table-data",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd9e1-4fab-7168-a82f-b847350a006d",
          "version": 1,
          "bodyDocId": null,
          "description": "Tabular layouts of structured data.",
          "familyLabel": null,
          "categoryName": null,
          "categorySlug": null
        },
        "agent": null,
        "layer": "slide",
        "agents": null,
        "matchId": "c0e2febb-7233-473a-8c45-4616849f027f",
        "evidence": "table/data: Quotes Analyzing The Connections Between Xylem and Evoqua Water",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.8,
        "extraction": {
          "at": "2026-07-16 23:05:22.16832+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 50,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": "common",
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Table data",
          "slug": "table-data",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd9e1-4fab-7168-a82f-b847350a006d",
          "version": 1,
          "bodyDocId": null,
          "description": "Tabular layouts of structured data.",
          "familyLabel": null,
          "categoryName": null,
          "categorySlug": null
        },
        "agent": null,
        "layer": "slide",
        "agents": null,
        "matchId": "440a33ec-8668-493c-84a3-741ef242fb62",
        "evidence": "table/data: Pro Forma Income Statement table showing Xylem, Evoqua, Transaction Adjustments, and Pro Forma Combined figures.",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.8,
        "extraction": {
          "at": "2026-07-16 23:05:22.23951+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 51,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": "common",
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Waterfall / value bridge",
          "slug": "waterfall-bridge",
          "status": "active",
          "bestFor": null,
          "canonId": "019de52d-19c5-727e-8889-b0b361655fca",
          "version": 1,
          "bodyDocId": null,
          "description": null,
          "familyLabel": null,
          "categoryName": null,
          "categorySlug": null
        },
        "agent": null,
        "layer": "slide",
        "agents": null,
        "matchId": "32b6e5f5-a61d-4234-af6c-2f22c98ea8a0",
        "evidence": "The slide features a waterfall chart showing the adjusted EBITDA margin for Q1 2023 and Q2 2023.",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.8,
        "extraction": {
          "at": "2026-07-16 23:05:42.267086+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 60,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Thesis archetype",
          "slug": "thesis-archetype",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd9e1-4b0b-7428-9b26-f171d1e753fb",
          "version": 1,
          "bodyDocId": null,
          "description": "A canonical investment / activist thesis shape (breakup, fraud, governance).",
          "familyLabel": null,
          "categoryName": null,
          "categorySlug": null
        },
        "agent": null,
        "layer": "slide",
        "agents": null,
        "matchId": "e46ab849-9f61-48a7-98d1-1924a5517f00",
        "evidence": "The slide presents a clear and concise thesis statement, 'Why We Conservatively Estimate 30% – 45% Downside Risk To Xylem’s Share Price', which is a characteristic of a thesis archetype.",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.7,
        "extraction": {
          "at": "2026-07-16 23:05:22.663121+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 77,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": "optional",
        "narrativePurpose": null
      }
    ],
    "frameworks": [
      {
        "matchId": "a34adbcd-d4df-4fe2-b9ca-96c484162e9e",
        "evidence": "The slide presents a structured table of historical cases to support a current thesis.",
        "framework": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-05-02 20:29:38.53+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 3,
        "frameworkName": "precedent_table"
      },
      {
        "matchId": "9ebfbe85-b963-48b1-b6e9-0e09084056f2",
        "evidence": "The slide explicitly details accounting machinations, SEC investigations, and concerns over financial statement accuracy.",
        "framework": null,
        "confidence": 0.95,
        "extraction": {
          "at": "2026-05-02 20:29:36.37+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 6,
        "frameworkName": "fraud-exposure"
      },
      {
        "matchId": "f8ba7dd7-7ee4-4f47-bebf-91b92b744a28",
        "evidence": "Highlighting red flags and accounting concerns to cast doubt on management.",
        "framework": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-05-02 20:29:36.152+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 7,
        "frameworkName": "fraud-exposure"
      },
      {
        "matchId": "baf748d9-021c-4a3b-923d-df29c7c6df7c",
        "evidence": "Chronological presentation of events leading to a specific outcome.",
        "framework": null,
        "confidence": 1,
        "extraction": {
          "at": "2026-05-02 20:29:36.152+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 7,
        "frameworkName": "timeline"
      },
      {
        "matchId": "09232c34-591b-459b-b259-01f88da166d8",
        "evidence": "The slide systematically lists events to expose potential accounting fraud and management negligence.",
        "framework": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-05-02 20:29:37.11+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 8,
        "frameworkName": "fraud-exposure"
      },
      {
        "matchId": "d3aba680-5292-4d5c-b832-434feb09a334",
        "evidence": "The slide is structured as a direct comparison between two opposing viewpoints (Perception vs. Reality).",
        "framework": null,
        "confidence": 1,
        "extraction": {
          "at": "2026-05-02 20:29:36.707+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 9,
        "frameworkName": "comparison-frame"
      },
      {
        "matchId": "d9f49000-f83f-4d0a-9837-ca9a4322743b",
        "evidence": "Direct comparison of conflicting financial statements to allege inaccuracy.",
        "framework": null,
        "confidence": 0.95,
        "extraction": {
          "at": "2026-05-02 20:29:36.864+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 10,
        "frameworkName": "fraud-exposure"
      },
      {
        "matchId": "a77e60eb-fbfe-4d89-9be1-1920dde18b50",
        "evidence": "Systematic breakdown of financial reporting inconsistencies and management claims.",
        "framework": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-05-02 20:29:36.306+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 11,
        "frameworkName": "fraud-exposure"
      },
      {
        "matchId": "d62b8fac-5946-4364-9179-94affea6119d",
        "evidence": "Frames the new hire as a continuation of a previously identified failed executive.",
        "framework": null,
        "confidence": 0.85,
        "extraction": {
          "at": "2026-05-02 20:29:42.255+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 12,
        "frameworkName": "antagonist-introduction"
      },
      {
        "matchId": "150c5e1a-547b-4c9e-8973-62b1bdf828ac",
        "evidence": "Contrasting company promises with performance data to allege failure/misleading statements.",
        "framework": null,
        "confidence": 0.85,
        "extraction": {
          "at": "2026-05-02 20:29:38.407+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 14,
        "frameworkName": "fraud-exposure"
      },
      {
        "matchId": "ab2854df-d6f3-4a74-9858-80a027dfade5",
        "evidence": "Contrasts company guidance with expert testimony",
        "framework": null,
        "confidence": 1,
        "extraction": {
          "at": "2026-05-02 20:29:37.326+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 15,
        "frameworkName": "expose_contradiction"
      },
      {
        "matchId": "a4f9a914-d811-4b3e-adf3-1ae18ac802ad",
        "evidence": "Contrasts public company statements with private expert interview to undermine growth thesis.",
        "framework": null,
        "confidence": 1,
        "extraction": {
          "at": "2026-05-02 20:29:37.953+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 16,
        "frameworkName": "expose_contradiction"
      },
      {
        "matchId": "efd552f3-5684-496b-8c1c-13f546c4b46c",
        "evidence": "Direct juxtaposition of company promotional quotes against critical expert testimony.",
        "framework": null,
        "confidence": 1,
        "extraction": {
          "at": "2026-05-02 20:29:38.205+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 17,
        "frameworkName": "ceo-quote-contradiction"
      },
      {
        "matchId": "22298013-8794-4b58-8f35-d0c0439efe38",
        "evidence": "Uses a former executive quote to contradict management's financial guidance narrative.",
        "framework": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-05-02 20:29:38.53+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 18,
        "frameworkName": "ceo-quote-contradiction"
      },
      {
        "matchId": "a97f5198-34ab-41fb-ba3d-4a38881d2e17",
        "evidence": "The slide uses financial data to expose potential accounting or operational contradictions regarding asset health.",
        "framework": null,
        "confidence": 0.85,
        "extraction": {
          "at": "2026-05-02 20:29:38.105+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 19,
        "frameworkName": "fraud-exposure"
      },
      {
        "matchId": "2ac543fb-c304-4be4-b848-39cd009f1264",
        "evidence": "The slide uses financial data to argue that the company is masking weakness or failing in its stated digital strategy.",
        "framework": null,
        "confidence": 0.8,
        "extraction": {
          "at": "2026-05-02 20:29:37.874+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 21,
        "frameworkName": "fraud-exposure"
      },
      {
        "matchId": "63160c45-c5c4-4221-9e81-fd137bcbe16d",
        "evidence": "Contrasts CEO quote with historical title data to expose a lie.",
        "framework": null,
        "confidence": 1,
        "extraction": {
          "at": "2026-05-02 20:29:39.928+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 22,
        "frameworkName": "ceo-quote-contradiction"
      },
      {
        "matchId": "7a113028-1272-4203-bfee-9594860c1264",
        "evidence": "Compares 2018 detailed reporting vs 2020/2022 reduced reporting to show decline in transparency.",
        "framework": null,
        "confidence": 0.95,
        "extraction": {
          "at": "2026-05-02 20:29:39.656+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 23,
        "frameworkName": "before-after-framing"
      },
      {
        "matchId": "08e63ef4-b4fc-48a3-a9e9-55b272873544",
        "evidence": "Argues that reduced disclosure is a deliberate attempt to hide segment failure.",
        "framework": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-05-02 20:29:39.656+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 23,
        "frameworkName": "fraud-exposure"
      },
      {
        "matchId": "b56bd9d3-d3da-44cb-97e0-724fca8fc59f",
        "evidence": "The slide explicitly contrasts the CEO's public narrative about scaling with the former executive's internal reality.",
        "framework": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-05-02 20:29:39.461+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 24,
        "frameworkName": "ceo-quote-contradiction"
      },
      {
        "matchId": "ba2489a5-3e89-4f8d-b7be-b57ddcd3dd1a",
        "evidence": "Contrasting management quotes with quantitative metrics to expose potential misrepresentation.",
        "framework": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-05-02 20:29:39.762+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 25,
        "frameworkName": "fraud-exposure"
      },
      {
        "matchId": "e7a66d6b-10a9-49bf-a444-707d651f05eb",
        "evidence": "Forensic analysis of financial disclosures to identify hidden costs and management behavior.",
        "framework": null,
        "confidence": 0.85,
        "extraction": {
          "at": "2026-05-02 20:29:42.785+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 26,
        "frameworkName": "fraud-exposure"
      },
      {
        "matchId": "2e191568-5061-4ac3-9638-df2223dab864",
        "evidence": "The slide explicitly frames a company's financial disclosure as evidence of deteriorating quality and potential risk, a hallmark of activist short-selling research.",
        "framework": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-05-02 20:29:39.87+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 29,
        "frameworkName": "fraud-exposure"
      },
      {
        "matchId": "c3c7e76f-2e1a-474b-8883-59c1342310f8",
        "evidence": "Highlights legal charges and investigation to frame Evoqua as a risky acquisition target.",
        "framework": null,
        "confidence": 0.85,
        "extraction": {
          "at": "2026-05-02 20:29:41.071+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 31,
        "frameworkName": "antagonist-introduction"
      },
      {
        "matchId": "34d3ef1c-c6bc-40c1-b6d9-a91b42b379d5",
        "evidence": "The slide explicitly frames the accounting discrepancy as evidence of potential fraud or untrustworthy financial reporting.",
        "framework": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-05-02 20:29:40.624+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 32,
        "frameworkName": "fraud-exposure"
      },
      {
        "matchId": "ca5d8ccd-675a-4c3c-8c01-662a7f277401",
        "evidence": "The slide explicitly identifies 'dubious EBITDA' and 'accounting irregularities' to expose potential financial manipulation.",
        "framework": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-05-02 20:29:43.437+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 34,
        "frameworkName": "fraud-exposure"
      },
      {
        "matchId": "bda4dab2-00e2-4c79-8676-8c04d4dbd116",
        "evidence": "The slide explicitly frames the accounting treatment as a questionable practice to manipulate financial results.",
        "framework": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-05-02 20:29:43.667+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 35,
        "frameworkName": "fraud-exposure"
      },
      {
        "matchId": "ff14b696-7539-4bf9-8d2e-6771c4c4c700",
        "evidence": "Contrasts management quote with financial data to expose potential manipulation.",
        "framework": null,
        "confidence": 0.95,
        "extraction": {
          "at": "2026-05-02 20:29:40.985+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 36,
        "frameworkName": "ceo-quote-contradiction"
      },
      {
        "matchId": "7de523ee-e6d5-4f65-bcb8-d0bebca09da1",
        "evidence": "The slide highlights a deliberate reduction in disclosure transparency to mask acquisition performance.",
        "framework": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-05-02 20:29:40.739+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 37,
        "frameworkName": "fraud-exposure"
      },
      {
        "matchId": "8a35a876-3e01-4169-91d5-8c9c7c342d59",
        "evidence": "CFO quote contrasted with actual margin data",
        "framework": null,
        "confidence": 1,
        "extraction": {
          "at": "2026-05-02 20:29:40.95+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 38,
        "frameworkName": "ceo-quote-contradiction"
      },
      {
        "matchId": "8e6fe862-1fe7-4ad0-94f5-36d4f6f4264b",
        "evidence": "SEC charges mentioned in text",
        "framework": null,
        "confidence": 1,
        "extraction": {
          "at": "2026-05-02 20:29:40.95+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 38,
        "frameworkName": "fraud-exposure"
      },
      {
        "matchId": "fb11fdec-6f05-4ecc-8405-6be3976f8dcb",
        "evidence": "The slide explicitly links a specific accounting disclosure to past SEC fraud charges to cast doubt on current management.",
        "framework": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-05-02 20:29:41.124+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 39,
        "frameworkName": "fraud-exposure"
      },
      {
        "matchId": "8bdafba3-3a6e-4783-829d-664993fc43b0",
        "evidence": "Highlights specific textual omissions and revisions in regulatory filings to suggest management is downplaying risks or weakening growth narratives.",
        "framework": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-05-02 20:29:40.759+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 40,
        "frameworkName": "fraud-exposure"
      },
      {
        "matchId": "390133de-4a21-4f8f-8dc4-433adcdf0928",
        "evidence": "The slide explicitly structures content as 'Perception' vs 'Spruce Point Reality'",
        "framework": null,
        "confidence": 1,
        "extraction": {
          "at": "2026-05-02 20:29:40.781+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 43,
        "frameworkName": "Perception vs Reality"
      },
      {
        "matchId": "c886c1d0-70b5-4d3f-81a0-14a2a137cd4b",
        "evidence": "Uses executive interviews to contradict the strategic rationale of the merger.",
        "framework": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-05-02 20:29:44.202+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 44,
        "frameworkName": "ceo-quote-contradiction"
      },
      {
        "matchId": "515ac248-4d16-4c81-acc0-fadf10a4efac",
        "evidence": "Contrasts management quotes with internal executive testimony and financial data.",
        "framework": null,
        "confidence": 1,
        "extraction": {
          "at": "2026-05-02 20:29:42.045+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 45,
        "frameworkName": "ceo-quote-contradiction"
      },
      {
        "matchId": "0af10092-5ac9-4525-8232-9d5d6558873f",
        "evidence": "Contrasts management quote with internal executive feedback and data.",
        "framework": null,
        "confidence": 1,
        "extraction": {
          "at": "2026-05-02 20:29:42.309+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 46,
        "frameworkName": "ceo-quote-contradiction"
      },
      {
        "matchId": "5903dceb-34b1-4771-af77-f641827da259",
        "evidence": "Contrasts executive warning with company financial disclosures.",
        "framework": null,
        "confidence": 0.95,
        "extraction": {
          "at": "2026-05-02 20:29:42.092+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 47,
        "frameworkName": "expose_contradiction"
      },
      {
        "matchId": "a0eb8ab5-8ab7-4861-af87-318d4c029c77",
        "evidence": "The slide explicitly challenges market consensus estimates to preemptively discredit the bull case for the acquisition.",
        "framework": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-05-02 20:29:42.383+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 48,
        "frameworkName": "preempt_rebuttal"
      },
      {
        "matchId": "01c649be-8643-4d7e-a599-0fb090519a74",
        "evidence": "The slide explicitly contrasts management guidance ($140m cost synergies, no revenue synergies) with market consensus estimates (implied revenue/EBITDA increases).",
        "framework": null,
        "confidence": 1,
        "extraction": {
          "at": "2026-05-02 20:29:42.722+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 49,
        "frameworkName": "expose_contradiction"
      },
      {
        "matchId": "a47015ea-3402-44c0-96fc-fb600d76393b",
        "evidence": "Contrasting CEO public statements with internal employment contracts and annual reports.",
        "framework": null,
        "confidence": 0.95,
        "extraction": {
          "at": "2026-05-02 20:29:43.009+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 50,
        "frameworkName": "ceo-quote-contradiction"
      },
      {
        "matchId": "140ba532-1af9-4c5c-bf94-68383ea2d428",
        "evidence": "The slide explicitly labels a financial column as 'This contradicts reality' and juxtaposes it with an interview quote.",
        "framework": null,
        "confidence": 1,
        "extraction": {
          "at": "2026-05-02 20:29:42.958+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 51,
        "frameworkName": "expose_contradiction"
      },
      {
        "matchId": "8b8252cc-d12a-4afb-a79f-41f5ba8aa7cc",
        "evidence": "Contrasts public marketing claims with buried legal disclosures.",
        "framework": null,
        "confidence": 1,
        "extraction": {
          "at": "2026-05-02 20:29:48.064+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 52,
        "frameworkName": "expose_contradiction"
      },
      {
        "matchId": "d52822b0-8ca5-4761-935e-b5be07f206c2",
        "evidence": "The slide explicitly juxtaposes executive quotes against a stated fact to expose a contradiction.",
        "framework": null,
        "confidence": 1,
        "extraction": {
          "at": "2026-05-02 20:29:42.864+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 53,
        "frameworkName": "ceo-quote-contradiction"
      },
      {
        "matchId": "add5a2f3-32b6-4aea-92f9-041a72b6365c",
        "evidence": "The slide explicitly challenges the accuracy of a public proxy statement regarding cash liquidity.",
        "framework": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-05-02 20:29:43.079+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 54,
        "frameworkName": "fraud-exposure"
      },
      {
        "matchId": "a84538a3-6a4b-4655-9af6-43dd21c6be60",
        "evidence": "Systematic breakdown of financial discrepancies and management failures to discredit sell-side optimism.",
        "framework": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-05-02 20:29:43.12+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 56,
        "frameworkName": "fraud-exposure"
      },
      {
        "matchId": "1dc3d9b6-3d21-43be-b08d-86c4a16614f6",
        "evidence": "Direct comparison of conflicting financial statements to allege inaccuracy.",
        "framework": null,
        "confidence": 1,
        "extraction": {
          "at": "2026-05-02 20:29:43.609+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 57,
        "frameworkName": "fraud-exposure"
      },
      {
        "matchId": "283cf08a-be1d-4adc-8598-656b5cb99321",
        "evidence": "Highlighting discrepancies in financial reporting to suggest accounting manipulation.",
        "framework": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-05-02 20:29:43.487+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 58,
        "frameworkName": "fraud-exposure"
      },
      {
        "matchId": "5846369f-3c80-4f34-bc08-b048707eb0a8",
        "evidence": "Contrasting company claims with actual financial filings to expose misrepresentation.",
        "framework": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-05-02 20:29:47.525+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 59,
        "frameworkName": "fraud-exposure"
      },
      {
        "matchId": "67c9bd50-2cf4-4b57-b85f-45b49ea43a7e",
        "evidence": "Highlighting discrepancies between company narrative and financial reality",
        "framework": null,
        "confidence": 0.85,
        "extraction": {
          "at": "2026-05-02 20:29:48.975+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 60,
        "frameworkName": "fraud-exposure"
      },
      {
        "matchId": "f666aed0-f21c-426f-a6c7-1c1709e5d1b7",
        "evidence": "Contrasts previous detailed disclosure with current opaque reporting.",
        "framework": null,
        "confidence": 0.8,
        "extraction": {
          "at": "2026-05-02 20:29:44.346+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 61,
        "frameworkName": "ceo-quote-contradiction"
      },
      {
        "matchId": "a5df9235-7f16-4f7f-bfa2-e8a0bccfbb1f",
        "evidence": "Uses financial data to expose a contradiction between company performance and market expectations.",
        "framework": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-05-02 20:29:44.808+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 62,
        "frameworkName": "fraud-exposure"
      },
      {
        "matchId": "33a0c124-efae-478d-81f6-8664d9dfe977",
        "evidence": "Contrasts CFO quote with financial data showing lack of guidance and high costs.",
        "framework": null,
        "confidence": 0.95,
        "extraction": {
          "at": "2026-05-02 20:29:44.838+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 63,
        "frameworkName": "ceo-quote-contradiction"
      },
      {
        "matchId": "1d76297b-b9e6-4bb7-8455-9b2ebb0a7c6a",
        "evidence": "The slide explicitly identifies and critiques specific accounting adjustments to expose potential manipulation.",
        "framework": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-05-02 20:29:45.154+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 64,
        "frameworkName": "fraud-exposure"
      },
      {
        "matchId": "5d3ed737-10c8-454d-81f5-e7c079490522",
        "evidence": "The slide explicitly questions the accuracy of financial reporting regarding inorganic growth.",
        "framework": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-05-02 20:29:49.916+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 65,
        "frameworkName": "fraud-exposure"
      },
      {
        "matchId": "2d6a0196-b76e-4a39-9db0-e455dd06e2f6",
        "evidence": "The slide explicitly points out a contradiction between public statements and financial filings to suggest misleading reporting.",
        "framework": null,
        "confidence": 0.95,
        "extraction": {
          "at": "2026-05-02 20:29:45.657+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 66,
        "frameworkName": "fraud-exposure"
      },
      {
        "matchId": "749e135e-e4e6-41c9-b7a2-e4b07475e23a",
        "evidence": "The slide explicitly challenges the accounting treatment of transaction costs to expose potential financial misrepresentation.",
        "framework": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-05-02 20:29:45.856+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 67,
        "frameworkName": "fraud-exposure"
      },
      {
        "matchId": "85080f6f-2700-418d-844b-1e8c812e9d74",
        "evidence": "The slide explicitly calls out an accounting discrepancy to suggest potential manipulation or error in financial reporting.",
        "framework": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-05-02 20:29:45.748+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 69,
        "frameworkName": "fraud-exposure"
      },
      {
        "matchId": "d5c7d7c2-a116-4cfe-bf73-c601a33f234b",
        "evidence": "The slide explicitly aims to expose a contradiction in company financial reporting to suggest misleading guidance.",
        "framework": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-05-02 20:29:45.297+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 70,
        "frameworkName": "fraud-exposure"
      },
      {
        "matchId": "be6a7689-5bd4-4d5c-af92-44af0f01d86a",
        "evidence": "The slide explicitly links a current board member to a historical accounting fraud to question their suitability.",
        "framework": null,
        "confidence": 0.95,
        "extraction": {
          "at": "2026-05-02 20:29:46.405+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 72,
        "frameworkName": "fraud-exposure"
      },
      {
        "matchId": "cd3c881a-700c-40ad-86c1-89ac73e7f533",
        "evidence": "The slide explicitly links a board member's tenure to negative corporate events and lack of disclosure to build a case of mismanagement.",
        "framework": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-05-02 20:29:45.599+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 73,
        "frameworkName": "fraud-exposure"
      },
      {
        "matchId": "a39d771c-017a-4f4d-bca0-ce0e7df758ca",
        "evidence": "Highlighting poor governance/shareholder support to discredit a nominee.",
        "framework": null,
        "confidence": 0.8,
        "extraction": {
          "at": "2026-05-02 20:29:45.79+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 74,
        "frameworkName": "fraud-exposure"
      },
      {
        "matchId": "57ce0ee3-0496-4344-9185-fcc91a2c01d7",
        "evidence": "The slide contrasts management's stated compensation policy with the activist's interpretation of it as a 'farcical' benefit.",
        "framework": null,
        "confidence": 0.85,
        "extraction": {
          "at": "2026-05-02 20:29:46.718+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 75,
        "frameworkName": "ceo-quote-contradiction"
      },
      {
        "matchId": "97d66f08-186a-4013-b23f-275d4ecb8442",
        "evidence": "Contrasts CEO's public deal-making with private stock liquidation plan.",
        "framework": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-05-02 20:29:46.539+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 76,
        "frameworkName": "ceo-quote-contradiction"
      },
      {
        "matchId": "166f2f0f-0cec-4f07-ab1c-fb07cc728a82",
        "evidence": "The slide explicitly calls out a failure in financial data providers to capture operating leases, implying a hidden liability.",
        "framework": null,
        "confidence": 0.85,
        "extraction": {
          "at": "2026-05-02 20:29:46.304+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 78,
        "frameworkName": "fraud-exposure"
      },
      {
        "matchId": "5029bef0-8b6a-4b12-88e5-41471df98037",
        "evidence": "Directly challenges analyst claims with investigative findings to expose potential overvaluation and faulty assumptions.",
        "framework": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-05-02 20:29:45.606+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 79,
        "frameworkName": "fraud-exposure"
      },
      {
        "matchId": "ac86b6a7-959f-470a-92cf-eae245f34e0b",
        "evidence": "The slide explicitly lists risks to counter the bullish sentiment of sell-side analysts.",
        "framework": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-05-02 20:29:46.61+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 80,
        "frameworkName": "preempt_rebuttal"
      },
      {
        "matchId": "9728a3e0-5bb4-4e4e-917a-988d51f99da5",
        "evidence": "The slide uses a peer comparison table to frame Xylem's valuation as 'extreme' relative to competitors.",
        "framework": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-05-02 20:29:46.505+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 81,
        "frameworkName": "comparison_frame"
      },
      {
        "matchId": "81562580-e93e-430e-ad3f-fdc12b9b0500",
        "evidence": "The table calculates equity value and share price based on multiple compression scenarios.",
        "framework": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-05-02 20:29:47.067+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 82,
        "frameworkName": "valuation-bridge"
      }
    ],
    "patterns": []
  },
  "storymakers": null,
  "score": null,
  "review": null,
  "activistThesis": {
    "tone": "adversarial",
    "notes": "Cinematic AI-generated cover image (rusty leaking pipe with a rat) is a Spruce-Point signature and reinforces the 'leak in the bull case' frame. Standout rhetorical move is side-by-side display of two SEC-vs-website cash-flow statements (p10) — concrete, visual, and damning. 'Perception vs. Spruce Point Reality' table on p9 is a clean before/after device. Generac analogue (p12) doubles as a track-record flex and a prediction. WorldCom/MCI Group precedent attached to the Audit Chair adds personal-stakes governance angle. No stake size disclosed (typical for short reports). Author of record is the firm; Spruce Point is led by Ben Axler but the deck is not personally signed.",
    "kpisCited": [
      {
        "detail": "22x 2023E adjusted EBITDA, all-stock, ~25% dilution to Xylem holders",
        "metric": "Evoqua acquisition multiple"
      },
      {
        "detail": "$140m headline synergies, but ex-executives say $200m needed and $90m of cost-to-achieve was buried in the proxy",
        "metric": "Cost synergies disclosed vs needed"
      },
      {
        "detail": "Net cash from operating activities differs by $86m between 8-K filed and website-posted statements",
        "metric": "Cash-flow statement discrepancy"
      },
      {
        "detail": "Revenue ~8% below plan; $49m pre-tax net loss from continuing operations",
        "metric": "Evoqua Q1 contribution"
      },
      {
        "detail": "Acquired Evoqua receivables marked at $432m on balance sheet but disclosed as $322m fair value",
        "metric": "Receivables fair-value mismatch"
      },
      {
        "detail": "$135m, exceeding any prior full year; deferred tax liability jumped to $738m",
        "metric": "H1-2023 cash taxes paid"
      },
      {
        "detail": "$119 implies only 13% upside vs. ~5% risk-free yield in cash",
        "metric": "Sell-side average price target"
      },
      {
        "detail": "$27.6bn at 21.7x 2023E EBITDA / 3.9x sales — premium to water-industrial peer set",
        "metric": "Pro-forma enterprise value"
      },
      {
        "detail": "Base case 2.5x sales / 14.0x EBITDA on 2024E implies $74.80-$75.01 per share",
        "metric": "Spruce Point downside multiples"
      }
    ],
    "closingAsk": "Sell or short Xylem on a Strong Sell opinion targeting 30-45% downside, demand CEO Patrick Decker's resignation, and vote against Audit Chair Victoria Harker.",
    "extraction": {
      "at": "2026-04-22 21:47:17+00",
      "model": "unknown-legacy",
      "runId": null,
      "seconds": 150.56375,
      "promptVersion": null
    },
    "scqaReward": "Spruce Point estimates 30-45% downside to a $58-$74 share price (versus $105) as Xylem's premium multiple compresses toward water and industrial peers carrying higher margins and less leverage.",
    "thesisTypes": [
      "fraud_exposure",
      "management_change",
      "governance_board"
    ],
    "top3Reasons": [
      "Xylem published two contradictory sets of H1-2023 cash-flow statements off by $86m",
      "Paid 22x EBITDA for SEC-fraud-charged Evoqua after promising accretive deals only",
      "Audit Chair Harker was CFO at WorldCom's MCI Group during the historic accounting fraud"
    ],
    "scqaSituation": "Xylem is an S&P 500 water-technology company that just closed a $7.5 billion all-stock acquisition of Evoqua Water Technologies, promising $140m of cost synergies and an accretive, value-creating combination.",
    "thesisSummary": "Spruce Point argues that Xylem, an S&P 500 water-infrastructure company, destroyed value by paying a 22x EBITDA all-stock premium for Evoqua Water Technologies, a private-equity roll-up the SEC has charged with revenue-recognition fraud and the U.S. Attorney's office is still investigating. After a forensic review, Spruce Point identifies two divergent sets of H1-2023 cash-flow statements (off by $86m on operating cash) and finds that Xylem buried $90m of cost-to-achieve inside its $140m headline synergy claim, while former executives call the deal 'crazy expensive' and warn revenue synergies should be marked at zero. Governance concerns compound the case: CEO Patrick Decker entered a 10b5-1 sale program two weeks after announcing the deal, and Audit Chair Victoria Harker previously served as CFO of WorldCom's MCI Group. Spruce Point models 30-45% downside to $58-$74/share versus a $105 print.",
    "primaryDemands": [
      "CEO Patrick Decker should resign",
      "Vote against Audit Chair Victoria Harker at the next director election",
      "Regulators should expand the scope of the federal investigation into Evoqua",
      "Xylem must transparently quantify the $90m of cost-to-achieve synergies",
      "Xylem must quantify revenue dis-synergies and intercompany overlap with Evoqua"
    ],
    "scqaResolution": "Investors should reject management's narrative, demand CEO Patrick Decker resign, vote against Audit Chair Victoria Harker, and pressure regulators to widen the federal probe into Evoqua before more shoes drop.",
    "thesisOneLiner": "Xylem overpaid in stock for SEC-fraud-charged Evoqua, just published two contradictory cash-flow statements, and faces 30-45% downside as multiples compress toward water-industrial peers.",
    "precedentsCited": [
      "Spruce Point Generac (GNRC) short, June 2022 (-60%)",
      "Spruce Point Mettler-Toledo (MTD) short, July 2019 (-22%)",
      "Spruce Point A.O. Smith (AOS) short, May 2019 (-30%)",
      "Victoria Harker tenure at WorldCom / MCI Group accounting fraud",
      "Xylem's prior failed acquisitions of Sensus and Pure Technologies",
      "Generac COO Thomas Pettit's resignation prior to joining Xylem"
    ],
    "scqaComplication": "Evoqua was charged by the SEC with revenue-recognition fraud and remains under DOJ investigation; Xylem has published two divergent sets of cash-flow statements and former executives describe the 22x EBITDA price as 'crazy expensive' and dilutive.",
    "narrativeInterest": 5,
    "notableSlidePages": [
      1,
      6,
      10,
      12,
      81,
      82
    ],
    "peerCompaniesCited": [
      "Danaher (DHR)",
      "Ecolab (ECL)",
      "Pentair (PNR)",
      "A.O. Smith (AOS)",
      "Watts Water (WTS)",
      "Mueller Water (MWA)",
      "IDEX (IEX)",
      "Graco (GGG)",
      "Roper / Neptune",
      "Badger Meter (BMI)",
      "Itron (ITRI)",
      "Hayward Holdings (HAYW)",
      "Franklin Electric (FELE)",
      "Flowserve (FLS)",
      "Donaldson (DCI)",
      "Core & Main (CNM)",
      "Sulzer",
      "Kurita Water",
      "Generac (GNRC)",
      "Mettler-Toledo (MTD)"
    ],
    "valuationFrameworks": [
      "multiple_comparison"
    ],
    "visualCraftInterest": 4
  },
  "pitchdeck": {
    "metadata": null,
    "profile": null
  },
  "slides": [
    {
      "page": 1,
      "type": "setup",
      "title": "The slide uses a metaphorical image of a leaking pipe to represent a 'leak' in the investment thesis.",
      "function": "front_matter",
      "imagePath": "https://imgproxy.kitesheet.com/0eu-JnDXgl4gasiqn3z4pgn8DTwATkxKPjr8YpYiTTY/rs:fit:1200:1200:0/q:82/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy80MWFhN2U0NzZlOTEvcDAwMS5wbmc",
      "rawType": "cover",
      "block": null,
      "metadata": {
        "slideType": "cover",
        "slideTypeCanon": {
          "name": "Cover",
          "slug": "cover",
          "status": "active",
          "canonId": "019de52d-05f2-729d-9f93-e0504f0a2410",
          "version": 1,
          "description": null
        },
        "function": "front_matter",
        "functionCanon": {
          "name": "Front matter",
          "slug": "front_matter",
          "status": "active",
          "canonId": "019de52d-133d-73f0-9e26-201eda96b098",
          "version": 1,
          "description": null
        },
        "density": "sparse",
        "densityScore": 24,
        "componentCount": 6,
        "textChars": 203,
        "nDataPoints": 0,
        "notes": "The slide uses a metaphorical image of a leaking pipe to represent a 'leak' in the investment thesis.",
        "elementsJson": [
          "photo"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 20:29:38.272+00",
          "seconds": 5.506,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622c-750b-8b99-65deaf51fc65/1",
        "deck": "/decks/019dd923-622c-750b-8b99-65deaf51fc65",
        "deckAnchor": "/decks/019dd923-622c-750b-8b99-65deaf51fc65#slide-1",
        "deckJson": "/decks/019dd923-622c-750b-8b99-65deaf51fc65.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "A LEAK IN THE BULL CASE",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:43+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1c8-e3b6a4a0ee02",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 1,
            "w": 1,
            "x": 0,
            "y": 0
          },
          "kind": "image",
          "text": "A leaking pipe in an industrial setting with a rat on top.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Illustration",
              "slug": "illustration",
              "status": "active",
              "canonId": "019de52c-fe76-7772-a5ac-c0b7294d7615",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "illustration",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:38.272+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "29a11353-a734-4056-9677-1ee7595fe818",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.1,
            "w": 0.25,
            "x": 0.075,
            "y": 0.825
          },
          "kind": "image",
          "text": "Spruce Point Capital Management Investment Research Report",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Logo",
              "slug": "logo",
              "status": "active",
              "canonId": "019de52c-fdaf-743d-94c4-d7c6a0e55302",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "logo",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:38.272+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "d8a40acd-d2bc-4ccc-9fcd-6dea64c9d46e",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.25,
            "x": 0.075,
            "y": 0.79
          },
          "kind": "paragraph",
          "text": "Xylem Inc. | NYSE: XYL",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:38.272+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "d4ae4e6b-cbe6-443c-a981-d969e7c1fb2f",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.25,
            "x": 0.075,
            "y": 0.745
          },
          "kind": "title",
          "text": "STRONG SELL OPINION",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Action title",
              "slug": "action-title",
              "status": "active",
              "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "action-title",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:38.272+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "302fd7f8-bfef-45c9-80ca-669d4e52582e",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.25,
            "x": 0.075,
            "y": 0.68
          },
          "kind": "title",
          "text": "A Leak In The Bull Case",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:38.272+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "d792de60-c026-4a60-8636-b0a3de3fd4fc",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [],
      "loops": [
        {
          "to": 82,
          "from": 1,
          "loop": {
            "name": "27_cost_of_inaction",
            "slug": "27-cost-of-inaction",
            "status": "active",
            "bestFor": "Urgent budget requests, compliance, risk mitigation",
            "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
            "description": "Quantify what happens if the audience does nothing",
            "familyLabel": null
          },
          "matchId": "2fa1c508-68a2-4a6b-9e65-5ff630e9c720",
          "evidence": "The deck presents a detailed analysis of the risks and consequences of not taking action on Xylem's challenges",
          "position": 1,
          "objective": "Highlight the risks of not taking action",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.166406+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "thumbSrc": "https://imgproxy.kitesheet.com/UKfANqvX11McB2fQ1yPpnuCufyjpouN98aOuB-EdOhY/rs:fit:480:480:0/q:78/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy80MWFhN2U0NzZlOTEvcDAwMS5wbmc",
      "imagePathAlt": "https://imgproxy.kitesheet.com/14IOaZyzkMvyMItd21yL0HaSJee2Bw2ojO2KnJPAUAc/rs:fit:1200:1200:0/q:82/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy80MWFhN2U0NzZlOTEvcDAwMS5qcGc",
      "thumbSrcAlt": "https://imgproxy.kitesheet.com/gJjyKNqd_jzA3yH_1EfeZYNek8KIKs_p-AraQPJ4qLI/rs:fit:480:480:0/q:78/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy80MWFhN2U0NzZlOTEvcDAwMS5qcGc"
    },
    {
      "page": 2,
      "type": "setup",
      "function": "other",
      "rawType": "disclaimer",
      "block": null,
      "metadata": {
        "slideType": "disclaimer",
        "slideTypeCanon": {
          "name": "Disclaimer",
          "slug": "disclaimer",
          "status": "active",
          "canonId": "019de52d-0801-727b-b98a-5ed095aeee78",
          "version": 1,
          "description": null
        },
        "function": "other",
        "functionCanon": {
          "name": "Other (fallback)",
          "slug": "other",
          "status": "active",
          "canonId": "019de52d-15e1-75bc-99dc-07732380e2ce",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 60,
        "componentCount": 6,
        "textChars": 4909,
        "nDataPoints": 0,
        "notes": null,
        "elementsJson": [
          "paragraph"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 20:29:37.78+00",
          "seconds": 5.014,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622c-750b-8b99-65deaf51fc65/2",
        "deck": "/decks/019dd923-622c-750b-8b99-65deaf51fc65",
        "deckAnchor": "/decks/019dd923-622c-750b-8b99-65deaf51fc65#slide-2",
        "deckJson": "/decks/019dd923-622c-750b-8b99-65deaf51fc65.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.25,
            "w": 0.9,
            "x": 0.05,
            "y": 0.43
          },
          "kind": "disclaimer",
          "text": "This research presentation expresses our research opinions, which we have based upon interpretation of certain facts and observations, all of which are based upon publicly available information, and all of which are set out in this research presentation. Any investment involves substantial risks, including complete loss of capital. There can be no assurance that any statement, information, projection, estimate, or assumption made reference to directly or indirectly in this presentation will be realized or accurate. Any forecasts, estimates, and examples are for illustrative purposes only and should not be taken as limitations of the minimum or maximum possible loss, gain, or outcome. Any information contained in this report may include forward looking statements, expectations, pro forma analyses, estimates, and projections. You should assume these types of statements, expectations, pro forma analyses, estimates, and projections may turn out to be incorrect for reasons beyond Spruce Point Capital Management LLC's control. This is not investment or accounting advice nor should it be construed as such. Use of Spruce Point Capital Management LLC's research is at your own risk. You should do your own research and due diligence, with assistance from professional financial, legal and tax experts, before making any investment decision with respect to securities covered herein. All figures assumed to be in US Dollars, unless specified otherwise.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Disclaimer",
              "slug": "disclaimer",
              "status": "active",
              "canonId": "91173477-d91f-4024-bbaf-d4f93e3f82dc",
              "version": 1,
              "description": "Legal/cautionary text that occupies most of the body of its slide."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:37.78+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "35d7e5e3-a8bf-4cdd-9d05-e150d9fe2f74",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.9,
            "x": 0.05,
            "y": 0.94
          },
          "kind": "disclaimer",
          "text": "All rights reserved. This document may not be reproduced or disseminated in whole or in part without the prior written consent of Spruce Point Capital Management LLC.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Disclaimer",
              "slug": "disclaimer",
              "status": "active",
              "canonId": "91173477-d91f-4024-bbaf-d4f93e3f82dc",
              "version": 1,
              "description": "Legal/cautionary text that occupies most of the body of its slide."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:37.78+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "50fd6f87-1507-4ec3-ac4c-4deaa73f8177",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.25,
            "w": 0.9,
            "x": 0.05,
            "y": 0.17
          },
          "kind": "disclaimer",
          "text": "This research presentation expresses our research opinions. You should assume that as of the publication date of any presentation, report or letter, Spruce Point Capital Management LLC (\"SPCM\") (possibly along with or through our members, partners, affiliates, employees, and/or consultants) along with our subscribers and clients has a short position in all stocks (and are long/short combinations of puts and calls on the stock) covered herein, including without limitation Xylem Inc. (\"XYL\") and therefore stand to realize significant gains in the event that the price declines. Following publication of any presentation, report or letter, we intend to continue transacting in the securities covered therein, and we may be long, short, or neutral at any time hereafter regardless of our initial recommendation. All expressions of opinion are subject to change without notice, and Spruce Point Capital Management does not undertake to update this report or any information contained herein. Spruce Point Capital Management, subscribers and/or consultants shall have no obligation to inform any investor or viewer of this report about their historical, current, and future trading activities.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Disclaimer",
              "slug": "disclaimer",
              "status": "active",
              "canonId": "91173477-d91f-4024-bbaf-d4f93e3f82dc",
              "version": 1,
              "description": "Legal/cautionary text that occupies most of the body of its slide."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:37.78+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "a51b80e6-59e9-4ccb-a24c-f9b1e6c8653a",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.9,
            "x": 0.05,
            "y": 0.69
          },
          "kind": "disclaimer",
          "text": "To the best of our ability and belief, as of the date hereof, all information contained herein is accurate and reliable and does not omit to state material facts necessary to make the statements herein not misleading, and all information has been obtained from public sources we believe to be accurate and reliable, and who are not insiders or connected persons of the stock covered herein or who may otherwise owe any fiduciary duty or duty of confidentiality to the issuer, or to any other person or entity that was breached by the transmission of information to Spruce Point Capital Management LLC. However, Spruce Point Capital Management LLC recognizes that there may be non-public information in the possession of XYL or other insiders of XYL that has not been publicly disclosed by XYL. Therefore, such information contained herein is presented \"as is,\" without warranty of any kind – whether express or implied. Spruce Point Capital Management LLC makes no other representations, express or implied, as to the accuracy, timeliness, or completeness of any such information or with regard to the results to be obtained from its use.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Disclaimer",
              "slug": "disclaimer",
              "status": "active",
              "canonId": "91173477-d91f-4024-bbaf-d4f93e3f82dc",
              "version": 1,
              "description": "Legal/cautionary text that occupies most of the body of its slide."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:37.78+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "f5d9c072-f28f-4a60-8ae3-9383ac2b2031",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.9,
            "x": 0.05,
            "y": 0.85
          },
          "kind": "disclaimer",
          "text": "This report's estimated fundamental value only represents a best efforts estimate of the potential fundamental valuation of a specific security, and is not expressed as, or implied as, assessments of the quality of a security, a summary of past performance, or an actionable investment strategy for an investor. This is not an offer to sell or a solicitation of an offer to buy any security, nor shall any security be offered or sold to any person, in any jurisdiction in which such offer would be unlawful under the securities laws of such jurisdiction. Spruce Point Capital Management LLC is registered with the SEC as an investment advisor. However, you should not assume that any discussion or information contained in this presentation serves as the receipt of personalized investment advice from Spruce Point Capital Management LLC. Spruce Point Capital Management LLC is not registered as a broker/dealer or accounting firm.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Disclaimer",
              "slug": "disclaimer",
              "status": "active",
              "canonId": "91173477-d91f-4024-bbaf-d4f93e3f82dc",
              "version": 1,
              "description": "Legal/cautionary text that occupies most of the body of its slide."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:37.78+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "fc15225a-1e0f-4dd6-9563-a7d33a14c305",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.37,
            "x": 0.315,
            "y": 0.045
          },
          "kind": "title",
          "text": "Full Legal Disclaimer",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:37.78+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "af3118ec-5ebb-48c8-9c23-a122e9c4e5f6",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [],
      "loops": [
        {
          "to": 82,
          "from": 1,
          "loop": {
            "name": "27_cost_of_inaction",
            "slug": "27-cost-of-inaction",
            "status": "active",
            "bestFor": "Urgent budget requests, compliance, risk mitigation",
            "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
            "description": "Quantify what happens if the audience does nothing",
            "familyLabel": null
          },
          "matchId": "2fa1c508-68a2-4a6b-9e65-5ff630e9c720",
          "evidence": "The deck presents a detailed analysis of the risks and consequences of not taking action on Xylem's challenges",
          "position": 1,
          "objective": "Highlight the risks of not taking action",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.166406+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 3,
      "type": "evidence",
      "title": "The slide uses a 'precedent_table' to establish credibility by showing past successful short campaigns.",
      "function": "cite_precedent",
      "rawType": "precedent_table",
      "block": null,
      "metadata": {
        "slideType": "precedent_table",
        "slideTypeCanon": {
          "name": "Precedent table",
          "slug": "precedent_table",
          "status": "active",
          "canonId": "019de52d-115e-757e-a38f-486981054171",
          "version": 1,
          "description": null
        },
        "function": "cite_precedent",
        "functionCanon": {
          "name": "Cite precedent",
          "slug": "cite_precedent",
          "status": "active",
          "canonId": "019de52d-142b-714b-86d4-58aad7b568ec",
          "version": 1,
          "description": null
        },
        "density": "balanced",
        "densityScore": 38,
        "componentCount": 5,
        "textChars": 688,
        "nDataPoints": 6,
        "notes": "The slide uses a 'precedent_table' to establish credibility by showing past successful short campaigns.",
        "elementsJson": [
          "headline_text",
          "callout_box",
          "comparison_table"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 20:29:38.53+00",
          "seconds": 5.758,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622c-750b-8b99-65deaf51fc65/3",
        "deck": "/decks/019dd923-622c-750b-8b99-65deaf51fc65",
        "deckAnchor": "/decks/019dd923-622c-750b-8b99-65deaf51fc65#slide-3",
        "deckJson": "/decks/019dd923-622c-750b-8b99-65deaf51fc65.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.06,
            "w": 0.96,
            "x": 0.02,
            "y": 0.16
          },
          "kind": "callout",
          "text": "Spruce Point has a track record of short calls that identified early financial and accounting anomalies in major S&P 500 industrial companies that preceded significant share price declines.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": null,
            "subkind": {
              "name": "Primary callout",
              "slug": "primary",
              "status": "active",
              "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:38.53+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "6ade173d-78a8-4418-802d-af79d23f4c95",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.06,
            "w": 0.96,
            "x": 0.02,
            "y": 0.92
          },
          "kind": "disclaimer",
          "text": "The recommendations shown above are not intended to be exhaustive or represent investment returns following Spruce Point's research campaigns. A full list of all recommendations made over the past twelve months can be found on our website.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Disclaimer",
              "slug": "disclaimer",
              "status": "active",
              "canonId": "91173477-d91f-4024-bbaf-d4f93e3f82dc",
              "version": 1,
              "description": "Legal/cautionary text that occupies most of the body of its slide."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:38.53+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "321e5710-9d18-47ef-babb-310ba3cd9e6c",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "Max Decline Since Report: -60%",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:38+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb95-7708-ad63-09f0aa4e0e24",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.65,
            "w": 0.96,
            "x": 0.02,
            "y": 0.26
          },
          "kind": "table",
          "text": "Comparison table of Generac, Mettler Toledo, and A.O. Smith including ticker, date, enterprise value, max decline, positioning, criticisms, and outcomes.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Table",
              "slug": "table",
              "status": "active",
              "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28",
              "version": 1,
              "description": "Tabular data layout."
            },
            "tool": null,
            "subkind": {
              "name": "Data table",
              "slug": "data",
              "status": "active",
              "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "data",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:38.53+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "26ea1777-07ba-4ebe-a45d-e10a018967e4",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.68,
            "x": 0.28,
            "y": 0.02
          },
          "kind": "title",
          "text": "Spruce Point Has A Track Record With Acquisitive S&P 500 Industrial Companies",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:38.53+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "20bc5d23-53f7-4f4b-a44d-a37a1fc4877d",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [
        {
          "matchId": "a34adbcd-d4df-4fe2-b9ca-96c484162e9e",
          "evidence": "The slide presents a structured table of historical cases to support a current thesis.",
          "framework": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-05-02 20:29:38.53+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 3,
          "frameworkName": "precedent_table"
        }
      ],
      "arcBeats": [],
      "loops": [
        {
          "to": 82,
          "from": 1,
          "loop": {
            "name": "27_cost_of_inaction",
            "slug": "27-cost-of-inaction",
            "status": "active",
            "bestFor": "Urgent budget requests, compliance, risk mitigation",
            "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
            "description": "Quantify what happens if the audience does nothing",
            "familyLabel": null
          },
          "matchId": "2fa1c508-68a2-4a6b-9e65-5ff630e9c720",
          "evidence": "The deck presents a detailed analysis of the risks and consequences of not taking action on Xylem's challenges",
          "position": 1,
          "objective": "Highlight the risks of not taking action",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.166406+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 4,
      "type": "setup",
      "function": "front_matter",
      "rawType": "table_of_contents",
      "block": null,
      "metadata": {
        "slideType": "table_of_contents",
        "slideTypeCanon": {
          "name": "Table of contents",
          "slug": "table_of_contents",
          "status": "active",
          "canonId": "019de52d-0643-721b-9b85-69676bb85cf8",
          "version": 1,
          "description": null
        },
        "function": "front_matter",
        "functionCanon": {
          "name": "Front matter",
          "slug": "front_matter",
          "status": "active",
          "canonId": "019de52d-133d-73f0-9e26-201eda96b098",
          "version": 1,
          "description": null
        },
        "density": "sparse",
        "densityScore": 19,
        "componentCount": 2,
        "textChars": 530,
        "nDataPoints": 1,
        "notes": null,
        "elementsJson": [
          "data_table"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 20:29:34.802+00",
          "seconds": 1.879,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622c-750b-8b99-65deaf51fc65/4",
        "deck": "/decks/019dd923-622c-750b-8b99-65deaf51fc65",
        "deckAnchor": "/decks/019dd923-622c-750b-8b99-65deaf51fc65#slide-4",
        "deckJson": "/decks/019dd923-622c-750b-8b99-65deaf51fc65.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.7,
            "w": 0.9,
            "x": 0.05,
            "y": 0.2
          },
          "kind": "table",
          "text": "1 Executive Summary 2 Xylem’s Abysmal Failures And Struggles Leading Up To Its Acquisition of Evoqua 3 Evoqua’s SEC Fraud Charges, Open Federal Investigation And Growth Challenges 4 Areas Where We Believe Xylem Is Potentially Misleading Investors About The Evoqua Acquisition And Expectations Are Too High 5 First Quarter Post Closing And More Evidence of Major Issues Emerge 6 Governance Concerns And Issues With Xylem’s Audit Chair 7 Why We Conservatively Estimate 30% – 45% Downside Risk To Xylem’s Share Price",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Table",
              "slug": "table",
              "status": "active",
              "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28",
              "version": 1,
              "description": "Tabular data layout."
            },
            "tool": null,
            "subkind": {
              "name": "Data table",
              "slug": "data",
              "status": "active",
              "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "data",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:34.802+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "98ce5106-d2fa-4fa3-a4b3-d033eef99c81",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.25,
            "x": 0.315,
            "y": 0.05
          },
          "kind": "title",
          "text": "Table of Contents",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:34.802+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "5081bdf2-126c-4d12-87c2-e5f30ef1fbd8",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [],
      "loops": [
        {
          "to": 82,
          "from": 1,
          "loop": {
            "name": "27_cost_of_inaction",
            "slug": "27-cost-of-inaction",
            "status": "active",
            "bestFor": "Urgent budget requests, compliance, risk mitigation",
            "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
            "description": "Quantify what happens if the audience does nothing",
            "familyLabel": null
          },
          "matchId": "2fa1c508-68a2-4a6b-9e65-5ff630e9c720",
          "evidence": "The deck presents a detailed analysis of the risks and consequences of not taking action on Xylem's challenges",
          "position": 1,
          "objective": "Highlight the risks of not taking action",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.166406+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 5,
      "type": "setup",
      "title": "Includes Spruce Point Capital Management logo (pine tree) and standard confidentiality footer.",
      "function": "front_matter",
      "rawType": "executive_summary",
      "block": null,
      "metadata": {
        "slideType": "executive_summary",
        "slideTypeCanon": {
          "name": "Executive summary",
          "slug": "executive_summary",
          "status": "active",
          "canonId": "019de52d-06be-73ff-81b3-f99fe7f0025e",
          "version": 1,
          "description": null
        },
        "function": "front_matter",
        "functionCanon": {
          "name": "Front matter",
          "slug": "front_matter",
          "status": "active",
          "canonId": "019de52d-133d-73f0-9e26-201eda96b098",
          "version": 1,
          "description": null
        },
        "density": "sparse",
        "densityScore": 7,
        "componentCount": 3,
        "textChars": 168,
        "nDataPoints": 0,
        "notes": "Includes Spruce Point Capital Management logo (pine tree) and standard confidentiality footer.",
        "elementsJson": [
          "other"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 20:29:36.289+00",
          "seconds": 3.21,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622c-750b-8b99-65deaf51fc65/5",
        "deck": "/decks/019dd923-622c-750b-8b99-65deaf51fc65",
        "deckAnchor": "/decks/019dd923-622c-750b-8b99-65deaf51fc65#slide-5",
        "deckJson": "/decks/019dd923-622c-750b-8b99-65deaf51fc65.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.02,
            "w": 0.5,
            "x": 0.45,
            "y": 0.95
          },
          "kind": "disclaimer",
          "text": "Proprietary and Confidential –May Not Be Distributed or Copied Without Spruce Point Capital Management, LLC Consent",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Disclaimer",
              "slug": "disclaimer",
              "status": "active",
              "canonId": "91173477-d91f-4024-bbaf-d4f93e3f82dc",
              "version": 1,
              "description": "Legal/cautionary text that occupies most of the body of its slide."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:36.289+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "db0bd682-7f92-43d9-8833-3785120e0348",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.4,
            "w": 0.2,
            "x": 0.07,
            "y": 0.3
          },
          "kind": "image",
          "text": "Spruce Point Capital Management logo",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Logo",
              "slug": "logo",
              "status": "active",
              "canonId": "019de52c-fdaf-743d-94c4-d7c6a0e55302",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "logo",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:36.289+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "3229d4f6-e19d-4a6b-b259-03c27cfd8d61",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.25,
            "x": 0.375,
            "y": 0.465
          },
          "kind": "title",
          "text": "Executive Summary",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:36.289+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "1660355c-5a8d-42fe-8bd9-b17679b591a6",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "Executive summary",
            "slug": "executive-summary",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd9e1-4b63-72d5-9734-da757d91ca61",
            "version": 1,
            "bodyDocId": null,
            "description": "A condensed view of the entire argument on a single slide / block.",
            "familyLabel": null,
            "categoryName": null,
            "categorySlug": null
          },
          "agent": null,
          "layer": "slide",
          "agents": null,
          "matchId": "3388b60e-6ccf-409a-a7a6-09cc34381504",
          "evidence": "The slide is titled 'Executive Summary' and has a type of 'executive_summary'.",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-07-16 23:06:16.983548+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 5,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": "common",
          "narrativePurpose": null
        }
      ],
      "frameworks": [],
      "arcBeats": [],
      "loops": [
        {
          "to": 82,
          "from": 1,
          "loop": {
            "name": "27_cost_of_inaction",
            "slug": "27-cost-of-inaction",
            "status": "active",
            "bestFor": "Urgent budget requests, compliance, risk mitigation",
            "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
            "description": "Quantify what happens if the audience does nothing",
            "familyLabel": null
          },
          "matchId": "2fa1c508-68a2-4a6b-9e65-5ff630e9c720",
          "evidence": "The deck presents a detailed analysis of the risks and consequences of not taking action on Xylem's challenges",
          "position": 1,
          "objective": "Highlight the risks of not taking action",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.166406+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 6,
      "type": "setup",
      "title": "The slide uses a red border to emphasize the activist nature of the content. It combines narrative forensic analysis with specific executive interview findings.",
      "function": "summarize",
      "rawType": "executive_summary",
      "block": null,
      "metadata": {
        "slideType": "executive_summary",
        "slideTypeCanon": {
          "name": "Executive summary",
          "slug": "executive_summary",
          "status": "active",
          "canonId": "019de52d-06be-73ff-81b3-f99fe7f0025e",
          "version": 1,
          "description": null
        },
        "function": "summarize",
        "functionCanon": {
          "name": "Summarize",
          "slug": "summarize",
          "status": "active",
          "canonId": "019de52d-1541-704f-b86f-bf7b75056373",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 63,
        "componentCount": 6,
        "textChars": 1913,
        "nDataPoints": 6,
        "notes": "The slide uses a red border to emphasize the activist nature of the content. It combines narrative forensic analysis with specific executive interview findings.",
        "elementsJson": [
          "headline_text",
          "paragraph",
          "numbered_list"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 20:29:36.37+00",
          "seconds": 3.18,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622c-750b-8b99-65deaf51fc65/6",
        "deck": "/decks/019dd923-622c-750b-8b99-65deaf51fc65",
        "deckAnchor": "/decks/019dd923-622c-750b-8b99-65deaf51fc65#slide-6",
        "deckJson": "/decks/019dd923-622c-750b-8b99-65deaf51fc65.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "We believe it is time for CEO Patrick Decker to resign.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:39+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1c6-48a98453f3ad",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.35,
            "w": 0.9,
            "x": 0.05,
            "y": 0.52
          },
          "kind": "list",
          "text": "1. Despite years of restructuring, two of Xylem’s largest segments are described as commodity businesses with limited margin upside. 2. Xylem’s remaining M&CS segment is touted for its high digital backlog which it claims will lead to higher margins. 3. Xylem talks about the Advanced Meter Infrastructure (AMI) opportunity being in its early innings, but in reality its offering is poorly positioned among smaller utilities which will make up a larger portion of the market opportunity in the coming years. 4. Xylem paid (pre-synergies) ~22x ’23E EBITDA multiple for Evoqua which was described as “crazy expensive” and “surprising” by one former executive, while the other expressed “mixed feelings” and also believed they overpaid. 5. One executive stressed that Xylem needs $200 million, and not $140 million of cost synergies to make real progress and it has not adequately disclosed that $90m of costs are necessary to achieve the savings. 6. One executive said to mark deal revenue synergies at zero, while the other said they’d be difficult to achieve. 7. There are multiple signs of growth challenges and rising financial strain at both Xylem and Evoqua.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Numbered list",
              "slug": "numbered",
              "status": "active",
              "canonId": "019de52c-fcc0-7718-a284-a4250c805df2",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "numbered",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:36.37+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "8dd4b943-0818-4d79-9338-75cb145defb0",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "share price downside: 30% - 45%",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:39+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1c6-5314f8337c9d",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.9,
            "x": 0.05,
            "y": 0.16
          },
          "kind": "paragraph",
          "text": "After conducting a forensic review of Xylem Inc. (NYSE: XYL) and its recently completed $7.5 billion stock acquisition of Evoqua Water Technologies Corp. (NYSE: AQUA, “Evoqua”, combined “Xylem” or “the Company”), we have concerns about the accuracy of the Company’s cash liquidity given findings of two sets of financial statements and its ability to meet Wall Street’s aggressive financial expectations.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:36.37+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "d632ef9b-0ca3-4f77-bab0-abb8a69d8834",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "quote",
          "text": "“to be careful” — Former Xylem executive; “crazy expensive” — Former Xylem executive; “surprising” — Former Xylem executive; “mixed feelings” — Former Xylem executive.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Quote",
              "slug": "quote",
              "status": "active",
              "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a",
              "version": 1,
              "description": "Pull quote or testimonial."
            },
            "tool": {
              "name": "Authority citation",
              "slug": "authority-citation",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-49ae-7557-89ad-3fca70469b45",
              "version": 1,
              "bodyDocId": null,
              "description": "Quoting an authority figure, study, or precedent to lend weight.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:39+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1c6-4d855edd4dae",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.12,
            "w": 0.9,
            "x": 0.05,
            "y": 0.02
          },
          "kind": "title",
          "text": "Spruce Point Estimates 30% - 45% ($58 - $74/sh) Downside Risk To Xylem (NYSE: XYL) Share Price",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:36.37+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "6c9b87ec-c632-4cee-b4a0-de28faf7d3cc",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [
        {
          "matchId": "9ebfbe85-b963-48b1-b6e9-0e09084056f2",
          "evidence": "The slide explicitly details accounting machinations, SEC investigations, and concerns over financial statement accuracy.",
          "framework": null,
          "confidence": 0.95,
          "extraction": {
            "at": "2026-05-02 20:29:36.37+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 6,
          "frameworkName": "fraud-exposure"
        }
      ],
      "arcBeats": [],
      "loops": [
        {
          "to": 82,
          "from": 1,
          "loop": {
            "name": "27_cost_of_inaction",
            "slug": "27-cost-of-inaction",
            "status": "active",
            "bestFor": "Urgent budget requests, compliance, risk mitigation",
            "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
            "description": "Quantify what happens if the audience does nothing",
            "familyLabel": null
          },
          "matchId": "2fa1c508-68a2-4a6b-9e65-5ff630e9c720",
          "evidence": "The deck presents a detailed analysis of the risks and consequences of not taking action on Xylem's challenges",
          "position": 1,
          "objective": "Highlight the risks of not taking action",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.166406+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        },
        {
          "to": 77,
          "from": 6,
          "loop": {
            "name": "41_so_what_cascade",
            "slug": "41-so-what-cascade",
            "status": "active",
            "bestFor": "Data presentations, executive summaries, driving to recommendations",
            "canonId": "019dd956-769f-7208-afbc-f28985c6f4fb",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Data -> So What? (Insight 1) -> So What? (Insight 2) -> So What? (The Action)",
            "description": "Chain insights together, each answering 'so what?' until you reach the actionable conclusion",
            "familyLabel": null
          },
          "matchId": "7d351594-e5d5-4f56-831e-33e1f8bcec2d",
          "evidence": "The deck presents a series of logical and connected arguments to support its thesis",
          "position": 2,
          "objective": "Build a logical case for the thesis",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.207918+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 7,
      "type": "tension",
      "title": "The slide uses a timeline-based table to build a narrative of corporate mismanagement and potential accounting risks.",
      "function": "expose_contradiction",
      "rawType": "timeline",
      "block": null,
      "metadata": {
        "slideType": "timeline",
        "slideTypeCanon": {
          "name": "Timeline",
          "slug": "timeline",
          "status": "active",
          "canonId": "019de52d-0851-75eb-b758-ea2965e7739a",
          "version": 1,
          "description": null
        },
        "function": "expose_contradiction",
        "functionCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-171f-776f-887c-73edaff4cf9c",
          "version": 1,
          "description": null
        },
        "density": "sparse",
        "densityScore": 18,
        "componentCount": 3,
        "textChars": 328,
        "nDataPoints": 6,
        "notes": "The slide uses a timeline-based table to build a narrative of corporate mismanagement and potential accounting risks.",
        "elementsJson": [
          "headline_text",
          "callout_box",
          "data_table"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 20:29:36.152+00",
          "seconds": 2.83,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622c-750b-8b99-65deaf51fc65/7",
        "deck": "/decks/019dd923-622c-750b-8b99-65deaf51fc65",
        "deckAnchor": "/decks/019dd923-622c-750b-8b99-65deaf51fc65#slide-7",
        "deckJson": "/decks/019dd923-622c-750b-8b99-65deaf51fc65.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.06,
            "w": 0.9,
            "x": 0.05,
            "y": 0.16
          },
          "kind": "callout",
          "text": "Spruce Point believes that Xylem investors should be highly concerned about the fact pattern of events leading up to Xylem’s recent acquisition of Evoqua.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": null,
            "subkind": {
              "name": "Primary callout",
              "slug": "primary",
              "status": "active",
              "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:36.152+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "ff1716f5-22ec-45c7-a515-1a677dcb10d7",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.7,
            "w": 0.9,
            "x": 0.05,
            "y": 0.24
          },
          "kind": "table",
          "text": "Table showing Date, Action, and Implication / Concerns for events from May 2022 to Dec 2022.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Table",
              "slug": "table",
              "status": "active",
              "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28",
              "version": 1,
              "description": "Tabular data layout."
            },
            "tool": null,
            "subkind": {
              "name": "Data table",
              "slug": "data",
              "status": "active",
              "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "data",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:36.152+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "5c3c5175-4ab3-4c87-851b-f2dfad80b6f2",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.65,
            "x": 0.32,
            "y": 0.03
          },
          "kind": "title",
          "text": "Multiple Red Flags Concerning The Deal: Timeline Leading Up To The Acquisition....",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:36.152+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "29f191ec-8079-44d5-99b4-0b31178edaa3",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [
        {
          "matchId": "f8ba7dd7-7ee4-4f47-bebf-91b92b744a28",
          "evidence": "Highlighting red flags and accounting concerns to cast doubt on management.",
          "framework": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-05-02 20:29:36.152+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 7,
          "frameworkName": "fraud-exposure"
        },
        {
          "matchId": "baf748d9-021c-4a3b-923d-df29c7c6df7c",
          "evidence": "Chronological presentation of events leading to a specific outcome.",
          "framework": null,
          "confidence": 1,
          "extraction": {
            "at": "2026-05-02 20:29:36.152+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 7,
          "frameworkName": "timeline"
        }
      ],
      "arcBeats": [],
      "loops": [
        {
          "to": 82,
          "from": 1,
          "loop": {
            "name": "27_cost_of_inaction",
            "slug": "27-cost-of-inaction",
            "status": "active",
            "bestFor": "Urgent budget requests, compliance, risk mitigation",
            "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
            "description": "Quantify what happens if the audience does nothing",
            "familyLabel": null
          },
          "matchId": "2fa1c508-68a2-4a6b-9e65-5ff630e9c720",
          "evidence": "The deck presents a detailed analysis of the risks and consequences of not taking action on Xylem's challenges",
          "position": 1,
          "objective": "Highlight the risks of not taking action",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.166406+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        },
        {
          "to": 77,
          "from": 6,
          "loop": {
            "name": "41_so_what_cascade",
            "slug": "41-so-what-cascade",
            "status": "active",
            "bestFor": "Data presentations, executive summaries, driving to recommendations",
            "canonId": "019dd956-769f-7208-afbc-f28985c6f4fb",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Data -> So What? (Insight 1) -> So What? (Insight 2) -> So What? (The Action)",
            "description": "Chain insights together, each answering 'so what?' until you reach the actionable conclusion",
            "familyLabel": null
          },
          "matchId": "7d351594-e5d5-4f56-831e-33e1f8bcec2d",
          "evidence": "The deck presents a series of logical and connected arguments to support its thesis",
          "position": 2,
          "objective": "Build a logical case for the thesis",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.207918+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 8,
      "type": "tension",
      "title": "The slide uses a timeline-based table to build a narrative of corporate negligence or malfeasance.",
      "function": "expose_contradiction",
      "rawType": "precedent_table",
      "block": null,
      "metadata": {
        "slideType": "precedent_table",
        "slideTypeCanon": {
          "name": "Precedent table",
          "slug": "precedent_table",
          "status": "active",
          "canonId": "019de52d-115e-757e-a38f-486981054171",
          "version": 1,
          "description": null
        },
        "function": "expose_contradiction",
        "functionCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-171f-776f-887c-73edaff4cf9c",
          "version": 1,
          "description": null
        },
        "density": "sparse",
        "densityScore": 17,
        "componentCount": 3,
        "textChars": 289,
        "nDataPoints": 6,
        "notes": "The slide uses a timeline-based table to build a narrative of corporate negligence or malfeasance.",
        "elementsJson": [
          "headline_text",
          "callout_box",
          "data_table"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 20:29:37.11+00",
          "seconds": 3.782,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622c-750b-8b99-65deaf51fc65/8",
        "deck": "/decks/019dd923-622c-750b-8b99-65deaf51fc65",
        "deckAnchor": "/decks/019dd923-622c-750b-8b99-65deaf51fc65#slide-8",
        "deckJson": "/decks/019dd923-622c-750b-8b99-65deaf51fc65.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.06,
            "w": 0.96,
            "x": 0.02,
            "y": 0.16
          },
          "kind": "callout",
          "text": "Spruce Point believes that Xylem investors should also be highly concerned about the fact pattern after the acquisition was announced.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": null,
            "subkind": {
              "name": "Primary callout",
              "slug": "primary",
              "status": "active",
              "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:37.11+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "7375dd56-ea5f-4bca-ae03-e12f42298281",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.7,
            "w": 0.96,
            "x": 0.02,
            "y": 0.25
          },
          "kind": "table",
          "text": "Timeline of events from Jan 23, 2023 to Aug 3, 2023 with actions and implications.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Table",
              "slug": "table",
              "status": "active",
              "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28",
              "version": 1,
              "description": "Tabular data layout."
            },
            "tool": null,
            "subkind": {
              "name": "Data table",
              "slug": "data",
              "status": "active",
              "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "data",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:37.11+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "ec1224a5-23dd-4a9d-afb1-dfce3aaef601",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.65,
            "x": 0.32,
            "y": 0.03
          },
          "kind": "title",
          "text": "Multiple Red Flags Concerning The Deal Timeline After The Acquisition....",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:37.11+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "a677c58b-b2e7-4333-94b5-d7cf119fc490",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [
        {
          "matchId": "09232c34-591b-459b-b259-01f88da166d8",
          "evidence": "The slide systematically lists events to expose potential accounting fraud and management negligence.",
          "framework": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-05-02 20:29:37.11+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 8,
          "frameworkName": "fraud-exposure"
        }
      ],
      "arcBeats": [],
      "loops": [
        {
          "to": 82,
          "from": 1,
          "loop": {
            "name": "27_cost_of_inaction",
            "slug": "27-cost-of-inaction",
            "status": "active",
            "bestFor": "Urgent budget requests, compliance, risk mitigation",
            "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
            "description": "Quantify what happens if the audience does nothing",
            "familyLabel": null
          },
          "matchId": "2fa1c508-68a2-4a6b-9e65-5ff630e9c720",
          "evidence": "The deck presents a detailed analysis of the risks and consequences of not taking action on Xylem's challenges",
          "position": 1,
          "objective": "Highlight the risks of not taking action",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.166406+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        },
        {
          "to": 77,
          "from": 6,
          "loop": {
            "name": "41_so_what_cascade",
            "slug": "41-so-what-cascade",
            "status": "active",
            "bestFor": "Data presentations, executive summaries, driving to recommendations",
            "canonId": "019dd956-769f-7208-afbc-f28985c6f4fb",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Data -> So What? (Insight 1) -> So What? (Insight 2) -> So What? (The Action)",
            "description": "Chain insights together, each answering 'so what?' until you reach the actionable conclusion",
            "familyLabel": null
          },
          "matchId": "7d351594-e5d5-4f56-831e-33e1f8bcec2d",
          "evidence": "The deck presents a series of logical and connected arguments to support its thesis",
          "position": 2,
          "objective": "Build a logical case for the thesis",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.207918+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 9,
      "type": "tension",
      "title": "The slide uses a 'Perception vs. Reality' framework to systematically dismantle the investment thesis of the Xylem-Evoqua deal.",
      "function": "expose_contradiction",
      "rawType": "expose_contradiction",
      "block": null,
      "metadata": {
        "slideType": "expose_contradiction",
        "slideTypeCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df",
          "version": 1,
          "description": null
        },
        "function": "expose_contradiction",
        "functionCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-171f-776f-887c-73edaff4cf9c",
          "version": 1,
          "description": null
        },
        "density": "balanced",
        "densityScore": 37,
        "componentCount": 5,
        "textChars": 647,
        "nDataPoints": 8,
        "notes": "The slide uses a 'Perception vs. Reality' framework to systematically dismantle the investment thesis of the Xylem-Evoqua deal.",
        "elementsJson": [
          "headline_text",
          "comparison_table"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 20:29:36.707+00",
          "seconds": 3.272,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622c-750b-8b99-65deaf51fc65/9",
        "deck": "/decks/019dd923-622c-750b-8b99-65deaf51fc65",
        "deckAnchor": "/decks/019dd923-622c-750b-8b99-65deaf51fc65#slide-9",
        "deckJson": "/decks/019dd923-622c-750b-8b99-65deaf51fc65.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "Xylem has repeatedly said that conversion of digital backlog to sales is higher margin. However, according to a former high-level executive, digital sales are actually dilutive to margins and do not scale as a result of the human capital investment needed.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:39+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1c6-2637228c09db",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "framework",
          "text": "Perception vs. Reality comparison",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Framework",
              "slug": "framework",
              "status": "active",
              "canonId": "019de52c-fa18-77c6-b10a-ccb8277ac0fa",
              "version": 1,
              "description": "Named conceptual framework instance."
            },
            "tool": null,
            "subkind": {
              "name": "Framework instance",
              "slug": "instance",
              "status": "active",
              "canonId": "019de52d-05a2-72af-be0b-7edc60708a03",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "instance",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:36.707+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "743badd4-97a1-4d07-a120-6b22bbd390cf",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "quote",
          "text": "The 22x '23E EBITDA valuation ascribed to Evoqua and 25% share dilution was described as \"crazy expensive\" and \"surprising\" by a former high-level executive.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Quote",
              "slug": "quote",
              "status": "active",
              "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a",
              "version": 1,
              "description": "Pull quote or testimonial."
            },
            "tool": {
              "name": "Authority citation",
              "slug": "authority-citation",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-49ae-7557-89ad-3fca70469b45",
              "version": 1,
              "bodyDocId": null,
              "description": "Quoting an authority figure, study, or precedent to lend weight.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:39+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1c6-2b6379f208f1",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.81,
            "w": 0.96,
            "x": 0.02,
            "y": 0.17
          },
          "kind": "table",
          "text": "Comparison table with columns: Perception, Spruce Point Reality of Xylem & Evoqua",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Table",
              "slug": "table",
              "status": "active",
              "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28",
              "version": 1,
              "description": "Tabular data layout."
            },
            "tool": null,
            "subkind": {
              "name": "Data table",
              "slug": "data",
              "status": "active",
              "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "data",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:36.707+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "3073a98e-ed0e-4f7f-9730-2b33d083a619",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.12,
            "w": 0.67,
            "x": 0.31,
            "y": 0.02
          },
          "kind": "title",
          "text": "Summary of Where Spruce Point Disagrees With Key Aspects of The Deal And Believes Xylem Has Potentially Misled Investors",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:36.707+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "38bc50de-d7cf-41a2-8d35-51282875acb2",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [
        {
          "matchId": "d3aba680-5292-4d5c-b832-434feb09a334",
          "evidence": "The slide is structured as a direct comparison between two opposing viewpoints (Perception vs. Reality).",
          "framework": null,
          "confidence": 1,
          "extraction": {
            "at": "2026-05-02 20:29:36.707+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 9,
          "frameworkName": "comparison-frame"
        }
      ],
      "arcBeats": [
        {
          "to": 79,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 9,
          "name": "Expose Contradiction",
          "beatId": "b68955ea-1bea-4271-af69-04b4b38ed3c6",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck presents a series of contradictions and concerns about Xylem's financial reporting, operations, and growth prospects",
          "position": 0,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 82,
          "from": 1,
          "loop": {
            "name": "27_cost_of_inaction",
            "slug": "27-cost-of-inaction",
            "status": "active",
            "bestFor": "Urgent budget requests, compliance, risk mitigation",
            "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
            "description": "Quantify what happens if the audience does nothing",
            "familyLabel": null
          },
          "matchId": "2fa1c508-68a2-4a6b-9e65-5ff630e9c720",
          "evidence": "The deck presents a detailed analysis of the risks and consequences of not taking action on Xylem's challenges",
          "position": 1,
          "objective": "Highlight the risks of not taking action",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.166406+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        },
        {
          "to": 77,
          "from": 6,
          "loop": {
            "name": "41_so_what_cascade",
            "slug": "41-so-what-cascade",
            "status": "active",
            "bestFor": "Data presentations, executive summaries, driving to recommendations",
            "canonId": "019dd956-769f-7208-afbc-f28985c6f4fb",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Data -> So What? (Insight 1) -> So What? (Insight 2) -> So What? (The Action)",
            "description": "Chain insights together, each answering 'so what?' until you reach the actionable conclusion",
            "familyLabel": null
          },
          "matchId": "7d351594-e5d5-4f56-831e-33e1f8bcec2d",
          "evidence": "The deck presents a series of logical and connected arguments to support its thesis",
          "position": 2,
          "objective": "Build a logical case for the thesis",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.207918+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 10,
      "type": "tension",
      "title": "The slide uses red boxes and callouts to point out specific numerical differences between the SEC filing and the company website version.",
      "function": "expose_contradiction",
      "rawType": "expose_contradiction",
      "block": null,
      "metadata": {
        "slideType": "expose_contradiction",
        "slideTypeCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df",
          "version": 1,
          "description": null
        },
        "function": "expose_contradiction",
        "functionCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-171f-776f-887c-73edaff4cf9c",
          "version": 1,
          "description": null
        },
        "density": "overcrowded",
        "densityScore": 78,
        "componentCount": 11,
        "textChars": 802,
        "nDataPoints": 12,
        "notes": "The slide uses red boxes and callouts to point out specific numerical differences between the SEC filing and the company website version.",
        "elementsJson": [
          "headline_text",
          "callout_box",
          "screenshot",
          "footnote"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 20:29:36.864+00",
          "seconds": 3.268,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622c-750b-8b99-65deaf51fc65/10",
        "deck": "/decks/019dd923-622c-750b-8b99-65deaf51fc65",
        "deckAnchor": "/decks/019dd923-622c-750b-8b99-65deaf51fc65#slide-10",
        "deckJson": "/decks/019dd923-622c-750b-8b99-65deaf51fc65.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.04,
            "w": 0.15,
            "x": 0.21,
            "y": 0.55
          },
          "kind": "callout",
          "text": "Off by $86m",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": null,
            "subkind": {
              "name": "Primary callout",
              "slug": "primary",
              "status": "active",
              "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:36.864+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "21862c1d-c00c-4ed1-9ffc-a282cacf5799",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.06,
            "w": 0.25,
            "x": 0.55,
            "y": 0.88
          },
          "kind": "callout",
          "text": "Cannot Possibly Be Accurate",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": null,
            "subkind": {
              "name": "Primary callout",
              "slug": "primary",
              "status": "active",
              "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:36.864+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "34793c9f-d8fb-45ab-96e5-252444cd8e8f",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.04,
            "w": 0.12,
            "x": 0.25,
            "y": 0.5
          },
          "kind": "callout",
          "text": "Off by $2m",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": null,
            "subkind": {
              "name": "Primary callout",
              "slug": "primary",
              "status": "active",
              "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:36.864+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "97a26239-652d-446c-b859-a7cf614e4657",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.06,
            "w": 0.25,
            "x": 0.62,
            "y": 0.415
          },
          "kind": "callout",
          "text": "Multiple acquisitions and businesses acquired beyond Evoqua?",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": null,
            "subkind": {
              "name": "Primary callout",
              "slug": "primary",
              "status": "active",
              "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:36.864+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "df58cf81-94b0-4cb9-9944-9227aad941ba",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "callout",
          "text": "Spruce Point has serious concerns about the accuracy of Xylem’s financial statements for 2023 and 2022 after identifying two sets of published financials. As a result, we cannot trust the accuracy of Xylem’s reported cash.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:40+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1c6-b1bd2f034fe8",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.68,
            "w": 0.45,
            "x": 0.53,
            "y": 0.25
          },
          "kind": "image",
          "text": "Financials Posted on Xylem’s Website",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Screenshot",
              "slug": "screenshot",
              "status": "active",
              "canonId": "019de52c-fd87-7509-8391-3d79fb339379",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "screenshot",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:36.864+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "c4413ba8-4192-4388-8c4f-89bbb06b4cc0",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.68,
            "w": 0.45,
            "x": 0.05,
            "y": 0.25
          },
          "kind": "image",
          "text": "Financials Filed With SEC (8-K)",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Screenshot",
              "slug": "screenshot",
              "status": "active",
              "canonId": "019de52c-fd87-7509-8391-3d79fb339379",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "screenshot",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:36.864+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "e680857a-78ce-4086-a75c-806900a002af",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "cash flow",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:40+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1c6-b4148358a956",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.06,
            "w": 0.9,
            "x": 0.05,
            "y": 0.17
          },
          "kind": "paragraph",
          "text": "Spruce Point has serious concerns about the accuracy of Xylem’s financial statements for 2023 and 2022 after identifying two sets of published financials. As a result, we cannot trust the accuracy of Xylem’s reported cash.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:36.864+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "c992e421-735c-45c6-8c6a-6aed017c900b",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.5,
            "x": 0.05,
            "y": 0.96
          },
          "kind": "source-note",
          "text": "Source: Xylem Q2 2023 Earnings release and 8-K filing (also see prior year 8-K for revisions)",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:36.864+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "3301b616-52da-4760-95b8-e35b3433b103",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.65,
            "x": 0.28,
            "y": 0.03
          },
          "kind": "title",
          "text": "Xylem Recently Exposed Two Sets of Cash Flow Statements. How Can Cash Be Trusted?",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:36.864+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "12146822-0adc-449c-9c11-eb101271293c",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [
        {
          "matchId": "d9f49000-f83f-4d0a-9837-ca9a4322743b",
          "evidence": "Direct comparison of conflicting financial statements to allege inaccuracy.",
          "framework": null,
          "confidence": 0.95,
          "extraction": {
            "at": "2026-05-02 20:29:36.864+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 10,
          "frameworkName": "fraud-exposure"
        }
      ],
      "arcBeats": [
        {
          "to": 79,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 9,
          "name": "Expose Contradiction",
          "beatId": "b68955ea-1bea-4271-af69-04b4b38ed3c6",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck presents a series of contradictions and concerns about Xylem's financial reporting, operations, and growth prospects",
          "position": 0,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 82,
          "from": 1,
          "loop": {
            "name": "27_cost_of_inaction",
            "slug": "27-cost-of-inaction",
            "status": "active",
            "bestFor": "Urgent budget requests, compliance, risk mitigation",
            "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
            "description": "Quantify what happens if the audience does nothing",
            "familyLabel": null
          },
          "matchId": "2fa1c508-68a2-4a6b-9e65-5ff630e9c720",
          "evidence": "The deck presents a detailed analysis of the risks and consequences of not taking action on Xylem's challenges",
          "position": 1,
          "objective": "Highlight the risks of not taking action",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.166406+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        },
        {
          "to": 77,
          "from": 6,
          "loop": {
            "name": "41_so_what_cascade",
            "slug": "41-so-what-cascade",
            "status": "active",
            "bestFor": "Data presentations, executive summaries, driving to recommendations",
            "canonId": "019dd956-769f-7208-afbc-f28985c6f4fb",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Data -> So What? (Insight 1) -> So What? (Insight 2) -> So What? (The Action)",
            "description": "Chain insights together, each answering 'so what?' until you reach the actionable conclusion",
            "familyLabel": null
          },
          "matchId": "7d351594-e5d5-4f56-831e-33e1f8bcec2d",
          "evidence": "The deck presents a series of logical and connected arguments to support its thesis",
          "position": 2,
          "objective": "Build a logical case for the thesis",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.207918+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 11,
      "type": "tension",
      "title": "The slide uses a list-based table format to systematically dismantle sell-side optimism.",
      "function": "expose_contradiction",
      "rawType": "preempt_rebuttal",
      "block": null,
      "metadata": {
        "slideType": "preempt_rebuttal",
        "slideTypeCanon": {
          "name": "Preempt rebuttal",
          "slug": "preempt_rebuttal",
          "status": "active",
          "canonId": "019de52d-1225-7368-af32-6381fddabdb3",
          "version": 1,
          "description": null
        },
        "function": "expose_contradiction",
        "functionCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-171f-776f-887c-73edaff4cf9c",
          "version": 1,
          "description": null
        },
        "density": "sparse",
        "densityScore": 17,
        "componentCount": 3,
        "textChars": 302,
        "nDataPoints": 6,
        "notes": "The slide uses a list-based table format to systematically dismantle sell-side optimism.",
        "elementsJson": [
          "headline_text",
          "data_table"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 20:29:36.306+00",
          "seconds": 2.541,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622c-750b-8b99-65deaf51fc65/11",
        "deck": "/decks/019dd923-622c-750b-8b99-65deaf51fc65",
        "deckAnchor": "/decks/019dd923-622c-750b-8b99-65deaf51fc65#slide-11",
        "deckJson": "/decks/019dd923-622c-750b-8b99-65deaf51fc65.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "Xylem presented a highly adjusted free cash flow presentation which even included perplexing cash inflows related to software capex.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:39+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1c5-f94171cfacf4",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.75,
            "w": 0.95,
            "x": 0.05,
            "y": 0.175
          },
          "kind": "table",
          "text": "Table comparing 10 specific financial and operational concerns against Xylem's disclosures.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Table",
              "slug": "table",
              "status": "active",
              "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28",
              "version": 1,
              "description": "Tabular data layout."
            },
            "tool": null,
            "subkind": {
              "name": "Data table",
              "slug": "data",
              "status": "active",
              "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "data",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:36.306+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "c0139e85-cfbf-41bb-863a-052e6f1065e6",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.12,
            "w": 0.65,
            "x": 0.28,
            "y": 0.03
          },
          "kind": "title",
          "text": "Ten Things Sell-Side Promoters Missed About Xylem’s First Quarter Owning Evoqua",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:36.306+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "b65b830b-ae9c-4af3-b1ee-c4383e49050b",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [
        {
          "matchId": "a77e60eb-fbfe-4d89-9be1-1920dde18b50",
          "evidence": "Systematic breakdown of financial reporting inconsistencies and management claims.",
          "framework": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-05-02 20:29:36.306+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 11,
          "frameworkName": "fraud-exposure"
        }
      ],
      "arcBeats": [
        {
          "to": 79,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 9,
          "name": "Expose Contradiction",
          "beatId": "b68955ea-1bea-4271-af69-04b4b38ed3c6",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck presents a series of contradictions and concerns about Xylem's financial reporting, operations, and growth prospects",
          "position": 0,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        },
        {
          "to": 56,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 11,
          "name": "Preempt Rebuttal",
          "beatId": "8beb67eb-29a7-4acc-8013-1400d57c9a45",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck anticipates and addresses potential rebuttals to its thesis",
          "position": 2,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 82,
          "from": 1,
          "loop": {
            "name": "27_cost_of_inaction",
            "slug": "27-cost-of-inaction",
            "status": "active",
            "bestFor": "Urgent budget requests, compliance, risk mitigation",
            "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
            "description": "Quantify what happens if the audience does nothing",
            "familyLabel": null
          },
          "matchId": "2fa1c508-68a2-4a6b-9e65-5ff630e9c720",
          "evidence": "The deck presents a detailed analysis of the risks and consequences of not taking action on Xylem's challenges",
          "position": 1,
          "objective": "Highlight the risks of not taking action",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.166406+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        },
        {
          "to": 77,
          "from": 6,
          "loop": {
            "name": "41_so_what_cascade",
            "slug": "41-so-what-cascade",
            "status": "active",
            "bestFor": "Data presentations, executive summaries, driving to recommendations",
            "canonId": "019dd956-769f-7208-afbc-f28985c6f4fb",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Data -> So What? (Insight 1) -> So What? (Insight 2) -> So What? (The Action)",
            "description": "Chain insights together, each answering 'so what?' until you reach the actionable conclusion",
            "familyLabel": null
          },
          "matchId": "7d351594-e5d5-4f56-831e-33e1f8bcec2d",
          "evidence": "The deck presents a series of logical and connected arguments to support its thesis",
          "position": 2,
          "objective": "Build a logical case for the thesis",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.207918+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 12,
      "type": "tension",
      "title": "Uses a 'before-after' style narrative to link a hire to a previous 'villain' critique.",
      "function": "expose_contradiction",
      "rawType": "expose_contradiction",
      "block": null,
      "metadata": {
        "slideType": "expose_contradiction",
        "slideTypeCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df",
          "version": 1,
          "description": null
        },
        "function": "expose_contradiction",
        "functionCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-171f-776f-887c-73edaff4cf9c",
          "version": 1,
          "description": null
        },
        "density": "overcrowded",
        "densityScore": 84,
        "componentCount": 10,
        "textChars": 1314,
        "nDataPoints": 2,
        "notes": "Uses a 'before-after' style narrative to link a hire to a previous 'villain' critique.",
        "elementsJson": [
          "headline_text",
          "callout_box",
          "quote_block",
          "headshot",
          "line_chart",
          "footnote"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 20:29:42.255+00",
          "seconds": 8.477,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622c-750b-8b99-65deaf51fc65/12",
        "deck": "/decks/019dd923-622c-750b-8b99-65deaf51fc65",
        "deckAnchor": "/decks/019dd923-622c-750b-8b99-65deaf51fc65#slide-12",
        "deckJson": "/decks/019dd923-622c-750b-8b99-65deaf51fc65.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.06,
            "w": 0.25,
            "x": 0.66,
            "y": 0.495
          },
          "kind": "callout",
          "text": "Oct 2022: Pettit resigns as COO of Generac",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": null,
            "subkind": {
              "name": "Primary callout",
              "slug": "primary",
              "status": "active",
              "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:42.255+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "4d7c6417-8af5-4f1f-b489-c1b7f6da371a",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.06,
            "w": 0.25,
            "x": 0.58,
            "y": 0.365
          },
          "kind": "callout",
          "text": "June 2022: Spruce Point Issues “Strong Sell” opinion on Generac",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": null,
            "subkind": {
              "name": "Primary callout",
              "slug": "primary",
              "status": "active",
              "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:42.255+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "c779625b-1eb2-4c4d-a1c2-06077e8d8d78",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "callout",
          "text": "Xylem quietly appointed Thomas Pettit, the former COO of Generac Holdings, to the role of Chief Operations and Supply Chain Officer in November 2022 without even a press release.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:41+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1c7-d467a127c194",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.55,
            "w": 0.5,
            "x": 0.44,
            "y": 0.315
          },
          "kind": "chart",
          "text": "Generac (GNRC) Share Price",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Chart",
              "slug": "chart",
              "status": "active",
              "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8",
              "version": 1,
              "description": "Quantitative chart."
            },
            "tool": null,
            "subkind": {
              "name": "Line chart",
              "slug": "line",
              "status": "active",
              "canonId": "019de52c-ff62-778f-8f6c-a952ceae8677",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "line",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:42.255+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "73695846-5133-4075-b488-ef712d86f2f3",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.2,
            "w": 0.15,
            "x": 0.08,
            "y": 0.67
          },
          "kind": "image",
          "text": "Thomas Pettit",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Headshot",
              "slug": "headshot",
              "status": "active",
              "canonId": "019de52c-fd5f-765c-9282-38b54f61bbbf",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headshot",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:42.255+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "1eaf98b5-cbe5-41ca-997c-ed0b2a6f81cb",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.12,
            "w": 0.9,
            "x": 0.05,
            "y": 0.16
          },
          "kind": "paragraph",
          "text": "Xylem quietly appointed Thomas Pettit, the former COO of Generac Holdings, to the role of Chief Operations and Supply Chain Officer in November 2022 without even a press release. Spruce Point previously called out Generac's operational and financial problems well ahead of any other firm on the Street. Within months Pettit resigned and joined Xylem. We are not optimistic that Mr. Pettit will solve Xylem's challenges.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:42.255+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "5be121e4-7992-4b16-a1ed-0db7a6b22926",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "quote",
          "text": "To build on the foundation of excellence that Tony has laid, we've appointed Thomas Pettit, Xylem's Chief Operations and Supply Chain Officer. Tom joins us next week coming from Generac Power Systems, and he brings 20-plus years of experience leading global supply chains and operations in the industrial and services sectors. We're very pleased to welcome Tom at a time when supply chain and operations continue to be a foundation of competitive advantage. — Xylem CEO",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Quote",
              "slug": "quote",
              "status": "active",
              "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a",
              "version": 1,
              "description": "Pull quote or testimonial."
            },
            "tool": {
              "name": "Authority citation",
              "slug": "authority-citation",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-49ae-7557-89ad-3fca70469b45",
              "version": 1,
              "bodyDocId": null,
              "description": "Quoting an authority figure, study, or precedent to lend weight.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:41+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1c7-d8ed45348db4",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.1,
            "x": 0.45,
            "y": 0.96
          },
          "kind": "source-note",
          "text": "Source: Bloomberg",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:42.255+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "5ab1aec1-91e3-4215-b628-04f8b67cda14",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.25,
            "x": 0.02,
            "y": 0.97
          },
          "kind": "source-note",
          "text": "Source: Q3 2022 Conf Call and Xylem website",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:42.255+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "ec9fd5fa-1da9-4d35-b7e0-b302be28246c",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.65,
            "x": 0.31,
            "y": 0.04
          },
          "kind": "title",
          "text": "Deja-Vu, Xylem Appoints Generac's Former COO",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:42.255+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "dee896c7-6847-4b1d-8158-17276068f72e",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [
        {
          "matchId": "d62b8fac-5946-4364-9179-94affea6119d",
          "evidence": "Frames the new hire as a continuation of a previously identified failed executive.",
          "framework": null,
          "confidence": 0.85,
          "extraction": {
            "at": "2026-05-02 20:29:42.255+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 12,
          "frameworkName": "antagonist-introduction"
        }
      ],
      "arcBeats": [
        {
          "to": 79,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 9,
          "name": "Expose Contradiction",
          "beatId": "b68955ea-1bea-4271-af69-04b4b38ed3c6",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck presents a series of contradictions and concerns about Xylem's financial reporting, operations, and growth prospects",
          "position": 0,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        },
        {
          "to": 56,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 11,
          "name": "Preempt Rebuttal",
          "beatId": "8beb67eb-29a7-4acc-8013-1400d57c9a45",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck anticipates and addresses potential rebuttals to its thesis",
          "position": 2,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 82,
          "from": 1,
          "loop": {
            "name": "27_cost_of_inaction",
            "slug": "27-cost-of-inaction",
            "status": "active",
            "bestFor": "Urgent budget requests, compliance, risk mitigation",
            "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
            "description": "Quantify what happens if the audience does nothing",
            "familyLabel": null
          },
          "matchId": "2fa1c508-68a2-4a6b-9e65-5ff630e9c720",
          "evidence": "The deck presents a detailed analysis of the risks and consequences of not taking action on Xylem's challenges",
          "position": 1,
          "objective": "Highlight the risks of not taking action",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.166406+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        },
        {
          "to": 77,
          "from": 6,
          "loop": {
            "name": "41_so_what_cascade",
            "slug": "41-so-what-cascade",
            "status": "active",
            "bestFor": "Data presentations, executive summaries, driving to recommendations",
            "canonId": "019dd956-769f-7208-afbc-f28985c6f4fb",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Data -> So What? (Insight 1) -> So What? (Insight 2) -> So What? (The Action)",
            "description": "Chain insights together, each answering 'so what?' until you reach the actionable conclusion",
            "familyLabel": null
          },
          "matchId": "7d351594-e5d5-4f56-831e-33e1f8bcec2d",
          "evidence": "The deck presents a series of logical and connected arguments to support its thesis",
          "position": 2,
          "objective": "Build a logical case for the thesis",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.207918+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 13,
      "type": "setup",
      "title": "The slide features the Spruce Point Capital Management logo (the pine tree).",
      "function": "transition",
      "rawType": "section_divider",
      "block": null,
      "metadata": {
        "slideType": "section_divider",
        "slideTypeCanon": {
          "name": "Section divider",
          "slug": "section_divider",
          "status": "active",
          "canonId": "019de52d-066a-7402-9554-6ae504999041",
          "version": 1,
          "description": null
        },
        "function": "transition",
        "functionCanon": {
          "name": "Transition",
          "slug": "transition",
          "status": "active",
          "canonId": "019de52d-1365-7149-92aa-66df859e75fd",
          "version": 1,
          "description": null
        },
        "density": "sparse",
        "densityScore": 9,
        "componentCount": 3,
        "textChars": 229,
        "nDataPoints": 0,
        "notes": "The slide features the Spruce Point Capital Management logo (the pine tree).",
        "elementsJson": [
          "other"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 20:29:36.674+00",
          "seconds": 2.565,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622c-750b-8b99-65deaf51fc65/13",
        "deck": "/decks/019dd923-622c-750b-8b99-65deaf51fc65",
        "deckAnchor": "/decks/019dd923-622c-750b-8b99-65deaf51fc65#slide-13",
        "deckJson": "/decks/019dd923-622c-750b-8b99-65deaf51fc65.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.02,
            "w": 0.53,
            "x": 0.45,
            "y": 0.96
          },
          "kind": "disclaimer",
          "text": "Proprietary and Confidential –May Not Be Distributed or Copied Without Spruce Point Capital Management, LLC Consent",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Disclaimer",
              "slug": "disclaimer",
              "status": "active",
              "canonId": "91173477-d91f-4024-bbaf-d4f93e3f82dc",
              "version": 1,
              "description": "Legal/cautionary text that occupies most of the body of its slide."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:36.674+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "81650531-cb89-41a7-841d-9a97273d4f1d",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.325,
            "w": 0.2,
            "x": 0.073,
            "y": 0.306
          },
          "kind": "image",
          "text": "Spruce Point Capital Management logo",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Logo",
              "slug": "logo",
              "status": "active",
              "canonId": "019de52c-fdaf-743d-94c4-d7c6a0e55302",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "logo",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:36.674+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "6deac1b7-21d4-4abb-bfe1-b9750755b82b",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.12,
            "w": 0.55,
            "x": 0.37,
            "y": 0.408
          },
          "kind": "title",
          "text": "Xylem's Abysmal Failures And Struggles Leading Up To Its Acquisition of Evoqua",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:36.674+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "64432c03-4e9a-4a55-a902-324ccac21736",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 79,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 9,
          "name": "Expose Contradiction",
          "beatId": "b68955ea-1bea-4271-af69-04b4b38ed3c6",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck presents a series of contradictions and concerns about Xylem's financial reporting, operations, and growth prospects",
          "position": 0,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        },
        {
          "to": 56,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 11,
          "name": "Preempt Rebuttal",
          "beatId": "8beb67eb-29a7-4acc-8013-1400d57c9a45",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck anticipates and addresses potential rebuttals to its thesis",
          "position": 2,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 82,
          "from": 1,
          "loop": {
            "name": "27_cost_of_inaction",
            "slug": "27-cost-of-inaction",
            "status": "active",
            "bestFor": "Urgent budget requests, compliance, risk mitigation",
            "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
            "description": "Quantify what happens if the audience does nothing",
            "familyLabel": null
          },
          "matchId": "2fa1c508-68a2-4a6b-9e65-5ff630e9c720",
          "evidence": "The deck presents a detailed analysis of the risks and consequences of not taking action on Xylem's challenges",
          "position": 1,
          "objective": "Highlight the risks of not taking action",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.166406+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        },
        {
          "to": 77,
          "from": 6,
          "loop": {
            "name": "41_so_what_cascade",
            "slug": "41-so-what-cascade",
            "status": "active",
            "bestFor": "Data presentations, executive summaries, driving to recommendations",
            "canonId": "019dd956-769f-7208-afbc-f28985c6f4fb",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Data -> So What? (Insight 1) -> So What? (Insight 2) -> So What? (The Action)",
            "description": "Chain insights together, each answering 'so what?' until you reach the actionable conclusion",
            "familyLabel": null
          },
          "matchId": "7d351594-e5d5-4f56-831e-33e1f8bcec2d",
          "evidence": "The deck presents a series of logical and connected arguments to support its thesis",
          "position": 2,
          "objective": "Build a logical case for the thesis",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.207918+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 14,
      "type": "tension",
      "title": "Uses a 'before-after' or 'promise-vs-reality' structure to highlight failure.",
      "function": "expose_contradiction",
      "rawType": "expose_contradiction",
      "block": null,
      "metadata": {
        "slideType": "expose_contradiction",
        "slideTypeCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df",
          "version": 1,
          "description": null
        },
        "function": "expose_contradiction",
        "functionCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-171f-776f-887c-73edaff4cf9c",
          "version": 1,
          "description": null
        },
        "density": "overcrowded",
        "densityScore": 87,
        "componentCount": 11,
        "textChars": 1311,
        "nDataPoints": 6,
        "notes": "Uses a 'before-after' or 'promise-vs-reality' structure to highlight failure.",
        "elementsJson": [
          "headline_text",
          "callout_box",
          "screenshot",
          "process_diagram"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 20:29:38.407+00",
          "seconds": 4.249,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622c-750b-8b99-65deaf51fc65/14",
        "deck": "/decks/019dd923-622c-750b-8b99-65deaf51fc65",
        "deckAnchor": "/decks/019dd923-622c-750b-8b99-65deaf51fc65#slide-14",
        "deckJson": "/decks/019dd923-622c-750b-8b99-65deaf51fc65.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.12,
            "w": 0.17,
            "x": 0.81,
            "y": 0.84
          },
          "kind": "callout",
          "text": "Down three quarters in a row into the Evoqua close. Q1'23 conversion at -69%(1)",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": null,
            "subkind": {
              "name": "Primary callout",
              "slug": "primary",
              "status": "active",
              "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:38.407+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "095f5367-0b85-4648-8fdf-95d22525905f",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.12,
            "w": 0.33,
            "x": 0.02,
            "y": 0.84
          },
          "kind": "callout",
          "text": "Evoqua acquisition does not accelerate revenue growth and appears to be dilutive, not accretive",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": null,
            "subkind": {
              "name": "Primary callout",
              "slug": "primary",
              "status": "active",
              "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:38.407+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "13365562-f0a2-434a-b294-656f05af0cc3",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.12,
            "w": 0.43,
            "x": 0.36,
            "y": 0.84
          },
          "kind": "callout",
          "text": "Did not disclose digital sales in 2022 and changed digital leadership. Emerging markets sales grew just +0.80% in 2022. Adj. EBITDA margin declined from 17.1% (2021) to 16.3% (Q1'23)",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": null,
            "subkind": {
              "name": "Primary callout",
              "slug": "primary",
              "status": "active",
              "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:38.407+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "c43b069d-153d-4d06-a54e-2e354a0699d3",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "callout",
          "text": "Spruce Point believes that Xylem's acquisition of Evoqua is an implicit acknowledgement of failure towards its long-term goals for 2025 which it previously outlined at its Investor Day on September 30, 2021.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:40+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1c6-676451a22241",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.35,
            "w": 0.43,
            "x": 0.36,
            "y": 0.39
          },
          "kind": "image",
          "text": "Digital Revenue, Emerging Markets, EBITDA Margin Expansion slide from Xylem 2021 Investor Day",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Screenshot",
              "slug": "screenshot",
              "status": "active",
              "canonId": "019de52c-fd87-7509-8391-3d79fb339379",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "screenshot",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:38.407+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "085f57ee-40f9-4316-9d6b-d5213d271bda",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.35,
            "w": 0.17,
            "x": 0.81,
            "y": 0.39
          },
          "kind": "image",
          "text": "FCF Conversion slide from Xylem 2021 Investor Day",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Screenshot",
              "slug": "screenshot",
              "status": "active",
              "canonId": "019de52c-fd87-7509-8391-3d79fb339379",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "screenshot",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:38.407+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "55d23454-e52b-4d9c-a11a-3ddb532492b5",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.35,
            "w": 0.33,
            "x": 0.02,
            "y": 0.39
          },
          "kind": "image",
          "text": "M&A Objectives slide from Xylem 2021 Investor Day",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Screenshot",
              "slug": "screenshot",
              "status": "active",
              "canonId": "019de52c-fd87-7509-8391-3d79fb339379",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "screenshot",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:38.407+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "e0aa1817-32a2-4195-9887-e0216a2aa4b0",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "FCF Conversion: -69%",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:40+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1c6-69d62fdd9fac",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.07,
            "w": 0.96,
            "x": 0.02,
            "y": 0.17
          },
          "kind": "paragraph",
          "text": "Spruce Point believes that Xylem's acquisition of Evoqua is an implicit acknowledgement of failure towards its long-term goals for 2025 which it previously outlined at its Investor Day on September 30, 2021. We believe that at least five of its financial goals were on track for disappointment.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:38.407+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "5f93ff3c-f4d7-4ea2-bbfa-cde3c1286e16",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.96,
            "x": 0.02,
            "y": 0.97
          },
          "kind": "source-note",
          "text": "Source: Xylem 2021 Investor and Analyst Day (1) Based on GAAP Net Income, -35% based on Xylem's adjusted results. See Q1'23 investor presentation.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:38.407+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "ec510f5e-bf7b-4d88-8482-2bbb735d52c4",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.07,
            "w": 0.65,
            "x": 0.31,
            "y": 0.03
          },
          "kind": "title",
          "text": "Spruce Point Believes Xylem's Acquisition of Evoqua Is An Implicit Failure of Its Long-Term Goals",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:38.407+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "86ebb77a-f410-4556-b322-772852d64fa4",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [
        {
          "matchId": "150c5e1a-547b-4c9e-8973-62b1bdf828ac",
          "evidence": "Contrasting company promises with performance data to allege failure/misleading statements.",
          "framework": null,
          "confidence": 0.85,
          "extraction": {
            "at": "2026-05-02 20:29:38.407+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 14,
          "frameworkName": "fraud-exposure"
        }
      ],
      "arcBeats": [
        {
          "to": 79,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 9,
          "name": "Expose Contradiction",
          "beatId": "b68955ea-1bea-4271-af69-04b4b38ed3c6",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck presents a series of contradictions and concerns about Xylem's financial reporting, operations, and growth prospects",
          "position": 0,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        },
        {
          "to": 56,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 11,
          "name": "Preempt Rebuttal",
          "beatId": "8beb67eb-29a7-4acc-8013-1400d57c9a45",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck anticipates and addresses potential rebuttals to its thesis",
          "position": 2,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 82,
          "from": 1,
          "loop": {
            "name": "27_cost_of_inaction",
            "slug": "27-cost-of-inaction",
            "status": "active",
            "bestFor": "Urgent budget requests, compliance, risk mitigation",
            "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
            "description": "Quantify what happens if the audience does nothing",
            "familyLabel": null
          },
          "matchId": "2fa1c508-68a2-4a6b-9e65-5ff630e9c720",
          "evidence": "The deck presents a detailed analysis of the risks and consequences of not taking action on Xylem's challenges",
          "position": 1,
          "objective": "Highlight the risks of not taking action",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.166406+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        },
        {
          "to": 77,
          "from": 6,
          "loop": {
            "name": "41_so_what_cascade",
            "slug": "41-so-what-cascade",
            "status": "active",
            "bestFor": "Data presentations, executive summaries, driving to recommendations",
            "canonId": "019dd956-769f-7208-afbc-f28985c6f4fb",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Data -> So What? (Insight 1) -> So What? (Insight 2) -> So What? (The Action)",
            "description": "Chain insights together, each answering 'so what?' until you reach the actionable conclusion",
            "familyLabel": null
          },
          "matchId": "7d351594-e5d5-4f56-831e-33e1f8bcec2d",
          "evidence": "The deck presents a series of logical and connected arguments to support its thesis",
          "position": 2,
          "objective": "Build a logical case for the thesis",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.207918+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 15,
      "type": "tension",
      "title": "Uses a red arrow to link the company's stated goal (50-75 bps) to the executive's critique of that goal.",
      "function": "expose_contradiction",
      "rawType": "expose_contradiction",
      "block": null,
      "metadata": {
        "slideType": "expose_contradiction",
        "slideTypeCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df",
          "version": 1,
          "description": null
        },
        "function": "expose_contradiction",
        "functionCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-171f-776f-887c-73edaff4cf9c",
          "version": 1,
          "description": null
        },
        "density": "overcrowded",
        "densityScore": 76,
        "componentCount": 8,
        "textChars": 1610,
        "nDataPoints": 1,
        "notes": "Uses a red arrow to link the company's stated goal (50-75 bps) to the executive's critique of that goal.",
        "elementsJson": [
          "headline_text",
          "callout_box",
          "quote_block",
          "big_number",
          "photo"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 20:29:37.326+00",
          "seconds": 2.967,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622c-750b-8b99-65deaf51fc65/15",
        "deck": "/decks/019dd923-622c-750b-8b99-65deaf51fc65",
        "deckAnchor": "/decks/019dd923-622c-750b-8b99-65deaf51fc65#slide-15",
        "deckJson": "/decks/019dd923-622c-750b-8b99-65deaf51fc65.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "Spruce Point interviewed a former senior executive who formerly had insights into executive management and the Board and heard an opinion that a majority of Xylem’s businesses were commodities without a lot of margin potential.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:40+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1c7-147b9ee4e5b7",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.2,
            "w": 0.2,
            "x": 0.04,
            "y": 0.0043
          },
          "kind": "metric",
          "text": "50-75 bps Avg. Adj. EBITDA Margin Expansion per Year",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": null,
            "subkind": {
              "name": "Big number",
              "slug": "big-number",
              "status": "active",
              "canonId": "019de52c-fc70-70c8-b965-0584548a9204",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "big-number",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:37.326+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "eea7d3f6-ec58-4ecc-9145-fa95966bbe54",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "Avg. Adj. EBITDA Margin Expansion: 50-75 bps",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:40+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1c7-1ee2f84d88af",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.07,
            "w": 0.96,
            "x": 0.02,
            "y": 0.00185
          },
          "kind": "paragraph",
          "text": "Spruce Point interviewed a former senior executive who formerly had insights into executive management and the Board and heard an opinion that a majority of Xylem's businesses were commodities without a lot of margin potential.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:37.326+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "21cf7782-162e-4776-aa06-1970aa7b637b",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.3,
            "w": 0.48,
            "x": 0.5,
            "y": 0.0055
          },
          "kind": "quote",
          "text": "I think while Applied Water and Water Infrastructure segments have scale in these commodity businesses, they are in solid shape and not huge investment, but I think the challenge with Xylem overall is how do you get margin expansion when you have two large segments where there is not a lot of margin expansion potential in those businesses. That is the biggest question; can you get growth and margin expansion faster then the market?",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Quote",
              "slug": "quote",
              "status": "active",
              "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a",
              "version": 1,
              "description": "Pull quote or testimonial."
            },
            "tool": null,
            "subkind": {
              "name": "Testimonial",
              "slug": "testimonial",
              "status": "active",
              "canonId": "019de52c-fc21-71b6-9ac3-8266a64945e8",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "testimonial",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:37.326+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "5a64cbb2-8616-47aa-bfd4-9cafa0d166bf",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "quote",
          "text": "“I think while Applied Water and Water Infrastructure segments have scale in these commodity businesses, they are in solid shape and not huge investment, but I think the challenge with Xylem overall is how do you get margin expansion when you have two large segments where there is not a lot of margin expansion potential in those businesses. That is the biggest question; can you get growth and margin expansion faster then the market?” — Former Xylem Executive",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Quote",
              "slug": "quote",
              "status": "active",
              "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a",
              "version": 1,
              "description": "Pull quote or testimonial."
            },
            "tool": {
              "name": "Authority citation",
              "slug": "authority-citation",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-49ae-7557-89ad-3fca70469b45",
              "version": 1,
              "bodyDocId": null,
              "description": "Quoting an authority figure, study, or precedent to lend weight.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:40+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1c7-1858b6421592",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.45,
            "x": 0.02,
            "y": 0.97
          },
          "kind": "source-note",
          "text": "Source: Xylem 2021 Investor and Analyst Day, Spruce Point Research Interview",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:37.326+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "b521d39c-5f96-4118-9703-c8148bcba028",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.65,
            "x": 0.31,
            "y": 0.03
          },
          "kind": "title",
          "text": "Xylem's Core Products Described As \"Commodity\" Businesses With Limited Margin Potential",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:37.326+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "7b4951a1-009d-4400-9f7d-1f08265113d3",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [
        {
          "matchId": "ab2854df-d6f3-4a74-9858-80a027dfade5",
          "evidence": "Contrasts company guidance with expert testimony",
          "framework": null,
          "confidence": 1,
          "extraction": {
            "at": "2026-05-02 20:29:37.326+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 15,
          "frameworkName": "expose_contradiction"
        }
      ],
      "arcBeats": [
        {
          "to": 79,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 9,
          "name": "Expose Contradiction",
          "beatId": "b68955ea-1bea-4271-af69-04b4b38ed3c6",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck presents a series of contradictions and concerns about Xylem's financial reporting, operations, and growth prospects",
          "position": 0,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        },
        {
          "to": 56,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 11,
          "name": "Preempt Rebuttal",
          "beatId": "8beb67eb-29a7-4acc-8013-1400d57c9a45",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck anticipates and addresses potential rebuttals to its thesis",
          "position": 2,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 82,
          "from": 1,
          "loop": {
            "name": "27_cost_of_inaction",
            "slug": "27-cost-of-inaction",
            "status": "active",
            "bestFor": "Urgent budget requests, compliance, risk mitigation",
            "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
            "description": "Quantify what happens if the audience does nothing",
            "familyLabel": null
          },
          "matchId": "2fa1c508-68a2-4a6b-9e65-5ff630e9c720",
          "evidence": "The deck presents a detailed analysis of the risks and consequences of not taking action on Xylem's challenges",
          "position": 1,
          "objective": "Highlight the risks of not taking action",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.166406+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        },
        {
          "to": 77,
          "from": 6,
          "loop": {
            "name": "41_so_what_cascade",
            "slug": "41-so-what-cascade",
            "status": "active",
            "bestFor": "Data presentations, executive summaries, driving to recommendations",
            "canonId": "019dd956-769f-7208-afbc-f28985c6f4fb",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Data -> So What? (Insight 1) -> So What? (Insight 2) -> So What? (The Action)",
            "description": "Chain insights together, each answering 'so what?' until you reach the actionable conclusion",
            "familyLabel": null
          },
          "matchId": "7d351594-e5d5-4f56-831e-33e1f8bcec2d",
          "evidence": "The deck presents a series of logical and connected arguments to support its thesis",
          "position": 2,
          "objective": "Build a logical case for the thesis",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.207918+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 16,
      "type": "tension",
      "title": "Uses a side-by-side comparison of company claims vs. internal expert testimony.",
      "function": "expose_contradiction",
      "rawType": "expose_contradiction",
      "block": null,
      "metadata": {
        "slideType": "expose_contradiction",
        "slideTypeCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df",
          "version": 1,
          "description": null
        },
        "function": "expose_contradiction",
        "functionCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-171f-776f-887c-73edaff4cf9c",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 66,
        "componentCount": 7,
        "textChars": 1241,
        "nDataPoints": 3,
        "notes": "Uses a side-by-side comparison of company claims vs. internal expert testimony.",
        "elementsJson": [
          "headline_text",
          "paragraph",
          "comparison_table",
          "screenshot",
          "footnote"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 20:29:37.953+00",
          "seconds": 3.15,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622c-750b-8b99-65deaf51fc65/16",
        "deck": "/decks/019dd923-622c-750b-8b99-65deaf51fc65",
        "deckAnchor": "/decks/019dd923-622c-750b-8b99-65deaf51fc65#slide-16",
        "deckJson": "/decks/019dd923-622c-750b-8b99-65deaf51fc65.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "There is an underappreciated risk that smaller sized utilities will constitute a majority of the deals in the future, and that competitors offering simpler AMI product suites could take share.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:40+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1c6-c8da12276a3b",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.12,
            "w": 0.35,
            "x": 0.59,
            "y": 0.61
          },
          "kind": "chart",
          "text": "North America AMI Adoption Rates",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Chart",
              "slug": "chart",
              "status": "active",
              "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8",
              "version": 1,
              "description": "Quantitative chart."
            },
            "tool": null,
            "subkind": {
              "name": "Pie chart",
              "slug": "pie",
              "status": "active",
              "canonId": "019de52c-ffdb-71bb-a800-5c5ab9f1c373",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "pie",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:37.953+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "2ccff4ac-ff7f-40a2-a571-f3bc82f2253b",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.16,
            "w": 0.96,
            "x": 0.02,
            "y": 0.16
          },
          "kind": "paragraph",
          "text": "Xylem often touts its strong backlog in Advanced Metering Solutions (AMI), and has claimed that adoption in the U.S. is only 30% since 2021, which suggests a long runway for growth. The COO even said Xylem had a “very strong value proposition”. However, based on our interview of a former Xylem senior executive with knowledge of AMI, we learned that its value proposition is not uniform throughout the marketplace. In fact, there is an underappreciated risk that smaller sized utilities will constitute a majority of the deals in the future, and that competitors offering simpler AMI product suites could take share.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:37.953+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "5e876810-2f3a-4936-94bd-4296c4d41c3e",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "quote",
          "text": "And we're still in early innings of utilities adopting AMI technology. Only 1/3 of utilities in the U.S. have adopted AMI technology. So I think we've got a long runway ahead of us. — COO Pine, Stifel Conf June 7, 2023",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Quote",
              "slug": "quote",
              "status": "active",
              "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a",
              "version": 1,
              "description": "Pull quote or testimonial."
            },
            "tool": {
              "name": "Authority citation",
              "slug": "authority-citation",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-49ae-7557-89ad-3fca70469b45",
              "version": 1,
              "bodyDocId": null,
              "description": "Quoting an authority figure, study, or precedent to lend weight.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:40+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1c6-cdfd4e12bbb7",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.55,
            "x": 0.02,
            "y": 0.97
          },
          "kind": "source-note",
          "text": "Source: Xylem 2021 Investor and Analyst Day, Q1 2023 Conf Call, Spruce Point Research Interview",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:37.953+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "c985be11-a227-486c-944f-469e6e406fc5",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.6,
            "w": 0.48,
            "x": 0.02,
            "y": 0.35
          },
          "kind": "table",
          "text": "Xylem Quotes on AMI",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Table",
              "slug": "table",
              "status": "active",
              "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28",
              "version": 1,
              "description": "Tabular data layout."
            },
            "tool": null,
            "subkind": {
              "name": "Data table",
              "slug": "data",
              "status": "active",
              "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "data",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:37.953+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "6312ae3d-d506-4946-adbe-12ed9da74dff",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.65,
            "x": 0.31,
            "y": 0.03
          },
          "kind": "title",
          "text": "Underappreciated Risks To AMI, One of Xylem’s Biggest Growth Stories",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:37.953+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "31fafed1-3b37-4d58-bf32-18b7494870be",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [
        {
          "matchId": "a4f9a914-d811-4b3e-adf3-1ae18ac802ad",
          "evidence": "Contrasts public company statements with private expert interview to undermine growth thesis.",
          "framework": null,
          "confidence": 1,
          "extraction": {
            "at": "2026-05-02 20:29:37.953+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 16,
          "frameworkName": "expose_contradiction"
        }
      ],
      "arcBeats": [
        {
          "to": 79,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 9,
          "name": "Expose Contradiction",
          "beatId": "b68955ea-1bea-4271-af69-04b4b38ed3c6",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck presents a series of contradictions and concerns about Xylem's financial reporting, operations, and growth prospects",
          "position": 0,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        },
        {
          "to": 56,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 11,
          "name": "Preempt Rebuttal",
          "beatId": "8beb67eb-29a7-4acc-8013-1400d57c9a45",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck anticipates and addresses potential rebuttals to its thesis",
          "position": 2,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 82,
          "from": 1,
          "loop": {
            "name": "27_cost_of_inaction",
            "slug": "27-cost-of-inaction",
            "status": "active",
            "bestFor": "Urgent budget requests, compliance, risk mitigation",
            "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
            "description": "Quantify what happens if the audience does nothing",
            "familyLabel": null
          },
          "matchId": "2fa1c508-68a2-4a6b-9e65-5ff630e9c720",
          "evidence": "The deck presents a detailed analysis of the risks and consequences of not taking action on Xylem's challenges",
          "position": 1,
          "objective": "Highlight the risks of not taking action",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.166406+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        },
        {
          "to": 77,
          "from": 6,
          "loop": {
            "name": "41_so_what_cascade",
            "slug": "41-so-what-cascade",
            "status": "active",
            "bestFor": "Data presentations, executive summaries, driving to recommendations",
            "canonId": "019dd956-769f-7208-afbc-f28985c6f4fb",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Data -> So What? (Insight 1) -> So What? (Insight 2) -> So What? (The Action)",
            "description": "Chain insights together, each answering 'so what?' until you reach the actionable conclusion",
            "familyLabel": null
          },
          "matchId": "7d351594-e5d5-4f56-831e-33e1f8bcec2d",
          "evidence": "The deck presents a series of logical and connected arguments to support its thesis",
          "position": 2,
          "objective": "Build a logical case for the thesis",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.207918+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 17,
      "type": "tension",
      "title": "Uses a 'CEO Quote Contradiction' framework to highlight the gap between corporate narrative and operational reality.",
      "function": "expose_contradiction",
      "rawType": "expose_contradiction",
      "block": null,
      "metadata": {
        "slideType": "expose_contradiction",
        "slideTypeCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df",
          "version": 1,
          "description": null
        },
        "function": "expose_contradiction",
        "functionCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-171f-776f-887c-73edaff4cf9c",
          "version": 1,
          "description": null
        },
        "density": "overcrowded",
        "densityScore": 80,
        "componentCount": 8,
        "textChars": 1833,
        "nDataPoints": 6,
        "notes": "Uses a 'CEO Quote Contradiction' framework to highlight the gap between corporate narrative and operational reality.",
        "elementsJson": [
          "headline_text",
          "paragraph",
          "screenshot",
          "data_table"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 20:29:38.205+00",
          "seconds": 3.261,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622c-750b-8b99-65deaf51fc65/17",
        "deck": "/decks/019dd923-622c-750b-8b99-65deaf51fc65",
        "deckAnchor": "/decks/019dd923-622c-750b-8b99-65deaf51fc65#slide-17",
        "deckJson": "/decks/019dd923-622c-750b-8b99-65deaf51fc65.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.08,
            "w": 0.96,
            "x": 0.02,
            "y": 0.17
          },
          "kind": "callout",
          "text": "Approximately 20% of Xylem's revenues are from emerging markets. In contrast to the significant opportunity touted by the Company, we learned that the margins in this region are typically dilutive because a majority of the market is low-cost driven and not seeking premium priced products.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": null,
            "subkind": {
              "name": "Primary callout",
              "slug": "primary",
              "status": "active",
              "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:38.205+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "1257d38e-3acb-4561-9539-ad0959900da6",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "callout",
          "text": "In contrast to the significant opportunity touted by the Company, we learned that the margins in this region are typically dilutive because a majority of the market is low-cost driven and not seeking premium priced products.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:41+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1c7-916689828430",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.65,
            "w": 0.96,
            "x": 0.02,
            "y": 0.28
          },
          "kind": "framework",
          "text": "Comparison of Xylem's promotional materials vs. former executive testimony",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Framework",
              "slug": "framework",
              "status": "active",
              "canonId": "019de52c-fa18-77c6-b10a-ccb8277ac0fa",
              "version": 1,
              "description": "Named conceptual framework instance."
            },
            "tool": null,
            "subkind": {
              "name": "Framework instance",
              "slug": "instance",
              "status": "active",
              "canonId": "019de52d-05a2-72af-be0b-7edc60708a03",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "instance",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:38.205+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "855fa0a7-29f0-4a91-a95e-38c073f8864f",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.58,
            "w": 0.44,
            "x": 0.02,
            "y": 0.35
          },
          "kind": "image",
          "text": "Xylem promotional slides showing market opportunity",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Screenshot",
              "slug": "screenshot",
              "status": "active",
              "canonId": "019de52c-fd87-7509-8391-3d79fb339379",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "screenshot",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:38.205+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "d0487712-02fd-4fb3-9766-a5170574c545",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "quote",
          "text": "\"As Patrick mentioned in his comments, and as Franz (VP of Emerging Markets) is going to speak about shortly, emerging markets is still a key growth focus for us. We're in a strong position now to accelerate our product development capability in the region to develop more products and solutions locally that are more aligned with the needs of customers in those markets.\" — CFO Rowland, Analyst Day Sept 2021; \"They invested heavily and early in China, India and the MidEast. We look like a local competitor with local nationals running them. The challenge there in China and India (less so in the MidEast) – there's a market segment that wants premium products and willing to pay a premium price. That's 20% of the market. The rest are price sensitive, looking for the cheapest price. That drives a market dynamic that's different from the rest of the geographies. Places like India have dilutive margins. Growth potential is there, but margin potential is dilutive.\" — Former Xylem Executive Response",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Quote",
              "slug": "quote",
              "status": "active",
              "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a",
              "version": 1,
              "description": "Pull quote or testimonial."
            },
            "tool": {
              "name": "Authority citation",
              "slug": "authority-citation",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-49ae-7557-89ad-3fca70469b45",
              "version": 1,
              "bodyDocId": null,
              "description": "Quoting an authority figure, study, or precedent to lend weight.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:41+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1c7-957880a344c6",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.45,
            "x": 0.02,
            "y": 0.97
          },
          "kind": "source-note",
          "text": "Source: Xylem 2021 Investor and Analyst Day, Spruce Point Research Interview",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:38.205+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "fa81dcbc-7712-4e39-88c0-1aa998c28464",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.6,
            "w": 0.52,
            "x": 0.46,
            "y": 0.33
          },
          "kind": "table",
          "text": "Quotes from CFO and Former Executive",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Table",
              "slug": "table",
              "status": "active",
              "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28",
              "version": 1,
              "description": "Tabular data layout."
            },
            "tool": null,
            "subkind": {
              "name": "Data table",
              "slug": "data",
              "status": "active",
              "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "data",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:38.205+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "cb509904-7c9e-45f4-9918-46f173bc05c1",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.07,
            "w": 0.65,
            "x": 0.31,
            "y": 0.03
          },
          "kind": "title",
          "text": "Xylem's Emerging Market Opportunity Is Less Attractive From A Margin Perspective",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:38.205+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "82f2f368-b27e-42f9-a899-77026a1ed344",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [
        {
          "matchId": "efd552f3-5684-496b-8c1c-13f546c4b46c",
          "evidence": "Direct juxtaposition of company promotional quotes against critical expert testimony.",
          "framework": null,
          "confidence": 1,
          "extraction": {
            "at": "2026-05-02 20:29:38.205+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 17,
          "frameworkName": "ceo-quote-contradiction"
        }
      ],
      "arcBeats": [
        {
          "to": 79,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 9,
          "name": "Expose Contradiction",
          "beatId": "b68955ea-1bea-4271-af69-04b4b38ed3c6",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck presents a series of contradictions and concerns about Xylem's financial reporting, operations, and growth prospects",
          "position": 0,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        },
        {
          "to": 56,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 11,
          "name": "Preempt Rebuttal",
          "beatId": "8beb67eb-29a7-4acc-8013-1400d57c9a45",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck anticipates and addresses potential rebuttals to its thesis",
          "position": 2,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 82,
          "from": 1,
          "loop": {
            "name": "27_cost_of_inaction",
            "slug": "27-cost-of-inaction",
            "status": "active",
            "bestFor": "Urgent budget requests, compliance, risk mitigation",
            "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
            "description": "Quantify what happens if the audience does nothing",
            "familyLabel": null
          },
          "matchId": "2fa1c508-68a2-4a6b-9e65-5ff630e9c720",
          "evidence": "The deck presents a detailed analysis of the risks and consequences of not taking action on Xylem's challenges",
          "position": 1,
          "objective": "Highlight the risks of not taking action",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.166406+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        },
        {
          "to": 77,
          "from": 6,
          "loop": {
            "name": "41_so_what_cascade",
            "slug": "41-so-what-cascade",
            "status": "active",
            "bestFor": "Data presentations, executive summaries, driving to recommendations",
            "canonId": "019dd956-769f-7208-afbc-f28985c6f4fb",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Data -> So What? (Insight 1) -> So What? (Insight 2) -> So What? (The Action)",
            "description": "Chain insights together, each answering 'so what?' until you reach the actionable conclusion",
            "familyLabel": null
          },
          "matchId": "7d351594-e5d5-4f56-831e-33e1f8bcec2d",
          "evidence": "The deck presents a series of logical and connected arguments to support its thesis",
          "position": 2,
          "objective": "Build a logical case for the thesis",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.207918+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 18,
      "type": "tension",
      "title": "Uses a 'Spruce Point Question' vs 'Former Xylem Executive Response' format to highlight operational dysfunction.",
      "function": "expose_contradiction",
      "rawType": "expose_contradiction",
      "block": null,
      "metadata": {
        "slideType": "expose_contradiction",
        "slideTypeCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df",
          "version": 1,
          "description": null
        },
        "function": "expose_contradiction",
        "functionCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-171f-776f-887c-73edaff4cf9c",
          "version": 1,
          "description": null
        },
        "density": "overcrowded",
        "densityScore": 87,
        "componentCount": 9,
        "textChars": 1598,
        "nDataPoints": 30,
        "notes": "Uses a 'Spruce Point Question' vs 'Former Xylem Executive Response' format to highlight operational dysfunction.",
        "elementsJson": [
          "headline_text",
          "paragraph",
          "callout_box",
          "data_table"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 20:29:38.53+00",
          "seconds": 3.555,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622c-750b-8b99-65deaf51fc65/18",
        "deck": "/decks/019dd923-622c-750b-8b99-65deaf51fc65",
        "deckAnchor": "/decks/019dd923-622c-750b-8b99-65deaf51fc65#slide-18",
        "deckJson": "/decks/019dd923-622c-750b-8b99-65deaf51fc65.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.06,
            "w": 0.94,
            "x": 0.03,
            "y": 0.37
          },
          "kind": "callout",
          "text": "Spruce Point Question: Integrating sounds easy on the surface, but hard to do in practice. What's your take on Xylem?",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": null,
            "subkind": {
              "name": "Primary callout",
              "slug": "primary",
              "status": "active",
              "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:38.53+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "aea43e2d-ac28-4773-8b80-098df882b4ee",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "callout",
          "text": "Spruce Point frequently finds that when companies have trouble meeting their capex projections, it is at best an indication of poor financial management, and at worst a symptom of significant underlying problems in the business.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:41+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1c7-bac0b260a43a",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "Capex underspend: $95 million",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:41+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1c7-c089acb24e35",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.07,
            "w": 0.94,
            "x": 0.03,
            "y": 0.16
          },
          "kind": "paragraph",
          "text": "Spruce Point frequently finds that when companies have trouble meeting their capex projections, it is at best an indication of poor financial management, and at worst a symptom of significant underlying problems in the business.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:38.53+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "f5ba5286-b894-4ccb-a12a-b3c47859d175",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.14,
            "w": 0.94,
            "x": 0.03,
            "y": 0.44
          },
          "kind": "quote",
          "text": "When Xylem spun out of ITT it was not integrated... We made progress, but there is a lot still there. The question is how does Xylem find a way to live with the complexity vs. getting to one system.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Quote",
              "slug": "quote",
              "status": "active",
              "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a",
              "version": 1,
              "description": "Pull quote or testimonial."
            },
            "tool": null,
            "subkind": {
              "name": "Testimonial",
              "slug": "testimonial",
              "status": "active",
              "canonId": "019de52c-fc21-71b6-9ac3-8266a64945e8",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "testimonial",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:38.53+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "15bb3fba-ccf3-4cd8-8652-f7c2e6c93b29",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "quote",
          "text": "When Xylem spun out of ITT it was not integrated. ITT had internal businesses competing with each other. When it spun out the number of ERP CRM CPQ systems where like 50 to 70 different systems across the Company. Legal entities, much higher than that. Initially, we were a self-help story. Everyone loved it for a while. We made progress, but there is a lot still there. The question is how does Xylem find a way to live with the complexity vs. getting to one system. Very expensive and a lot of change management to fix things. — Former Xylem Executive",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Quote",
              "slug": "quote",
              "status": "active",
              "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a",
              "version": 1,
              "description": "Pull quote or testimonial."
            },
            "tool": {
              "name": "Authority citation",
              "slug": "authority-citation",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-49ae-7557-89ad-3fca70469b45",
              "version": 1,
              "bodyDocId": null,
              "description": "Quoting an authority figure, study, or precedent to lend weight.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:41+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1c7-bca8fc28aa00",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.45,
            "x": 0.03,
            "y": 0.96
          },
          "kind": "source-note",
          "text": "Source: Xylem financial statements, Spruce Point analysis and interview",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:38.53+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "4a0a0359-d6a0-4a5b-a2bc-725092643140",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.35,
            "w": 0.94,
            "x": 0.03,
            "y": 0.59
          },
          "kind": "table",
          "text": "Xylem's Guidance vs. Actual Results table showing Capex and Restructuring Expense variances from 2019-2022.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Table",
              "slug": "table",
              "status": "active",
              "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28",
              "version": 1,
              "description": "Tabular data layout."
            },
            "tool": null,
            "subkind": {
              "name": "Data table",
              "slug": "data",
              "status": "active",
              "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "data",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:38.53+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "be7f34bd-51e9-42c7-bca6-e8c217f18b26",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.65,
            "x": 0.31,
            "y": 0.03
          },
          "kind": "title",
          "text": "Chronic Underinvestment And Over-Booking of Restructuring Expenses",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:38.53+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "cbd9e3fe-2522-45ae-874d-61466505798f",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [
        {
          "matchId": "22298013-8794-4b58-8f35-d0c0439efe38",
          "evidence": "Uses a former executive quote to contradict management's financial guidance narrative.",
          "framework": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-05-02 20:29:38.53+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 18,
          "frameworkName": "ceo-quote-contradiction"
        }
      ],
      "arcBeats": [
        {
          "to": 79,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 9,
          "name": "Expose Contradiction",
          "beatId": "b68955ea-1bea-4271-af69-04b4b38ed3c6",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck presents a series of contradictions and concerns about Xylem's financial reporting, operations, and growth prospects",
          "position": 0,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        },
        {
          "to": 56,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 11,
          "name": "Preempt Rebuttal",
          "beatId": "8beb67eb-29a7-4acc-8013-1400d57c9a45",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck anticipates and addresses potential rebuttals to its thesis",
          "position": 2,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 82,
          "from": 1,
          "loop": {
            "name": "27_cost_of_inaction",
            "slug": "27-cost-of-inaction",
            "status": "active",
            "bestFor": "Urgent budget requests, compliance, risk mitigation",
            "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
            "description": "Quantify what happens if the audience does nothing",
            "familyLabel": null
          },
          "matchId": "2fa1c508-68a2-4a6b-9e65-5ff630e9c720",
          "evidence": "The deck presents a detailed analysis of the risks and consequences of not taking action on Xylem's challenges",
          "position": 1,
          "objective": "Highlight the risks of not taking action",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.166406+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        },
        {
          "to": 77,
          "from": 6,
          "loop": {
            "name": "41_so_what_cascade",
            "slug": "41-so-what-cascade",
            "status": "active",
            "bestFor": "Data presentations, executive summaries, driving to recommendations",
            "canonId": "019dd956-769f-7208-afbc-f28985c6f4fb",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Data -> So What? (Insight 1) -> So What? (Insight 2) -> So What? (The Action)",
            "description": "Chain insights together, each answering 'so what?' until you reach the actionable conclusion",
            "familyLabel": null
          },
          "matchId": "7d351594-e5d5-4f56-831e-33e1f8bcec2d",
          "evidence": "The deck presents a series of logical and connected arguments to support its thesis",
          "position": 2,
          "objective": "Build a logical case for the thesis",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.207918+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 19,
      "type": "tension",
      "title": "The slide uses red boxes to highlight specific data points (negative gross additions and declining depreciation) to support the activist thesis.",
      "function": "expose_contradiction",
      "rawType": "expose_contradiction",
      "block": null,
      "metadata": {
        "slideType": "expose_contradiction",
        "slideTypeCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df",
          "version": 1,
          "description": null
        },
        "function": "expose_contradiction",
        "functionCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-171f-776f-887c-73edaff4cf9c",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 50,
        "componentCount": 6,
        "textChars": 739,
        "nDataPoints": 42,
        "notes": "The slide uses red boxes to highlight specific data points (negative gross additions and declining depreciation) to support the activist thesis.",
        "elementsJson": [
          "headline_text",
          "paragraph",
          "data_table",
          "footnote"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 20:29:38.105+00",
          "seconds": 3.063,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622c-750b-8b99-65deaf51fc65/19",
        "deck": "/decks/019dd923-622c-750b-8b99-65deaf51fc65",
        "deckAnchor": "/decks/019dd923-622c-750b-8b99-65deaf51fc65#slide-19",
        "deckJson": "/decks/019dd923-622c-750b-8b99-65deaf51fc65.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.04,
            "w": 0.25,
            "x": 0.65,
            "y": 0.57
          },
          "kind": "callout",
          "text": "Depreciation Expense Now Declining",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": null,
            "subkind": {
              "name": "Primary callout",
              "slug": "primary",
              "status": "active",
              "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:38.105+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "fd5b7ae5-744a-4ca4-8b63-1464f8ac4fbd",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "Capex / Depreciation: 1.27x",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:40+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1c6-83dbb093f88e",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.09,
            "w": 0.96,
            "x": 0.02,
            "y": 0.17
          },
          "kind": "paragraph",
          "text": "Spruce Point believes that an analysis of Xylem's PP&E accounts help to illustrate part of its competitive challenges. Despite reported PP&E capex exceeding depreciation expense in the past few years, depreciation expense has barely increased and is now declining. Gross PP&E additions recently fell (in excess of impairments or asset sales) which could indicate fully depreciated and aged assets.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:38.105+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "7f71e4ea-9ce5-43b9-9476-60092e6ad692",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.96,
            "x": 0.02,
            "y": 0.91
          },
          "kind": "source-note",
          "text": "Source: Xylem SEC filings and press releases, Spruce Point analysis (1) 2017 and 2018 PP&E capex estimated by deducting gross additions from the software and technology asset accounts from total capex",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:38.105+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "8694bce2-f28c-47bb-b05e-ba59555381df",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.55,
            "w": 0.96,
            "x": 0.02,
            "y": 0.32
          },
          "kind": "table",
          "text": "Xylem PP&E, Capex and Depreciation table",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Table",
              "slug": "table",
              "status": "active",
              "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28",
              "version": 1,
              "description": "Tabular data layout."
            },
            "tool": null,
            "subkind": {
              "name": "Data table",
              "slug": "data",
              "status": "active",
              "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "data",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:38.105+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "12ae3305-91b6-45d0-820d-59fb9f8290c5",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.6,
            "x": 0.31,
            "y": 0.05
          },
          "kind": "title",
          "text": "Capex / Depreciation Suggests Aged Assets",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:38.105+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "d6231f76-09d8-470f-bb78-1c23c80f2039",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [
        {
          "matchId": "a97f5198-34ab-41fb-ba3d-4a38881d2e17",
          "evidence": "The slide uses financial data to expose potential accounting or operational contradictions regarding asset health.",
          "framework": null,
          "confidence": 0.85,
          "extraction": {
            "at": "2026-05-02 20:29:38.105+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 19,
          "frameworkName": "fraud-exposure"
        }
      ],
      "arcBeats": [
        {
          "to": 79,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 9,
          "name": "Expose Contradiction",
          "beatId": "b68955ea-1bea-4271-af69-04b4b38ed3c6",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck presents a series of contradictions and concerns about Xylem's financial reporting, operations, and growth prospects",
          "position": 0,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        },
        {
          "to": 56,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 11,
          "name": "Preempt Rebuttal",
          "beatId": "8beb67eb-29a7-4acc-8013-1400d57c9a45",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck anticipates and addresses potential rebuttals to its thesis",
          "position": 2,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 82,
          "from": 1,
          "loop": {
            "name": "27_cost_of_inaction",
            "slug": "27-cost-of-inaction",
            "status": "active",
            "bestFor": "Urgent budget requests, compliance, risk mitigation",
            "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
            "description": "Quantify what happens if the audience does nothing",
            "familyLabel": null
          },
          "matchId": "2fa1c508-68a2-4a6b-9e65-5ff630e9c720",
          "evidence": "The deck presents a detailed analysis of the risks and consequences of not taking action on Xylem's challenges",
          "position": 1,
          "objective": "Highlight the risks of not taking action",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.166406+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        },
        {
          "to": 77,
          "from": 6,
          "loop": {
            "name": "41_so_what_cascade",
            "slug": "41-so-what-cascade",
            "status": "active",
            "bestFor": "Data presentations, executive summaries, driving to recommendations",
            "canonId": "019dd956-769f-7208-afbc-f28985c6f4fb",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Data -> So What? (Insight 1) -> So What? (Insight 2) -> So What? (The Action)",
            "description": "Chain insights together, each answering 'so what?' until you reach the actionable conclusion",
            "familyLabel": null
          },
          "matchId": "7d351594-e5d5-4f56-831e-33e1f8bcec2d",
          "evidence": "The deck presents a series of logical and connected arguments to support its thesis",
          "position": 2,
          "objective": "Build a logical case for the thesis",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.207918+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 20,
      "type": "tension",
      "title": "The slide uses red text for negative growth values and highlights specific trends with red boxes.",
      "function": "diagnose_problem",
      "rawType": "problem_statement",
      "block": null,
      "metadata": {
        "slideType": "problem_statement",
        "slideTypeCanon": {
          "name": "Problem statement",
          "slug": "problem_statement",
          "status": "active",
          "canonId": "019de52d-0879-768d-bba8-8da8a5a121d4",
          "version": 1,
          "description": null
        },
        "function": "diagnose_problem",
        "functionCanon": {
          "name": "Diagnose problem",
          "slug": "diagnose_problem",
          "status": "active",
          "canonId": "019de52d-176d-761f-b608-cf52262d2ab2",
          "version": 1,
          "description": null
        },
        "density": "balanced",
        "densityScore": 30,
        "componentCount": 5,
        "textChars": 344,
        "nDataPoints": 64,
        "notes": "The slide uses red text for negative growth values and highlights specific trends with red boxes.",
        "elementsJson": [
          "headline_text",
          "callout_box",
          "data_table"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 20:29:37.501+00",
          "seconds": 2.224,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622c-750b-8b99-65deaf51fc65/20",
        "deck": "/decks/019dd923-622c-750b-8b99-65deaf51fc65",
        "deckAnchor": "/decks/019dd923-622c-750b-8b99-65deaf51fc65#slide-20",
        "deckJson": "/decks/019dd923-622c-750b-8b99-65deaf51fc65.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.06,
            "w": 0.96,
            "x": 0.02,
            "y": 0.175
          },
          "kind": "callout",
          "text": "Spruce Point believes that Xylem's root problem is that organic order growth is drying up and has shown accelerated decline for multiple quarters.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": null,
            "subkind": {
              "name": "Primary callout",
              "slug": "primary",
              "status": "active",
              "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:37.501+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "34989f5b-d472-4dce-910f-8267ba967d48",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "YoY Organic Order Growth: -5.4%",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:40+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1c6-ed891118e78e",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.45,
            "x": 0.02,
            "y": 0.945
          },
          "kind": "source-note",
          "text": "Source: Xylem SEC filings and press releases, Spruce Point analysis",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:37.501+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "6652720b-f91c-4f68-82cc-b5a26b95dd6a",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.65,
            "w": 0.96,
            "x": 0.02,
            "y": 0.27
          },
          "kind": "table",
          "text": "Xylem's Orders and Backlog table",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Table",
              "slug": "table",
              "status": "active",
              "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28",
              "version": 1,
              "description": "Tabular data layout."
            },
            "tool": null,
            "subkind": {
              "name": "Data table",
              "slug": "data",
              "status": "active",
              "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "data",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:37.501+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "04837201-e9bf-4910-afd4-a7bd187beea2",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.07,
            "w": 0.65,
            "x": 0.31,
            "y": 0.03
          },
          "kind": "title",
          "text": "Hard To Grow When Orders And Backlog Growth Rates Are Both Declining",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:37.501+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "9448a6dd-8ceb-4efc-a30c-344d11b92a00",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 79,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 9,
          "name": "Expose Contradiction",
          "beatId": "b68955ea-1bea-4271-af69-04b4b38ed3c6",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck presents a series of contradictions and concerns about Xylem's financial reporting, operations, and growth prospects",
          "position": 0,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        },
        {
          "to": 20,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 20,
          "name": "Problem Statement",
          "beatId": "ef5ab2c8-76d9-401a-b966-74e7d0b6a1b6",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck clearly states the problem with Xylem's organic order growth and its implications",
          "position": 1,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        },
        {
          "to": 56,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 11,
          "name": "Preempt Rebuttal",
          "beatId": "8beb67eb-29a7-4acc-8013-1400d57c9a45",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck anticipates and addresses potential rebuttals to its thesis",
          "position": 2,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 82,
          "from": 1,
          "loop": {
            "name": "27_cost_of_inaction",
            "slug": "27-cost-of-inaction",
            "status": "active",
            "bestFor": "Urgent budget requests, compliance, risk mitigation",
            "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
            "description": "Quantify what happens if the audience does nothing",
            "familyLabel": null
          },
          "matchId": "2fa1c508-68a2-4a6b-9e65-5ff630e9c720",
          "evidence": "The deck presents a detailed analysis of the risks and consequences of not taking action on Xylem's challenges",
          "position": 1,
          "objective": "Highlight the risks of not taking action",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.166406+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        },
        {
          "to": 77,
          "from": 6,
          "loop": {
            "name": "41_so_what_cascade",
            "slug": "41-so-what-cascade",
            "status": "active",
            "bestFor": "Data presentations, executive summaries, driving to recommendations",
            "canonId": "019dd956-769f-7208-afbc-f28985c6f4fb",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Data -> So What? (Insight 1) -> So What? (Insight 2) -> So What? (The Action)",
            "description": "Chain insights together, each answering 'so what?' until you reach the actionable conclusion",
            "familyLabel": null
          },
          "matchId": "7d351594-e5d5-4f56-831e-33e1f8bcec2d",
          "evidence": "The deck presents a series of logical and connected arguments to support its thesis",
          "position": 2,
          "objective": "Build a logical case for the thesis",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.207918+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 21,
      "type": "analysis",
      "title": "The slide uses a red callout box to frame the data as evidence of failing digital ambitions.",
      "function": "analyze_data",
      "rawType": "comparison_table",
      "block": null,
      "metadata": {
        "slideType": "comparison_table",
        "slideTypeCanon": {
          "name": "Comparison table",
          "slug": "comparison_table",
          "status": "active",
          "canonId": "019de52d-0a06-73f8-8813-fe022fab1de2",
          "version": 1,
          "description": null
        },
        "function": "analyze_data",
        "functionCanon": {
          "name": "Analyze data",
          "slug": "analyze_data",
          "status": "active",
          "canonId": "019de52d-1590-7413-8c82-cc218cff40b4",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 60,
        "componentCount": 6,
        "textChars": 1170,
        "nDataPoints": 48,
        "notes": "The slide uses a red callout box to frame the data as evidence of failing digital ambitions.",
        "elementsJson": [
          "headline_text",
          "callout_box",
          "data_table",
          "footnote"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 20:29:37.874+00",
          "seconds": 2.531,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622c-750b-8b99-65deaf51fc65/21",
        "deck": "/decks/019dd923-622c-750b-8b99-65deaf51fc65",
        "deckAnchor": "/decks/019dd923-622c-750b-8b99-65deaf51fc65#slide-21",
        "deckJson": "/decks/019dd923-622c-750b-8b99-65deaf51fc65.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.09,
            "w": 0.96,
            "x": 0.02,
            "y": 0.17
          },
          "kind": "callout",
          "text": "Spruce Point believes that Xylem’s digital ambitions are failing, in part, due to its lack of commitment to growth capital spending. We observe that software spending growth is declining and not exceeding its amortization. We also observe that in the quarter before closing Evoqua, Xylem made its first software impairment in more than two years.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": null,
            "subkind": {
              "name": "Primary callout",
              "slug": "primary",
              "status": "active",
              "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:37.874+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "51e18616-2b7f-4524-987f-3664273a1dc7",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "callout",
          "text": "Spruce Point believes that Xylem's digital ambitions are failing, in part, due to its lack of commitment to growth capital spending. We observe that software spending growth is declining and not exceeding its amortization. We also observe that in the quarter before closing Evoqua, Xylem made its first software impairment in more than two years.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:40+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1c6-fcef9148b073",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "Net Software Investment % YoY growth: -1.6%",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:40+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1c7-027a05a9821f",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.06,
            "w": 0.55,
            "x": 0.02,
            "y": 0.88
          },
          "kind": "source-note",
          "text": "Source: Xylem SEC filings and press releases, Spruce Point analysis (1) Total charge in Measurement and Control included relationships, software, technology and PP&E (2) Included in “Other intangible assets, net” on the balance sheet",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:37.874+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "468bcf08-22de-4c78-95f7-919c08b1fed4",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.55,
            "w": 0.96,
            "x": 0.02,
            "y": 0.3
          },
          "kind": "table",
          "text": "Xylem’s Software Spending Analysis table showing Software Investment, Amortization, Net Investment, Impairments, Capitalized Software, and Capex from 2018-Q1 2023.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Table",
              "slug": "table",
              "status": "active",
              "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28",
              "version": 1,
              "description": "Tabular data layout."
            },
            "tool": null,
            "subkind": {
              "name": "Data table",
              "slug": "data",
              "status": "active",
              "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "data",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:37.874+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "73fbe71b-281b-4d65-9acc-578f4fcceb60",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.04,
            "w": 0.38,
            "x": 0.31,
            "y": 0.05
          },
          "kind": "title",
          "text": "Technology Weakness Seen In The Numbers",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:37.874+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "89798f2a-f72f-474c-86ec-b1165c0296ac",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [
        {
          "matchId": "2ac543fb-c304-4be4-b848-39cd009f1264",
          "evidence": "The slide uses financial data to argue that the company is masking weakness or failing in its stated digital strategy.",
          "framework": null,
          "confidence": 0.8,
          "extraction": {
            "at": "2026-05-02 20:29:37.874+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 21,
          "frameworkName": "fraud-exposure"
        }
      ],
      "arcBeats": [
        {
          "to": 79,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 9,
          "name": "Expose Contradiction",
          "beatId": "b68955ea-1bea-4271-af69-04b4b38ed3c6",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck presents a series of contradictions and concerns about Xylem's financial reporting, operations, and growth prospects",
          "position": 0,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        },
        {
          "to": 56,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 11,
          "name": "Preempt Rebuttal",
          "beatId": "8beb67eb-29a7-4acc-8013-1400d57c9a45",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck anticipates and addresses potential rebuttals to its thesis",
          "position": 2,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 82,
          "from": 1,
          "loop": {
            "name": "27_cost_of_inaction",
            "slug": "27-cost-of-inaction",
            "status": "active",
            "bestFor": "Urgent budget requests, compliance, risk mitigation",
            "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
            "description": "Quantify what happens if the audience does nothing",
            "familyLabel": null
          },
          "matchId": "2fa1c508-68a2-4a6b-9e65-5ff630e9c720",
          "evidence": "The deck presents a detailed analysis of the risks and consequences of not taking action on Xylem's challenges",
          "position": 1,
          "objective": "Highlight the risks of not taking action",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.166406+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        },
        {
          "to": 77,
          "from": 6,
          "loop": {
            "name": "41_so_what_cascade",
            "slug": "41-so-what-cascade",
            "status": "active",
            "bestFor": "Data presentations, executive summaries, driving to recommendations",
            "canonId": "019dd956-769f-7208-afbc-f28985c6f4fb",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Data -> So What? (Insight 1) -> So What? (Insight 2) -> So What? (The Action)",
            "description": "Chain insights together, each answering 'so what?' until you reach the actionable conclusion",
            "familyLabel": null
          },
          "matchId": "7d351594-e5d5-4f56-831e-33e1f8bcec2d",
          "evidence": "The deck presents a series of logical and connected arguments to support its thesis",
          "position": 2,
          "objective": "Build a logical case for the thesis",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.207918+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 22,
      "type": "tension",
      "title": "Uses a visual comparison of executive titles to expose a potential lie or misstatement by the CEO.",
      "function": "expose_contradiction",
      "rawType": "expose_contradiction",
      "block": null,
      "metadata": {
        "slideType": "expose_contradiction",
        "slideTypeCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df",
          "version": 1,
          "description": null
        },
        "function": "expose_contradiction",
        "functionCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-171f-776f-887c-73edaff4cf9c",
          "version": 1,
          "description": null
        },
        "density": "overcrowded",
        "densityScore": 80,
        "componentCount": 9,
        "textChars": 2016,
        "nDataPoints": 0,
        "notes": "Uses a visual comparison of executive titles to expose a potential lie or misstatement by the CEO.",
        "elementsJson": [
          "headline_text",
          "paragraph",
          "callout_box",
          "quote_block",
          "headshot",
          "footnote"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 20:29:39.928+00",
          "seconds": 3.829,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622c-750b-8b99-65deaf51fc65/22",
        "deck": "/decks/019dd923-622c-750b-8b99-65deaf51fc65",
        "deckAnchor": "/decks/019dd923-622c-750b-8b99-65deaf51fc65#slide-22",
        "deckJson": "/decks/019dd923-622c-750b-8b99-65deaf51fc65.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "As evidence of Xylem’s failures in Digital, we point out that it quietly covered up reassignment of executive Al Cho who was formerly the Chief Strategy & Digital Officer. In late 2022, CEO Decker claimed Sai Allavarpu would be its first Chief Digital Officer, but that clearly is not true.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:41+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1c7-77352ee6914a",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.35,
            "w": 0.47,
            "x": 0.51,
            "y": 0.55
          },
          "kind": "image",
          "text": "2022: Al Cho's Title Changed To Focus On \"External Affairs\"",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Screenshot",
              "slug": "screenshot",
              "status": "active",
              "canonId": "019de52c-fd87-7509-8391-3d79fb339379",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "screenshot",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:39.928+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "80474a51-827d-4e0b-97de-6230eca6b9f7",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.35,
            "w": 0.48,
            "x": 0.02,
            "y": 0.55
          },
          "kind": "image",
          "text": "2021: Al Cho Is Chief Digital Officer",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Screenshot",
              "slug": "screenshot",
              "status": "active",
              "canonId": "019de52c-fd87-7509-8391-3d79fb339379",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "screenshot",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:39.928+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "90debb01-c78d-44d8-9779-40f608cb7708",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.96,
            "x": 0.02,
            "y": 0.18
          },
          "kind": "paragraph",
          "text": "As evidence of Xylem's failures in Digital, we point out that it quietly covered up reassignment of executive Al Cho who was formerly the Chief Strategy & Digital Officer. In late 2022, CEO Decker claimed Sai Allavarpu would be its first Chief Digital Officer, but that clearly is not true.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:39.928+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "7c07b09c-4755-4dea-8316-8c1b5522b216",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.13,
            "w": 0.84,
            "x": 0.14,
            "y": 0.37
          },
          "kind": "quote",
          "text": "Before we turn the call over to your questions, I'd like to share a couple of executive appointments we've just made, adding even further strength to Xylem's leadership bench. Earlier, I referred to our strategy of extending digital capabilities across Xylem's product, solutions and services portfolio. We've just taken an important step in accelerating that process, appointing Xylem's first Chief Digital Officer. Sai Allavarpu joined our senior leadership team last week, bringing extensive experience of growing digital businesses in the industrial sector.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Quote",
              "slug": "quote",
              "status": "active",
              "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a",
              "version": 1,
              "description": "Pull quote or testimonial."
            },
            "tool": null,
            "subkind": {
              "name": "Pull quote",
              "slug": "pull-quote",
              "status": "active",
              "canonId": "019de52c-fbf9-76fe-97e1-a0b7540445c9",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "pull-quote",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:39.928+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "0b489e64-72ef-4569-9cb8-b97a8afa8a1e",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "quote",
          "text": "Before we turn the call over to your questions, I'd like to share a couple of executive appointments we've just made, adding even further strength to Xylem's leadership bench. Earlier, I referred to our strategy of extending digital capabilities across Xylem's product, solutions and services portfolio. We've just taken an important step in accelerating that process, appointing Xylem's first Chief Digital Officer. Sai Allavarpu joined our senior leadership team last week, bringing extensive experience of growing digital businesses in the industrial sector. — CEO Decker, Q3'2022, Nov 1, 2022",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Quote",
              "slug": "quote",
              "status": "active",
              "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a",
              "version": 1,
              "description": "Pull quote or testimonial."
            },
            "tool": {
              "name": "Authority citation",
              "slug": "authority-citation",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-49ae-7557-89ad-3fca70469b45",
              "version": 1,
              "bodyDocId": null,
              "description": "Quoting an authority figure, study, or precedent to lend weight.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:41+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1c7-78d2373d96a0",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.4,
            "x": 0.02,
            "y": 0.95
          },
          "kind": "source-note",
          "text": "Source: Xylem 2021 Investor Day, Xylem website, Q3 2022 Conf Call",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:39.928+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "0d7c04eb-1928-463b-bce0-072430e61dba",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.04,
            "w": 0.96,
            "x": 0.02,
            "y": 0.31
          },
          "kind": "title",
          "text": "CEO Decker Appears To Have Made A Misstatement. Covering Up Failures In Digital?",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Action title",
              "slug": "action-title",
              "status": "active",
              "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "action-title",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:39.928+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "4edab802-b277-4dc6-b67f-4c14f2dbd23f",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.45,
            "x": 0.31,
            "y": 0.04
          },
          "kind": "title",
          "text": "We Believe Xylem Is Failing In Digital",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:39.928+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "36727eaa-76a2-4a6f-8d53-bcd122580192",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [
        {
          "matchId": "63160c45-c5c4-4221-9e81-fd137bcbe16d",
          "evidence": "Contrasts CEO quote with historical title data to expose a lie.",
          "framework": null,
          "confidence": 1,
          "extraction": {
            "at": "2026-05-02 20:29:39.928+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 22,
          "frameworkName": "ceo-quote-contradiction"
        }
      ],
      "arcBeats": [
        {
          "to": 79,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 9,
          "name": "Expose Contradiction",
          "beatId": "b68955ea-1bea-4271-af69-04b4b38ed3c6",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck presents a series of contradictions and concerns about Xylem's financial reporting, operations, and growth prospects",
          "position": 0,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        },
        {
          "to": 56,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 11,
          "name": "Preempt Rebuttal",
          "beatId": "8beb67eb-29a7-4acc-8013-1400d57c9a45",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck anticipates and addresses potential rebuttals to its thesis",
          "position": 2,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 82,
          "from": 1,
          "loop": {
            "name": "27_cost_of_inaction",
            "slug": "27-cost-of-inaction",
            "status": "active",
            "bestFor": "Urgent budget requests, compliance, risk mitigation",
            "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
            "description": "Quantify what happens if the audience does nothing",
            "familyLabel": null
          },
          "matchId": "2fa1c508-68a2-4a6b-9e65-5ff630e9c720",
          "evidence": "The deck presents a detailed analysis of the risks and consequences of not taking action on Xylem's challenges",
          "position": 1,
          "objective": "Highlight the risks of not taking action",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.166406+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        },
        {
          "to": 77,
          "from": 6,
          "loop": {
            "name": "41_so_what_cascade",
            "slug": "41-so-what-cascade",
            "status": "active",
            "bestFor": "Data presentations, executive summaries, driving to recommendations",
            "canonId": "019dd956-769f-7208-afbc-f28985c6f4fb",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Data -> So What? (Insight 1) -> So What? (Insight 2) -> So What? (The Action)",
            "description": "Chain insights together, each answering 'so what?' until you reach the actionable conclusion",
            "familyLabel": null
          },
          "matchId": "7d351594-e5d5-4f56-831e-33e1f8bcec2d",
          "evidence": "The deck presents a series of logical and connected arguments to support its thesis",
          "position": 2,
          "objective": "Build a logical case for the thesis",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.207918+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 23,
      "type": "tension",
      "title": "The slide uses a 'before-after' visual comparison of financial reporting transparency.",
      "function": "expose_contradiction",
      "rawType": "expose_contradiction",
      "block": null,
      "metadata": {
        "slideType": "expose_contradiction",
        "slideTypeCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df",
          "version": 1,
          "description": null
        },
        "function": "expose_contradiction",
        "functionCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-171f-776f-887c-73edaff4cf9c",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 58,
        "componentCount": 7,
        "textChars": 726,
        "nDataPoints": 35,
        "notes": "The slide uses a 'before-after' visual comparison of financial reporting transparency.",
        "elementsJson": [
          "headline_text",
          "paragraph",
          "screenshot",
          "callout_box",
          "footnote"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 20:29:39.656+00",
          "seconds": 3.246,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622c-750b-8b99-65deaf51fc65/23",
        "deck": "/decks/019dd923-622c-750b-8b99-65deaf51fc65",
        "deckAnchor": "/decks/019dd923-622c-750b-8b99-65deaf51fc65#slide-23",
        "deckJson": "/decks/019dd923-622c-750b-8b99-65deaf51fc65.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "Xylem’s Measurement & Control Solutions segment failure can be seen by its steadily reduced disclosures of organic growth by application.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:40+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1c6-9ad21bfb7794",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.35,
            "w": 0.51,
            "x": 0.21,
            "y": 0.41
          },
          "kind": "image",
          "text": "Q4 2020 Performance Snapshot",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Screenshot",
              "slug": "screenshot",
              "status": "active",
              "canonId": "019de52c-fd87-7509-8391-3d79fb339379",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "screenshot",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:39.656+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "092bf8c5-ecb7-4296-ada5-c725b8ef68b1",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.65,
            "w": 0.21,
            "x": 0.04,
            "y": 0.29
          },
          "kind": "image",
          "text": "Q4 2022 Performance Snapshot",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Screenshot",
              "slug": "screenshot",
              "status": "active",
              "canonId": "019de52c-fd87-7509-8391-3d79fb339379",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "screenshot",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:39.656+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "ac6c5876-8fb7-44a2-b98f-952909b883aa",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.96,
            "x": 0.02,
            "y": 0.17
          },
          "kind": "paragraph",
          "text": "Xylem's Measurement & Control Solutions segment failure can be seen by its steadily reduced disclosures of organic growth by application. After focusing on \"smart\" metering and \"SaaS\" solutions, bolstered through the acquisitions of Sensus (2016, $1.7bn) and Pure Technologies (Jan 2018, $415m), it now only discloses water and energy applications.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:39.656+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "2f435ec4-bb93-42f5-8658-0efcf9f2b8c9",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.04,
            "w": 0.3,
            "x": 0.01,
            "y": 0.95
          },
          "kind": "source-note",
          "text": "Source: Xylem year-end presentations (1) Xylem acquires Sensus and Pure Technologies",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:39.656+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "2db31e88-8c94-4dee-8f7e-f1ab919bef36",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.45,
            "w": 0.61,
            "x": 0.38,
            "y": 0.52
          },
          "kind": "table",
          "text": "2018 Measurement & Control Solutions detailed performance table",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Table",
              "slug": "table",
              "status": "active",
              "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28",
              "version": 1,
              "description": "Tabular data layout."
            },
            "tool": null,
            "subkind": {
              "name": "Data table",
              "slug": "data",
              "status": "active",
              "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "data",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:39.656+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "c7c0a813-5903-4a2f-af72-1a8ea3ef62cc",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.04,
            "w": 0.48,
            "x": 0.31,
            "y": 0.04
          },
          "kind": "title",
          "text": "No Longer A \"Smart / SaaS\" Specialist?",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:39.656+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "17946105-940e-4303-8f17-34b513c0ee66",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [
        {
          "matchId": "7a113028-1272-4203-bfee-9594860c1264",
          "evidence": "Compares 2018 detailed reporting vs 2020/2022 reduced reporting to show decline in transparency.",
          "framework": null,
          "confidence": 0.95,
          "extraction": {
            "at": "2026-05-02 20:29:39.656+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 23,
          "frameworkName": "before-after-framing"
        },
        {
          "matchId": "08e63ef4-b4fc-48a3-a9e9-55b272873544",
          "evidence": "Argues that reduced disclosure is a deliberate attempt to hide segment failure.",
          "framework": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-05-02 20:29:39.656+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 23,
          "frameworkName": "fraud-exposure"
        }
      ],
      "arcBeats": [
        {
          "to": 79,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 9,
          "name": "Expose Contradiction",
          "beatId": "b68955ea-1bea-4271-af69-04b4b38ed3c6",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck presents a series of contradictions and concerns about Xylem's financial reporting, operations, and growth prospects",
          "position": 0,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        },
        {
          "to": 56,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 11,
          "name": "Preempt Rebuttal",
          "beatId": "8beb67eb-29a7-4acc-8013-1400d57c9a45",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck anticipates and addresses potential rebuttals to its thesis",
          "position": 2,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 82,
          "from": 1,
          "loop": {
            "name": "27_cost_of_inaction",
            "slug": "27-cost-of-inaction",
            "status": "active",
            "bestFor": "Urgent budget requests, compliance, risk mitigation",
            "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
            "description": "Quantify what happens if the audience does nothing",
            "familyLabel": null
          },
          "matchId": "2fa1c508-68a2-4a6b-9e65-5ff630e9c720",
          "evidence": "The deck presents a detailed analysis of the risks and consequences of not taking action on Xylem's challenges",
          "position": 1,
          "objective": "Highlight the risks of not taking action",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.166406+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        },
        {
          "to": 77,
          "from": 6,
          "loop": {
            "name": "41_so_what_cascade",
            "slug": "41-so-what-cascade",
            "status": "active",
            "bestFor": "Data presentations, executive summaries, driving to recommendations",
            "canonId": "019dd956-769f-7208-afbc-f28985c6f4fb",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Data -> So What? (Insight 1) -> So What? (Insight 2) -> So What? (The Action)",
            "description": "Chain insights together, each answering 'so what?' until you reach the actionable conclusion",
            "familyLabel": null
          },
          "matchId": "7d351594-e5d5-4f56-831e-33e1f8bcec2d",
          "evidence": "The deck presents a series of logical and connected arguments to support its thesis",
          "position": 2,
          "objective": "Build a logical case for the thesis",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.207918+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 24,
      "type": "tension",
      "title": "The slide uses a Q&A format to highlight internal operational failures.",
      "function": "expose_contradiction",
      "rawType": "quote_slide",
      "block": null,
      "metadata": {
        "slideType": "quote_slide",
        "slideTypeCanon": {
          "name": "Quote slide",
          "slug": "quote_slide",
          "status": "active",
          "canonId": "019de52d-098e-7555-a9fd-4f0af7e80bc2",
          "version": 1,
          "description": null
        },
        "function": "expose_contradiction",
        "functionCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-171f-776f-887c-73edaff4cf9c",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 56,
        "componentCount": 6,
        "textChars": 1809,
        "nDataPoints": 0,
        "notes": "The slide uses a Q&A format to highlight internal operational failures.",
        "elementsJson": [
          "headline_text",
          "callout_box",
          "data_table",
          "footnote"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 20:29:39.461+00",
          "seconds": 2.948,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622c-750b-8b99-65deaf51fc65/24",
        "deck": "/decks/019dd923-622c-750b-8b99-65deaf51fc65",
        "deckAnchor": "/decks/019dd923-622c-750b-8b99-65deaf51fc65#slide-24",
        "deckJson": "/decks/019dd923-622c-750b-8b99-65deaf51fc65.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.07,
            "w": 0.98,
            "x": 0.01,
            "y": 0.18
          },
          "kind": "callout",
          "text": "Spruce Point interviewed a former senior executive who had insights from executive management and the Board. We learned that Xylem has struggled with technology integration and scaling.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": null,
            "subkind": {
              "name": "Primary callout",
              "slug": "primary",
              "status": "active",
              "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:39.461+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "6f6f1bda-d5ca-41f3-b7bd-a8a33394bd46",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "callout",
          "text": "We learned that Xylem has struggled with technology integration and scaling.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:41+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1c8-0802ce24b6b9",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "quote",
          "text": "The issue with Xylem’s purchases of technology companies is scaling them. You’ll hear the CEO talking about scaling things, but to scale them you had to add people. That’s not a good scaling model. The second challenge, either we didn’t do good due diligence or its was sloppy, is that the technology platforms were not compliant with Xylem or other cyber standards. We ended up with a hodge-podge of different technologies and platforms. We’re presenting them in a uniform way, but the technologies on the back-end aren’t talking to each other. Very heavy integration costs to get them on the same cloud and code environment. And the third thing is, to get the pull through fulfilled (e.g. if we had 1,500 direct sellers and another 10,000 distributors) – getting them to understand the cross-sell opportunity and then the digital opportunity and bring in the right expertise, it’s very hard to do. To navigate Xylem and find the right person and bring them into the sales discussion, it’s very hard to do. There’s a lot of friction in the process of execution, either through technology integration offering, finding the right people to deliver the specialized value proposition, or flat out missing how these digital technologies scale. — Former Xylem Executive",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Quote",
              "slug": "quote",
              "status": "active",
              "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a",
              "version": 1,
              "description": "Pull quote or testimonial."
            },
            "tool": {
              "name": "Authority citation",
              "slug": "authority-citation",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-49ae-7557-89ad-3fca70469b45",
              "version": 1,
              "bodyDocId": null,
              "description": "Quoting an authority figure, study, or precedent to lend weight.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:41+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1c8-0efdb698218d",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.2,
            "x": 0.01,
            "y": 0.91
          },
          "kind": "source-note",
          "text": "Source: Spruce Point Interview",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:39.461+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "3fd2b316-2fdf-49d2-89d3-e06de2ebd2e6",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.62,
            "w": 0.98,
            "x": 0.01,
            "y": 0.29
          },
          "kind": "table",
          "text": "Spruce Point Question: What has challenged Xylem with acquisitions in the past and could inhibit the success of the Evoqua deal? Former Xylem Executive Response: [Quote text]",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Table",
              "slug": "table",
              "status": "active",
              "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28",
              "version": 1,
              "description": "Tabular data layout."
            },
            "tool": null,
            "subkind": {
              "name": "Data table",
              "slug": "data",
              "status": "active",
              "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "data",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:39.461+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "fd701ede-7dc8-4476-bb0c-adcfeb520022",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.65,
            "x": 0.31,
            "y": 0.03
          },
          "kind": "title",
          "text": "Xylem Executive Interview Corroborates Our View of Xylem's Technology Challenges",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:39.461+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "5cacfc38-63c5-4a1d-870d-4c7f5c841c3a",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [
        {
          "matchId": "b56bd9d3-d3da-44cb-97e0-724fca8fc59f",
          "evidence": "The slide explicitly contrasts the CEO's public narrative about scaling with the former executive's internal reality.",
          "framework": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-05-02 20:29:39.461+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 24,
          "frameworkName": "ceo-quote-contradiction"
        }
      ],
      "arcBeats": [
        {
          "to": 79,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 9,
          "name": "Expose Contradiction",
          "beatId": "b68955ea-1bea-4271-af69-04b4b38ed3c6",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck presents a series of contradictions and concerns about Xylem's financial reporting, operations, and growth prospects",
          "position": 0,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        },
        {
          "to": 56,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 11,
          "name": "Preempt Rebuttal",
          "beatId": "8beb67eb-29a7-4acc-8013-1400d57c9a45",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck anticipates and addresses potential rebuttals to its thesis",
          "position": 2,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 82,
          "from": 1,
          "loop": {
            "name": "27_cost_of_inaction",
            "slug": "27-cost-of-inaction",
            "status": "active",
            "bestFor": "Urgent budget requests, compliance, risk mitigation",
            "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
            "description": "Quantify what happens if the audience does nothing",
            "familyLabel": null
          },
          "matchId": "2fa1c508-68a2-4a6b-9e65-5ff630e9c720",
          "evidence": "The deck presents a detailed analysis of the risks and consequences of not taking action on Xylem's challenges",
          "position": 1,
          "objective": "Highlight the risks of not taking action",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.166406+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        },
        {
          "to": 77,
          "from": 6,
          "loop": {
            "name": "41_so_what_cascade",
            "slug": "41-so-what-cascade",
            "status": "active",
            "bestFor": "Data presentations, executive summaries, driving to recommendations",
            "canonId": "019dd956-769f-7208-afbc-f28985c6f4fb",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Data -> So What? (Insight 1) -> So What? (Insight 2) -> So What? (The Action)",
            "description": "Chain insights together, each answering 'so what?' until you reach the actionable conclusion",
            "familyLabel": null
          },
          "matchId": "7d351594-e5d5-4f56-831e-33e1f8bcec2d",
          "evidence": "The deck presents a series of logical and connected arguments to support its thesis",
          "position": 2,
          "objective": "Build a logical case for the thesis",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.207918+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 25,
      "type": "tension",
      "title": "Includes a red callout box highlighting the contradiction between management's claims of 'no excess inventory' and the rising DIO metrics.",
      "function": "expose_contradiction",
      "rawType": "expose_contradiction",
      "block": null,
      "metadata": {
        "slideType": "expose_contradiction",
        "slideTypeCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df",
          "version": 1,
          "description": null
        },
        "function": "expose_contradiction",
        "functionCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-171f-776f-887c-73edaff4cf9c",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 63,
        "componentCount": 7,
        "textChars": 1056,
        "nDataPoints": 4,
        "notes": "Includes a red callout box highlighting the contradiction between management's claims of 'no excess inventory' and the rising DIO metrics.",
        "elementsJson": [
          "headline_text",
          "callout_box",
          "data_table"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 20:29:39.762+00",
          "seconds": 3.232,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622c-750b-8b99-65deaf51fc65/25",
        "deck": "/decks/019dd923-622c-750b-8b99-65deaf51fc65",
        "deckAnchor": "/decks/019dd923-622c-750b-8b99-65deaf51fc65#slide-25",
        "deckJson": "/decks/019dd923-622c-750b-8b99-65deaf51fc65.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.12,
            "w": 0.34,
            "x": 0.64,
            "y": 0.73
          },
          "kind": "callout",
          "text": "If good insight, why is it increasing when you said it would decrease. First ever mention of \"excess\" inventory",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": null,
            "subkind": {
              "name": "Primary callout",
              "slug": "primary",
              "status": "active",
              "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:39.762+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "d919d1ac-d175-47e8-8d7c-a153ecd15fe1",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "Days Inventory Outstanding (DIO): 85",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:41+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1c7-64e322edca8e",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "quote",
          "text": "\"We do have a plan to start working down some of our inventory through the back half of the year. It's nothing dramatic. It's going to take place over the next 6 months on a very gradual basis.\" — CFO Rowland, Q2 2022. \"So we have really good insight into the inventory. The levels are healthy and normalizing and they're not sitting on any excess inventory -- is reported back to us.\" — COO Pine, Q4 2022.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Quote",
              "slug": "quote",
              "status": "active",
              "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a",
              "version": 1,
              "description": "Pull quote or testimonial."
            },
            "tool": {
              "name": "Authority citation",
              "slug": "authority-citation",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-49ae-7557-89ad-3fca70469b45",
              "version": 1,
              "bodyDocId": null,
              "description": "Quoting an authority figure, study, or precedent to lend weight.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:41+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1c7-611336765b93",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.5,
            "x": 0.02,
            "y": 0.96
          },
          "kind": "source-note",
          "text": "Source: Xylem Conference Calls Q1'23, Q4'22, Q3'22, Q2'22, Spruce Point Emphasis",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:39.762+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "bbab3934-bdce-4bf7-900d-4d495d6eeb5d",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.96,
            "x": 0.02,
            "y": 0.17
          },
          "kind": "subtitle",
          "text": "It appears that Xylem's statements about its inventory have proven overly optimistic as evidenced by its increasing inventory to sales and days inventory outstanding (DIO) metrics. We believe the mere fact that Xylem is now referencing excess inventory (which it has never done before) suggests that it does in fact have some.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Subtitle",
              "slug": "subtitle",
              "status": "active",
              "canonId": "82d821ee-2793-42e7-8f16-c6131385a3ce",
              "version": 1,
              "description": "Header-zone supporting text near the title (= ex body.description with bbox)."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:39.762+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "45eb6e41-2038-424b-9001-cc539efa0359",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.65,
            "w": 0.96,
            "x": 0.02,
            "y": 0.28
          },
          "kind": "table",
          "text": "Table of executive quotes and DIO metrics",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Table",
              "slug": "table",
              "status": "active",
              "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28",
              "version": 1,
              "description": "Tabular data layout."
            },
            "tool": null,
            "subkind": {
              "name": "Data table",
              "slug": "data",
              "status": "active",
              "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "data",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:39.762+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "f71400ab-e24d-46d7-a7b4-3e3e2504cd4f",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.65,
            "x": 0.31,
            "y": 0.03
          },
          "kind": "title",
          "text": "Xylem's Guidance On Inventory Has Been Wildly Optimistic",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:39.762+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "14adbddb-0d8b-49b9-90d2-d65c366a2a14",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [
        {
          "matchId": "ba2489a5-3e89-4f8d-b7be-b57ddcd3dd1a",
          "evidence": "Contrasting management quotes with quantitative metrics to expose potential misrepresentation.",
          "framework": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-05-02 20:29:39.762+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 25,
          "frameworkName": "fraud-exposure"
        }
      ],
      "arcBeats": [
        {
          "to": 79,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 9,
          "name": "Expose Contradiction",
          "beatId": "b68955ea-1bea-4271-af69-04b4b38ed3c6",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck presents a series of contradictions and concerns about Xylem's financial reporting, operations, and growth prospects",
          "position": 0,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        },
        {
          "to": 56,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 11,
          "name": "Preempt Rebuttal",
          "beatId": "8beb67eb-29a7-4acc-8013-1400d57c9a45",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck anticipates and addresses potential rebuttals to its thesis",
          "position": 2,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 82,
          "from": 1,
          "loop": {
            "name": "27_cost_of_inaction",
            "slug": "27-cost-of-inaction",
            "status": "active",
            "bestFor": "Urgent budget requests, compliance, risk mitigation",
            "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
            "description": "Quantify what happens if the audience does nothing",
            "familyLabel": null
          },
          "matchId": "2fa1c508-68a2-4a6b-9e65-5ff630e9c720",
          "evidence": "The deck presents a detailed analysis of the risks and consequences of not taking action on Xylem's challenges",
          "position": 1,
          "objective": "Highlight the risks of not taking action",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.166406+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        },
        {
          "to": 77,
          "from": 6,
          "loop": {
            "name": "41_so_what_cascade",
            "slug": "41-so-what-cascade",
            "status": "active",
            "bestFor": "Data presentations, executive summaries, driving to recommendations",
            "canonId": "019dd956-769f-7208-afbc-f28985c6f4fb",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Data -> So What? (Insight 1) -> So What? (Insight 2) -> So What? (The Action)",
            "description": "Chain insights together, each answering 'so what?' until you reach the actionable conclusion",
            "familyLabel": null
          },
          "matchId": "7d351594-e5d5-4f56-831e-33e1f8bcec2d",
          "evidence": "The deck presents a series of logical and connected arguments to support its thesis",
          "position": 2,
          "objective": "Build a logical case for the thesis",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.207918+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 26,
      "type": "tension",
      "title": "The slide uses a table to track qualitative (X) and quantitative (%) factors affecting gross margin over time, highlighting a specific period where costs outpac",
      "function": "expose_contradiction",
      "rawType": "expose_contradiction",
      "block": null,
      "metadata": {
        "slideType": "expose_contradiction",
        "slideTypeCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df",
          "version": 1,
          "description": null
        },
        "function": "expose_contradiction",
        "functionCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-171f-776f-887c-73edaff4cf9c",
          "version": 1,
          "description": null
        },
        "density": "balanced",
        "densityScore": 47,
        "componentCount": 6,
        "textChars": 692,
        "nDataPoints": 24,
        "notes": "The slide uses a table to track qualitative (X) and quantitative (%) factors affecting gross margin over time, highlighting a specific period where costs outpaced pricing.",
        "elementsJson": [
          "headline_text",
          "paragraph",
          "data_table",
          "callout_box"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 20:29:42.785+00",
          "seconds": 6.202,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622c-750b-8b99-65deaf51fc65/26",
        "deck": "/decks/019dd923-622c-750b-8b99-65deaf51fc65",
        "deckAnchor": "/decks/019dd923-622c-750b-8b99-65deaf51fc65#slide-26",
        "deckJson": "/decks/019dd923-622c-750b-8b99-65deaf51fc65.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.08,
            "w": 0.3,
            "x": 0.68,
            "y": 0.82
          },
          "kind": "callout",
          "text": "It appears that Xylem’s pricing was not able to offset cost",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": null,
            "subkind": {
              "name": "Primary callout",
              "slug": "primary",
              "status": "active",
              "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:42.785+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "34f1c322-5003-4f71-bbfb-b4b4fda97f4c",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "gross margin",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:40+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1c7-33ff25fead46",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.96,
            "x": 0.02,
            "y": 0.16
          },
          "kind": "paragraph",
          "text": "Spruce Point has conducted a forensic analysis of Xylem’s gross margins and observes that leading up the Evoqua acquisition, Xylem started providing enhanced quantitative disclosure around factors affecting gross margin, likely in response to an SEC comment letter. Notably, we see that for the first time, it started discussing “inventory management costs” as a headwind while also mentioning “excess” inventory.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:42.785+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "2ed2a3c3-7014-414b-a283-ca0ef0f5577d",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.5,
            "x": 0.02,
            "y": 0.96
          },
          "kind": "source-note",
          "text": "Source: Xylem financial statements, SEC Comment Letter, Spruce Point analysis",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:42.785+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "2d08a47f-4cfc-43dc-b3a7-c1460dc3a4de",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.62,
            "w": 0.96,
            "x": 0.02,
            "y": 0.29
          },
          "kind": "table",
          "text": "Xylem's Gross Margin Discussion table showing annual and quarterly data from 2018 to Q1 2023.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Table",
              "slug": "table",
              "status": "active",
              "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28",
              "version": 1,
              "description": "Tabular data layout."
            },
            "tool": null,
            "subkind": {
              "name": "Data table",
              "slug": "data",
              "status": "active",
              "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "data",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:42.785+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "6fcfbde9-7abb-412e-aaa8-8748a5ff8798",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.04,
            "w": 0.45,
            "x": 0.31,
            "y": 0.05
          },
          "kind": "title",
          "text": "Insights From Gross Margin Disclosures",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:42.785+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "b7c5f3ea-0666-4095-bd55-07dfae60ced9",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [
        {
          "matchId": "e7a66d6b-10a9-49bf-a444-707d651f05eb",
          "evidence": "Forensic analysis of financial disclosures to identify hidden costs and management behavior.",
          "framework": null,
          "confidence": 0.85,
          "extraction": {
            "at": "2026-05-02 20:29:42.785+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 26,
          "frameworkName": "fraud-exposure"
        }
      ],
      "arcBeats": [
        {
          "to": 79,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 9,
          "name": "Expose Contradiction",
          "beatId": "b68955ea-1bea-4271-af69-04b4b38ed3c6",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck presents a series of contradictions and concerns about Xylem's financial reporting, operations, and growth prospects",
          "position": 0,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        },
        {
          "to": 56,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 11,
          "name": "Preempt Rebuttal",
          "beatId": "8beb67eb-29a7-4acc-8013-1400d57c9a45",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck anticipates and addresses potential rebuttals to its thesis",
          "position": 2,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 82,
          "from": 1,
          "loop": {
            "name": "27_cost_of_inaction",
            "slug": "27-cost-of-inaction",
            "status": "active",
            "bestFor": "Urgent budget requests, compliance, risk mitigation",
            "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
            "description": "Quantify what happens if the audience does nothing",
            "familyLabel": null
          },
          "matchId": "2fa1c508-68a2-4a6b-9e65-5ff630e9c720",
          "evidence": "The deck presents a detailed analysis of the risks and consequences of not taking action on Xylem's challenges",
          "position": 1,
          "objective": "Highlight the risks of not taking action",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.166406+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        },
        {
          "to": 77,
          "from": 6,
          "loop": {
            "name": "41_so_what_cascade",
            "slug": "41-so-what-cascade",
            "status": "active",
            "bestFor": "Data presentations, executive summaries, driving to recommendations",
            "canonId": "019dd956-769f-7208-afbc-f28985c6f4fb",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Data -> So What? (Insight 1) -> So What? (Insight 2) -> So What? (The Action)",
            "description": "Chain insights together, each answering 'so what?' until you reach the actionable conclusion",
            "familyLabel": null
          },
          "matchId": "7d351594-e5d5-4f56-831e-33e1f8bcec2d",
          "evidence": "The deck presents a series of logical and connected arguments to support its thesis",
          "position": 2,
          "objective": "Build a logical case for the thesis",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.207918+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 27,
      "type": "analysis",
      "title": "The slide uses a red box to highlight the Q1 2023 inventory metric and a callout box to emphasize it as an all-time annual high.",
      "function": "analyze_data",
      "rawType": "comparison_table",
      "block": null,
      "metadata": {
        "slideType": "comparison_table",
        "slideTypeCanon": {
          "name": "Comparison table",
          "slug": "comparison_table",
          "status": "active",
          "canonId": "019de52d-0a06-73f8-8813-fe022fab1de2",
          "version": 1,
          "description": null
        },
        "function": "analyze_data",
        "functionCanon": {
          "name": "Analyze data",
          "slug": "analyze_data",
          "status": "active",
          "canonId": "019de52d-1590-7413-8c82-cc218cff40b4",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 51,
        "componentCount": 6,
        "textChars": 784,
        "nDataPoints": 35,
        "notes": "The slide uses a red box to highlight the Q1 2023 inventory metric and a callout box to emphasize it as an all-time annual high.",
        "elementsJson": [
          "headline_text",
          "data_table",
          "callout_box",
          "footnote"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 20:29:39.633+00",
          "seconds": 2.965,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622c-750b-8b99-65deaf51fc65/27",
        "deck": "/decks/019dd923-622c-750b-8b99-65deaf51fc65",
        "deckAnchor": "/decks/019dd923-622c-750b-8b99-65deaf51fc65#slide-27",
        "deckJson": "/decks/019dd923-622c-750b-8b99-65deaf51fc65.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.07,
            "w": 0.9,
            "x": 0.05,
            "y": 0.18
          },
          "kind": "callout",
          "text": "Spruce Point believes the evidence of Xylem's struggles can be seen by carefully evaluating its working capital metrics. Days inventory outstanding (DIO) and inventory to sales have increased markedly and are at highs.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": null,
            "subkind": {
              "name": "Primary callout",
              "slug": "primary",
              "status": "active",
              "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:39.633+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "f059cc58-6577-4d05-bf71-ecde6677d117",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "callout",
          "text": "Spruce Point believes the evidence of Xylem’s struggles can be seen by carefully evaluating its working capital metrics. Days inventory outstanding (DIO) and inventory to sales have increased markedly and are at highs.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:41+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1c7-464594f33ea0",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "Days of inventory: 85.7",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:41+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1c7-495335b66d49",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.6,
            "x": 0.05,
            "y": 0.93
          },
          "kind": "source-note",
          "text": "Source: Xylem and Spruce Point analysis (1) Defined by Xylem as Accounts Receivable +Accounts Payable + Inventories – Customer advances / LTM sales",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:39.633+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "0a617f1d-5baf-49e5-b6c5-683db2795eac",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.58,
            "w": 0.9,
            "x": 0.05,
            "y": 0.31
          },
          "kind": "table",
          "text": "Xylem's Working Capital Metrics table showing 2020-Q1 2023 data for AR, AP, Inventory, DIO, and Ratios.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Table",
              "slug": "table",
              "status": "active",
              "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28",
              "version": 1,
              "description": "Tabular data layout."
            },
            "tool": null,
            "subkind": {
              "name": "Data table",
              "slug": "data",
              "status": "active",
              "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "data",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:39.633+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "b6dcf60b-c7ca-4a34-bb27-1e89353648d7",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.65,
            "x": 0.31,
            "y": 0.03
          },
          "kind": "title",
          "text": "Working Capital Metrics And Days Inventory Signal Elevated Stress For Xylem",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:39.633+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "ae3a1218-462c-4474-ac2c-3c4cdd097fad",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 79,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 9,
          "name": "Expose Contradiction",
          "beatId": "b68955ea-1bea-4271-af69-04b4b38ed3c6",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck presents a series of contradictions and concerns about Xylem's financial reporting, operations, and growth prospects",
          "position": 0,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        },
        {
          "to": 56,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 11,
          "name": "Preempt Rebuttal",
          "beatId": "8beb67eb-29a7-4acc-8013-1400d57c9a45",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck anticipates and addresses potential rebuttals to its thesis",
          "position": 2,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 82,
          "from": 1,
          "loop": {
            "name": "27_cost_of_inaction",
            "slug": "27-cost-of-inaction",
            "status": "active",
            "bestFor": "Urgent budget requests, compliance, risk mitigation",
            "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
            "description": "Quantify what happens if the audience does nothing",
            "familyLabel": null
          },
          "matchId": "2fa1c508-68a2-4a6b-9e65-5ff630e9c720",
          "evidence": "The deck presents a detailed analysis of the risks and consequences of not taking action on Xylem's challenges",
          "position": 1,
          "objective": "Highlight the risks of not taking action",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.166406+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        },
        {
          "to": 77,
          "from": 6,
          "loop": {
            "name": "41_so_what_cascade",
            "slug": "41-so-what-cascade",
            "status": "active",
            "bestFor": "Data presentations, executive summaries, driving to recommendations",
            "canonId": "019dd956-769f-7208-afbc-f28985c6f4fb",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Data -> So What? (Insight 1) -> So What? (Insight 2) -> So What? (The Action)",
            "description": "Chain insights together, each answering 'so what?' until you reach the actionable conclusion",
            "familyLabel": null
          },
          "matchId": "7d351594-e5d5-4f56-831e-33e1f8bcec2d",
          "evidence": "The deck presents a series of logical and connected arguments to support its thesis",
          "position": 2,
          "objective": "Build a logical case for the thesis",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.207918+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 28,
      "type": "tension",
      "title": "Uses a table to contrast reported balance sheet cash with 'available' liquidity, highlighting a specific Q1 2023 discrepancy.",
      "function": "expose_contradiction",
      "rawType": "expose_contradiction",
      "block": null,
      "metadata": {
        "slideType": "expose_contradiction",
        "slideTypeCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df",
          "version": 1,
          "description": null
        },
        "function": "expose_contradiction",
        "functionCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-171f-776f-887c-73edaff4cf9c",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 55,
        "componentCount": 6,
        "textChars": 961,
        "nDataPoints": 28,
        "notes": "Uses a table to contrast reported balance sheet cash with 'available' liquidity, highlighting a specific Q1 2023 discrepancy.",
        "elementsJson": [
          "headline_text",
          "paragraph",
          "kpi_table",
          "callout_box"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 20:29:39.589+00",
          "seconds": 2.718,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622c-750b-8b99-65deaf51fc65/28",
        "deck": "/decks/019dd923-622c-750b-8b99-65deaf51fc65",
        "deckAnchor": "/decks/019dd923-622c-750b-8b99-65deaf51fc65#slide-28",
        "deckJson": "/decks/019dd923-622c-750b-8b99-65deaf51fc65.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.32,
            "w": 0.12,
            "x": 0.87,
            "y": 0.49
          },
          "kind": "callout",
          "text": "Notice for the first time that cash liquidity fell below cash on the balance sheet while foreign cash balance surged",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": null,
            "subkind": {
              "name": "Primary callout",
              "slug": "primary",
              "status": "active",
              "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:39.589+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "861d746f-7cce-4b22-a0c7-f62337e1f341",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "Cash & Cash Equivalents: $837m",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:41+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1c7-f4c0aee10ddd",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.96,
            "x": 0.02,
            "y": 0.17
          },
          "kind": "paragraph",
          "text": "There is more subtle evidence that Xylem was experiencing financial stress leading up to the Evoqua acquisition. Looking carefully at its cash and liquidity, we find that cash stated on the balance sheet was not listed as fully available in its \"Funding and Liquidity Strategy\" section of its SEC filings. In Q1'23, cash on the balance sheet was listed at $837m, but only $800m was available. Moreover, we find that foreign cash materially increased to 86% of total cash on hand at year end. To accommodate this stress and cash needs for closing, we believe Xylem entered into a new 5-year $1.0bn credit facility with a $300m accordion in March 2023.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:39.589+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "050a69f6-f6de-423b-bfd0-a4c711f466fa",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.38,
            "x": 0.02,
            "y": 0.92
          },
          "kind": "source-note",
          "text": "Source: Xylem financial statements, Spruce Point analysis",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:39.589+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "9aa4276c-e5a7-460a-972d-c179c5b94af4",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.54,
            "w": 0.86,
            "x": 0.02,
            "y": 0.36
          },
          "kind": "table",
          "text": "Xylem Cash And Liquidity Analysis table",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Table",
              "slug": "table",
              "status": "active",
              "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28",
              "version": 1,
              "description": "Tabular data layout."
            },
            "tool": null,
            "subkind": {
              "name": "Data table",
              "slug": "data",
              "status": "active",
              "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "data",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:39.589+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "c0bce4bb-2676-4154-bd1e-89fb2f151806",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.07,
            "w": 0.65,
            "x": 0.31,
            "y": 0.03
          },
          "kind": "title",
          "text": "Subtle Evidence of Liquidity Challenges Leading Up To The Acquisition",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:39.589+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "b49ad671-6b45-4db0-805f-db4473dd85f9",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 79,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 9,
          "name": "Expose Contradiction",
          "beatId": "b68955ea-1bea-4271-af69-04b4b38ed3c6",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck presents a series of contradictions and concerns about Xylem's financial reporting, operations, and growth prospects",
          "position": 0,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        },
        {
          "to": 56,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 11,
          "name": "Preempt Rebuttal",
          "beatId": "8beb67eb-29a7-4acc-8013-1400d57c9a45",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck anticipates and addresses potential rebuttals to its thesis",
          "position": 2,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 82,
          "from": 1,
          "loop": {
            "name": "27_cost_of_inaction",
            "slug": "27-cost-of-inaction",
            "status": "active",
            "bestFor": "Urgent budget requests, compliance, risk mitigation",
            "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
            "description": "Quantify what happens if the audience does nothing",
            "familyLabel": null
          },
          "matchId": "2fa1c508-68a2-4a6b-9e65-5ff630e9c720",
          "evidence": "The deck presents a detailed analysis of the risks and consequences of not taking action on Xylem's challenges",
          "position": 1,
          "objective": "Highlight the risks of not taking action",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.166406+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        },
        {
          "to": 77,
          "from": 6,
          "loop": {
            "name": "41_so_what_cascade",
            "slug": "41-so-what-cascade",
            "status": "active",
            "bestFor": "Data presentations, executive summaries, driving to recommendations",
            "canonId": "019dd956-769f-7208-afbc-f28985c6f4fb",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Data -> So What? (Insight 1) -> So What? (Insight 2) -> So What? (The Action)",
            "description": "Chain insights together, each answering 'so what?' until you reach the actionable conclusion",
            "familyLabel": null
          },
          "matchId": "7d351594-e5d5-4f56-831e-33e1f8bcec2d",
          "evidence": "The deck presents a series of logical and connected arguments to support its thesis",
          "position": 2,
          "objective": "Build a logical case for the thesis",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.207918+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 29,
      "type": "tension",
      "title": "The slide uses a direct quote from Xylem's 2022 Annual Report to frame the cash flow quality as suspicious.",
      "function": "expose_contradiction",
      "rawType": "expose_contradiction",
      "block": null,
      "metadata": {
        "slideType": "expose_contradiction",
        "slideTypeCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df",
          "version": 1,
          "description": null
        },
        "function": "expose_contradiction",
        "functionCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-171f-776f-887c-73edaff4cf9c",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 66,
        "componentCount": 7,
        "textChars": 1324,
        "nDataPoints": 2,
        "notes": "The slide uses a direct quote from Xylem's 2022 Annual Report to frame the cash flow quality as suspicious.",
        "elementsJson": [
          "headline_text",
          "callout_box",
          "quote_block",
          "footnote"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 20:29:39.87+00",
          "seconds": 2.994,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622c-750b-8b99-65deaf51fc65/29",
        "deck": "/decks/019dd923-622c-750b-8b99-65deaf51fc65",
        "deckAnchor": "/decks/019dd923-622c-750b-8b99-65deaf51fc65#slide-29",
        "deckJson": "/decks/019dd923-622c-750b-8b99-65deaf51fc65.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.12,
            "w": 0.96,
            "x": 0.02,
            "y": 0.17
          },
          "kind": "callout",
          "text": "Spruce Point's warns that for the first time ever before announcing the acquisition of Evoqua, Xylem citied as its first factor for increased cash flow \"higher customer prepayments.\" This raises the possibility that Xylem offered customers incentives to make prepayments, which could entail lower future margins, or is entering into long-term capital projects of greater risk.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": null,
            "subkind": {
              "name": "Primary callout",
              "slug": "primary",
              "status": "active",
              "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:39.87+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "5530b6ad-50e8-499c-bc81-349668f8c1c2",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "callout",
          "text": "Spruce Point's warns that for the first time ever before announcing the acquisition of Evoqua, Xylem citied as its first factor for increased cash flow \"higher customer prepayments.\"",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:42+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1c8-59765f580404",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "operating cash flow: $58 million",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:42+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1c8-6248a01238d1",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "quote",
          "text": "During 2022, net cash provided by operating activities was $596 million, compared to $538 million in 2021. The $58 million year-over-year increase was primarily driven by higher customer prepayments, timing of employee benefit payments and lower interest payments. Higher working capital levels, reflecting increased sales, partially offset these items. — Xylem 2022 Annual Report",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Quote",
              "slug": "quote",
              "status": "active",
              "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a",
              "version": 1,
              "description": "Pull quote or testimonial."
            },
            "tool": {
              "name": "Authority citation",
              "slug": "authority-citation",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-49ae-7557-89ad-3fca70469b45",
              "version": 1,
              "bodyDocId": null,
              "description": "Quoting an authority figure, study, or precedent to lend weight.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:42+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1c8-5c2832171aeb",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.15,
            "x": 0.02,
            "y": 0.7
          },
          "kind": "source-note",
          "text": "Source: Xylem 10-K",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:39.87+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "48b9f8cd-0ec9-46fb-b331-00094c17cb26",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.3,
            "w": 0.96,
            "x": 0.02,
            "y": 0.35
          },
          "kind": "table",
          "text": "Xylem's MD&A Discussion of Operating Cash Flow. 2022 Annual Report. Operating Activities: \"During 2022, net cash provided by operating activities was $596 million, compared to $538 million in 2021. The $58 million year-over-year increase was primarily driven by higher customer prepayments...\"",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Table",
              "slug": "table",
              "status": "active",
              "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28",
              "version": 1,
              "description": "Tabular data layout."
            },
            "tool": null,
            "subkind": {
              "name": "Data table",
              "slug": "data",
              "status": "active",
              "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "data",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:39.87+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "804c2e04-a9ef-48b2-9f5e-9aa21f3452f5",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.6,
            "x": 0.31,
            "y": 0.05
          },
          "kind": "title",
          "text": "Evidence of Cash Flow Quality Deterioration",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:39.87+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "46aa74eb-d2f7-40af-9d8f-42666a4b8fc0",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [
        {
          "matchId": "2e191568-5061-4ac3-9638-df2223dab864",
          "evidence": "The slide explicitly frames a company's financial disclosure as evidence of deteriorating quality and potential risk, a hallmark of activist short-selling research.",
          "framework": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-05-02 20:29:39.87+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 29,
          "frameworkName": "fraud-exposure"
        }
      ],
      "arcBeats": [
        {
          "to": 79,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 9,
          "name": "Expose Contradiction",
          "beatId": "b68955ea-1bea-4271-af69-04b4b38ed3c6",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck presents a series of contradictions and concerns about Xylem's financial reporting, operations, and growth prospects",
          "position": 0,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        },
        {
          "to": 56,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 11,
          "name": "Preempt Rebuttal",
          "beatId": "8beb67eb-29a7-4acc-8013-1400d57c9a45",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck anticipates and addresses potential rebuttals to its thesis",
          "position": 2,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 82,
          "from": 1,
          "loop": {
            "name": "27_cost_of_inaction",
            "slug": "27-cost-of-inaction",
            "status": "active",
            "bestFor": "Urgent budget requests, compliance, risk mitigation",
            "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
            "description": "Quantify what happens if the audience does nothing",
            "familyLabel": null
          },
          "matchId": "2fa1c508-68a2-4a6b-9e65-5ff630e9c720",
          "evidence": "The deck presents a detailed analysis of the risks and consequences of not taking action on Xylem's challenges",
          "position": 1,
          "objective": "Highlight the risks of not taking action",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.166406+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        },
        {
          "to": 77,
          "from": 6,
          "loop": {
            "name": "41_so_what_cascade",
            "slug": "41-so-what-cascade",
            "status": "active",
            "bestFor": "Data presentations, executive summaries, driving to recommendations",
            "canonId": "019dd956-769f-7208-afbc-f28985c6f4fb",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Data -> So What? (Insight 1) -> So What? (Insight 2) -> So What? (The Action)",
            "description": "Chain insights together, each answering 'so what?' until you reach the actionable conclusion",
            "familyLabel": null
          },
          "matchId": "7d351594-e5d5-4f56-831e-33e1f8bcec2d",
          "evidence": "The deck presents a series of logical and connected arguments to support its thesis",
          "position": 2,
          "objective": "Build a logical case for the thesis",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.207918+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 30,
      "type": "setup",
      "function": "transition",
      "rawType": "section_divider",
      "block": null,
      "metadata": {
        "slideType": "section_divider",
        "slideTypeCanon": {
          "name": "Section divider",
          "slug": "section_divider",
          "status": "active",
          "canonId": "019de52d-066a-7402-9554-6ae504999041",
          "version": 1,
          "description": null
        },
        "function": "transition",
        "functionCanon": {
          "name": "Transition",
          "slug": "transition",
          "status": "active",
          "canonId": "019de52d-1365-7149-92aa-66df859e75fd",
          "version": 1,
          "description": null
        },
        "density": "sparse",
        "densityScore": 8,
        "componentCount": 3,
        "textChars": 191,
        "nDataPoints": 0,
        "notes": null,
        "elementsJson": [
          "headline_text",
          "footnote"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 20:29:42.368+00",
          "seconds": 5.467,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622c-750b-8b99-65deaf51fc65/30",
        "deck": "/decks/019dd923-622c-750b-8b99-65deaf51fc65",
        "deckAnchor": "/decks/019dd923-622c-750b-8b99-65deaf51fc65#slide-30",
        "deckJson": "/decks/019dd923-622c-750b-8b99-65deaf51fc65.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.02,
            "w": 0.53,
            "x": 0.45,
            "y": 0.96
          },
          "kind": "disclaimer",
          "text": "Proprietary and Confidential –May Not Be Distributed or Copied Without Spruce Point Capital Management, LLC Consent",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Disclaimer",
              "slug": "disclaimer",
              "status": "active",
              "canonId": "91173477-d91f-4024-bbaf-d4f93e3f82dc",
              "version": 1,
              "description": "Legal/cautionary text that occupies most of the body of its slide."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:42.368+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "41eadae4-a3c3-4ba3-9289-e348d1eb9024",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.358,
            "w": 0.276,
            "x": 0.073,
            "y": 0.306
          },
          "kind": "image",
          "text": null,
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Logo",
              "slug": "logo",
              "status": "active",
              "canonId": "019de52c-fdaf-743d-94c4-d7c6a0e55302",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "logo",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:42.368+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "d67fb374-b0ed-41fa-a6d2-31c6cfce7586",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.55,
            "x": 0.375,
            "y": 0.41
          },
          "kind": "title",
          "text": "Evoqua's SEC Fraud Charges, Open Federal Investigation And Growth Challenges",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:42.368+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "3aaad4cc-fa51-4bb8-9522-ac33aab79c70",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 79,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 9,
          "name": "Expose Contradiction",
          "beatId": "b68955ea-1bea-4271-af69-04b4b38ed3c6",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck presents a series of contradictions and concerns about Xylem's financial reporting, operations, and growth prospects",
          "position": 0,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        },
        {
          "to": 56,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 11,
          "name": "Preempt Rebuttal",
          "beatId": "8beb67eb-29a7-4acc-8013-1400d57c9a45",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck anticipates and addresses potential rebuttals to its thesis",
          "position": 2,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 39,
          "from": 30,
          "loop": {
            "name": "10_iceberg",
            "slug": "10-iceberg",
            "status": "active",
            "bestFor": "Consulting, complex problem solving, organizational change",
            "canonId": "019dd956-69f4-738c-852a-643798da0899",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Symptom (Visible) -> The System (Hidden) -> The Root Cause",
            "description": "Reveal that the visible problem is merely a symptom of a deeper root cause",
            "familyLabel": null
          },
          "matchId": "f0ddc3ae-1054-4796-a478-a38122ee1c50",
          "evidence": "The deck highlights concerns about Evoqua's accounting and financial reporting",
          "position": 0,
          "objective": "Reveal potential accounting issues",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.122795+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        },
        {
          "to": 82,
          "from": 1,
          "loop": {
            "name": "27_cost_of_inaction",
            "slug": "27-cost-of-inaction",
            "status": "active",
            "bestFor": "Urgent budget requests, compliance, risk mitigation",
            "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
            "description": "Quantify what happens if the audience does nothing",
            "familyLabel": null
          },
          "matchId": "2fa1c508-68a2-4a6b-9e65-5ff630e9c720",
          "evidence": "The deck presents a detailed analysis of the risks and consequences of not taking action on Xylem's challenges",
          "position": 1,
          "objective": "Highlight the risks of not taking action",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.166406+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        },
        {
          "to": 77,
          "from": 6,
          "loop": {
            "name": "41_so_what_cascade",
            "slug": "41-so-what-cascade",
            "status": "active",
            "bestFor": "Data presentations, executive summaries, driving to recommendations",
            "canonId": "019dd956-769f-7208-afbc-f28985c6f4fb",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Data -> So What? (Insight 1) -> So What? (Insight 2) -> So What? (The Action)",
            "description": "Chain insights together, each answering 'so what?' until you reach the actionable conclusion",
            "familyLabel": null
          },
          "matchId": "7d351594-e5d5-4f56-831e-33e1f8bcec2d",
          "evidence": "The deck presents a series of logical and connected arguments to support its thesis",
          "position": 2,
          "objective": "Build a logical case for the thesis",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.207918+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 31,
      "type": "tension",
      "title": "Uses a combination of official SEC documentation and a primary source interview to build a case against the acquisition.",
      "function": "expose_contradiction",
      "rawType": "expose_contradiction",
      "block": null,
      "metadata": {
        "slideType": "expose_contradiction",
        "slideTypeCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df",
          "version": 1,
          "description": null
        },
        "function": "expose_contradiction",
        "functionCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-171f-776f-887c-73edaff4cf9c",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 73,
        "componentCount": 8,
        "textChars": 1686,
        "nDataPoints": 0,
        "notes": "Uses a combination of official SEC documentation and a primary source interview to build a case against the acquisition.",
        "elementsJson": [
          "headline_text",
          "callout_box",
          "screenshot",
          "paragraph",
          "footnote"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 20:29:41.071+00",
          "seconds": 4.024,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622c-750b-8b99-65deaf51fc65/31",
        "deck": "/decks/019dd923-622c-750b-8b99-65deaf51fc65",
        "deckAnchor": "/decks/019dd923-622c-750b-8b99-65deaf51fc65#slide-31",
        "deckJson": "/decks/019dd923-622c-750b-8b99-65deaf51fc65.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.12,
            "w": 0.96,
            "x": 0.02,
            "y": 0.16
          },
          "kind": "callout",
          "text": "Spruce Point is concerned that Xylem would acquire Evoqua at such a large premium given a recent SEC charge for materially misstated revenue and an ongoing federal investigation by the USAO. We believe a federal indictment could significantly tarnish Xylem and Evoqua’s reputation while potentially disrupting its operations. A former Xylem executive who evaluated Evoqua’s financials when it came public called them “a maze” and “complex.”",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": null,
            "subkind": {
              "name": "Primary callout",
              "slug": "primary",
              "status": "active",
              "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:41.071+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "072c2342-b598-4203-9c83-ed3ac230682b",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "callout",
          "text": "Spruce Point is concerned that Xylem would acquire Evoqua at such a large premium given a recent SEC charge for materially misstated revenue and an ongoing federal investigation by the USAO.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:41+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1c8-20eff080d1db",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.62,
            "w": 0.48,
            "x": 0.02,
            "y": 0.31
          },
          "kind": "image",
          "text": "SEC Litigation Release screenshot",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Screenshot",
              "slug": "screenshot",
              "status": "active",
              "canonId": "019de52c-fd87-7509-8391-3d79fb339379",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "screenshot",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:41.071+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "69755ec6-3ab0-4f9f-8b8f-7aa36b890384",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.18,
            "w": 0.46,
            "x": 0.52,
            "y": 0.31
          },
          "kind": "paragraph",
          "text": "As previously disclosed, in October 2020, the Company learned that the SEC and the United States Attorney’s Office for the District of Massachusetts (“USAO”) are investigating whether financial misstatements were made in the Company’s public filings and earnings announcements prior to October 2018. In December 2022, the Company received a “Wells Notice” from the staff of the SEC (the “Staff”) relating to the SEC’s investigation........ The Company continues to cooperate with the USAO investigation, which is ongoing.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:41.071+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "683aa9b8-64fa-464c-8812-1964e9091aee",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "quote",
          "text": "When I first looked at the financials around the IPO time, I could not get comfortable with the EBITDA they were reporting and all the adjustments. It was a maze. It was complex. It was obvious they were working hard to create a picture of a stable EBITDA stream. — Former Xylem Executive",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Quote",
              "slug": "quote",
              "status": "active",
              "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a",
              "version": 1,
              "description": "Pull quote or testimonial."
            },
            "tool": {
              "name": "Authority citation",
              "slug": "authority-citation",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-49ae-7557-89ad-3fca70469b45",
              "version": 1,
              "bodyDocId": null,
              "description": "Quoting an authority figure, study, or precedent to lend weight.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:41+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1c8-24dce17d41d5",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.45,
            "x": 0.02,
            "y": 0.96
          },
          "kind": "source-note",
          "text": "Source: SEC.gov, Evoqua 10-Q, filed May 2, 2023, Spruce Point Interview",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:41.071+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "9adb79a3-c036-45c9-a346-d5f2f904035e",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.35,
            "w": 0.46,
            "x": 0.52,
            "y": 0.58
          },
          "kind": "table",
          "text": "Spruce Point Research Interview: Question and Response",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Table",
              "slug": "table",
              "status": "active",
              "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28",
              "version": 1,
              "description": "Tabular data layout."
            },
            "tool": null,
            "subkind": {
              "name": "Data table",
              "slug": "data",
              "status": "active",
              "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "data",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:41.071+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "f45fdce0-7bf7-4a5f-9414-0910a9d3a244",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.68,
            "x": 0.28,
            "y": 0.03
          },
          "kind": "title",
          "text": "Evoqua Recently Charged By The SEC, And Disclosed It Has Been Under Federal Investigation",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:41.071+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "2fef22c8-c0a8-4258-936a-513f86406f06",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [
        {
          "matchId": "c3c7e76f-2e1a-474b-8883-59c1342310f8",
          "evidence": "Highlights legal charges and investigation to frame Evoqua as a risky acquisition target.",
          "framework": null,
          "confidence": 0.85,
          "extraction": {
            "at": "2026-05-02 20:29:41.071+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 31,
          "frameworkName": "antagonist-introduction"
        }
      ],
      "arcBeats": [
        {
          "to": 79,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 9,
          "name": "Expose Contradiction",
          "beatId": "b68955ea-1bea-4271-af69-04b4b38ed3c6",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck presents a series of contradictions and concerns about Xylem's financial reporting, operations, and growth prospects",
          "position": 0,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        },
        {
          "to": 56,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 11,
          "name": "Preempt Rebuttal",
          "beatId": "8beb67eb-29a7-4acc-8013-1400d57c9a45",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck anticipates and addresses potential rebuttals to its thesis",
          "position": 2,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 39,
          "from": 30,
          "loop": {
            "name": "10_iceberg",
            "slug": "10-iceberg",
            "status": "active",
            "bestFor": "Consulting, complex problem solving, organizational change",
            "canonId": "019dd956-69f4-738c-852a-643798da0899",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Symptom (Visible) -> The System (Hidden) -> The Root Cause",
            "description": "Reveal that the visible problem is merely a symptom of a deeper root cause",
            "familyLabel": null
          },
          "matchId": "f0ddc3ae-1054-4796-a478-a38122ee1c50",
          "evidence": "The deck highlights concerns about Evoqua's accounting and financial reporting",
          "position": 0,
          "objective": "Reveal potential accounting issues",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.122795+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        },
        {
          "to": 82,
          "from": 1,
          "loop": {
            "name": "27_cost_of_inaction",
            "slug": "27-cost-of-inaction",
            "status": "active",
            "bestFor": "Urgent budget requests, compliance, risk mitigation",
            "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
            "description": "Quantify what happens if the audience does nothing",
            "familyLabel": null
          },
          "matchId": "2fa1c508-68a2-4a6b-9e65-5ff630e9c720",
          "evidence": "The deck presents a detailed analysis of the risks and consequences of not taking action on Xylem's challenges",
          "position": 1,
          "objective": "Highlight the risks of not taking action",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.166406+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        },
        {
          "to": 77,
          "from": 6,
          "loop": {
            "name": "41_so_what_cascade",
            "slug": "41-so-what-cascade",
            "status": "active",
            "bestFor": "Data presentations, executive summaries, driving to recommendations",
            "canonId": "019dd956-769f-7208-afbc-f28985c6f4fb",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Data -> So What? (Insight 1) -> So What? (Insight 2) -> So What? (The Action)",
            "description": "Chain insights together, each answering 'so what?' until you reach the actionable conclusion",
            "familyLabel": null
          },
          "matchId": "7d351594-e5d5-4f56-831e-33e1f8bcec2d",
          "evidence": "The deck presents a series of logical and connected arguments to support its thesis",
          "position": 2,
          "objective": "Build a logical case for the thesis",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.207918+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 32,
      "type": "tension",
      "title": "The slide uses red boxes and arrows to draw attention to the specific line items that changed between the 2020 and 2021 reports.",
      "function": "expose_contradiction",
      "rawType": "expose_contradiction",
      "block": null,
      "metadata": {
        "slideType": "expose_contradiction",
        "slideTypeCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df",
          "version": 1,
          "description": null
        },
        "function": "expose_contradiction",
        "functionCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-171f-776f-887c-73edaff4cf9c",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 51,
        "componentCount": 7,
        "textChars": 596,
        "nDataPoints": 4,
        "notes": "The slide uses red boxes and arrows to draw attention to the specific line items that changed between the 2020 and 2021 reports.",
        "elementsJson": [
          "headline_text",
          "paragraph",
          "screenshot",
          "footnote"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 20:29:40.624+00",
          "seconds": 3.243,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622c-750b-8b99-65deaf51fc65/32",
        "deck": "/decks/019dd923-622c-750b-8b99-65deaf51fc65",
        "deckAnchor": "/decks/019dd923-622c-750b-8b99-65deaf51fc65#slide-32",
        "deckJson": "/decks/019dd923-622c-750b-8b99-65deaf51fc65.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "Was an $18m (+12%) boost to cash flow not material?",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:42+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1c8-3e061905fd4e",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "operating cash flow: +12%",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:42+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1c8-419ff86805af",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.12,
            "w": 0.96,
            "x": 0.02,
            "y": 0.16
          },
          "kind": "paragraph",
          "text": "The SEC accounting fraud charges focus on pre-2018 but Spruce Point has difficulty trusting any of Evoqua’s subsequent financials given it made a shockingly large revision to its 2020 operating cash flow and noted it identified “immaterial” errors related to tax remittances associated with certain equity awards. Was an $18m (+12%) boost to cash flow not material?",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:40.624+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "b9c8a5d2-6a9e-44d5-a52a-19888d37ad62",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.2,
            "x": 0.02,
            "y": 0.96
          },
          "kind": "source-note",
          "text": "Source: Evoqua 2021 and 2020 10-K",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:40.624+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "50d74193-f497-4aa0-ad61-c439a5614010",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.3,
            "w": 0.75,
            "x": 0.22,
            "y": 0.65
          },
          "kind": "table",
          "text": "2020 Annual Report Cash Flow Statement",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Table",
              "slug": "table",
              "status": "active",
              "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28",
              "version": 1,
              "description": "Tabular data layout."
            },
            "tool": null,
            "subkind": {
              "name": "Data table",
              "slug": "data",
              "status": "active",
              "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "data",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:40.624+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "25bd0cdf-896d-4c0f-be4c-5a2c1fa63757",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.3,
            "w": 0.75,
            "x": 0.22,
            "y": 0.3
          },
          "kind": "table",
          "text": "2021 Annual Report Cash Flow Statement",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Table",
              "slug": "table",
              "status": "active",
              "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28",
              "version": 1,
              "description": "Tabular data layout."
            },
            "tool": null,
            "subkind": {
              "name": "Data table",
              "slug": "data",
              "status": "active",
              "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "data",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:40.624+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "5e17ea93-66ee-43ff-897f-080d9d30554d",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.65,
            "x": 0.28,
            "y": 0.05
          },
          "kind": "title",
          "text": "A 12% Error Benefitting Cash Flow “Immaterial”",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:40.624+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "c65120ac-e263-4d1f-a906-89e93908744f",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [
        {
          "matchId": "34d3ef1c-c6bc-40c1-b6d9-a91b42b379d5",
          "evidence": "The slide explicitly frames the accounting discrepancy as evidence of potential fraud or untrustworthy financial reporting.",
          "framework": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-05-02 20:29:40.624+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 32,
          "frameworkName": "fraud-exposure"
        }
      ],
      "arcBeats": [
        {
          "to": 79,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 9,
          "name": "Expose Contradiction",
          "beatId": "b68955ea-1bea-4271-af69-04b4b38ed3c6",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck presents a series of contradictions and concerns about Xylem's financial reporting, operations, and growth prospects",
          "position": 0,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        },
        {
          "to": 56,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 11,
          "name": "Preempt Rebuttal",
          "beatId": "8beb67eb-29a7-4acc-8013-1400d57c9a45",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck anticipates and addresses potential rebuttals to its thesis",
          "position": 2,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 39,
          "from": 30,
          "loop": {
            "name": "10_iceberg",
            "slug": "10-iceberg",
            "status": "active",
            "bestFor": "Consulting, complex problem solving, organizational change",
            "canonId": "019dd956-69f4-738c-852a-643798da0899",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Symptom (Visible) -> The System (Hidden) -> The Root Cause",
            "description": "Reveal that the visible problem is merely a symptom of a deeper root cause",
            "familyLabel": null
          },
          "matchId": "f0ddc3ae-1054-4796-a478-a38122ee1c50",
          "evidence": "The deck highlights concerns about Evoqua's accounting and financial reporting",
          "position": 0,
          "objective": "Reveal potential accounting issues",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.122795+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        },
        {
          "to": 82,
          "from": 1,
          "loop": {
            "name": "27_cost_of_inaction",
            "slug": "27-cost-of-inaction",
            "status": "active",
            "bestFor": "Urgent budget requests, compliance, risk mitigation",
            "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
            "description": "Quantify what happens if the audience does nothing",
            "familyLabel": null
          },
          "matchId": "2fa1c508-68a2-4a6b-9e65-5ff630e9c720",
          "evidence": "The deck presents a detailed analysis of the risks and consequences of not taking action on Xylem's challenges",
          "position": 1,
          "objective": "Highlight the risks of not taking action",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.166406+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        },
        {
          "to": 77,
          "from": 6,
          "loop": {
            "name": "41_so_what_cascade",
            "slug": "41-so-what-cascade",
            "status": "active",
            "bestFor": "Data presentations, executive summaries, driving to recommendations",
            "canonId": "019dd956-769f-7208-afbc-f28985c6f4fb",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Data -> So What? (Insight 1) -> So What? (Insight 2) -> So What? (The Action)",
            "description": "Chain insights together, each answering 'so what?' until you reach the actionable conclusion",
            "familyLabel": null
          },
          "matchId": "7d351594-e5d5-4f56-831e-33e1f8bcec2d",
          "evidence": "The deck presents a series of logical and connected arguments to support its thesis",
          "position": 2,
          "objective": "Build a logical case for the thesis",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.207918+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 33,
      "type": "analysis",
      "title": "The slide uses red boxes to highlight specific periods of performance and the Mar Cor earnout reversal.",
      "function": "analyze_data",
      "rawType": "table_of_contents",
      "block": null,
      "metadata": {
        "slideType": "table_of_contents",
        "slideTypeCanon": {
          "name": "Table of contents",
          "slug": "table_of_contents",
          "status": "active",
          "canonId": "019de52d-0643-721b-9b85-69676bb85cf8",
          "version": 1,
          "description": null
        },
        "function": "analyze_data",
        "functionCanon": {
          "name": "Analyze data",
          "slug": "analyze_data",
          "status": "active",
          "canonId": "019de52d-1590-7413-8c82-cc218cff40b4",
          "version": 1,
          "description": null
        },
        "density": "balanced",
        "densityScore": 36,
        "componentCount": 5,
        "textChars": 532,
        "nDataPoints": 120,
        "notes": "The slide uses red boxes to highlight specific periods of performance and the Mar Cor earnout reversal.",
        "elementsJson": [
          "headline_text",
          "callout_box",
          "data_table",
          "footnote"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 20:29:40.438+00",
          "seconds": 3.002,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622c-750b-8b99-65deaf51fc65/33",
        "deck": "/decks/019dd923-622c-750b-8b99-65deaf51fc65",
        "deckAnchor": "/decks/019dd923-622c-750b-8b99-65deaf51fc65#slide-33",
        "deckJson": "/decks/019dd923-622c-750b-8b99-65deaf51fc65.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.08,
            "w": 0.96,
            "x": 0.02,
            "y": 0.17
          },
          "kind": "callout",
          "text": "Spruce Point does not believe the Evoqua deal was an effective roll-up strategy worthy of the commanding valuation paid by Xylem. After deploying $490m for acquisitions, cash flow struggled ever since COVID-19, and its final acquisition of Mar Cor appears to have been a bust with the return of unpaid earnout money.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": null,
            "subkind": {
              "name": "Primary callout",
              "slug": "primary",
              "status": "active",
              "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:40.438+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "66e89bc8-33b6-4b67-ac64-8e5bc8b2b2ea",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "Adj. Free Cash Flow: $205.9",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:42+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1c8-748eefd53d74",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.35,
            "x": 0.02,
            "y": 0.97
          },
          "kind": "source-note",
          "text": "Source: Evoqua financials and Spruce Point analysis",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:40.438+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "4848f913-eba2-42d7-b21e-4cae522357c7",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.65,
            "w": 0.96,
            "x": 0.02,
            "y": 0.28
          },
          "kind": "table",
          "text": "Evoqua Adjusted Free Cash Flow Performance Since IPO table",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Table",
              "slug": "table",
              "status": "active",
              "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28",
              "version": 1,
              "description": "Tabular data layout."
            },
            "tool": null,
            "subkind": {
              "name": "Data table",
              "slug": "data",
              "status": "active",
              "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "data",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:40.438+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "37306a2d-d066-4d19-a0e0-e9b4ced77292",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.65,
            "x": 0.31,
            "y": 0.03
          },
          "kind": "title",
          "text": "We Do Not Believe Evoqua Was An Effective Roll-Up Acquirer In The Water Industry",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:40.438+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "e7fb311d-b563-414a-990e-edef952efe2c",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 79,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 9,
          "name": "Expose Contradiction",
          "beatId": "b68955ea-1bea-4271-af69-04b4b38ed3c6",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck presents a series of contradictions and concerns about Xylem's financial reporting, operations, and growth prospects",
          "position": 0,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        },
        {
          "to": 56,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 11,
          "name": "Preempt Rebuttal",
          "beatId": "8beb67eb-29a7-4acc-8013-1400d57c9a45",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck anticipates and addresses potential rebuttals to its thesis",
          "position": 2,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 39,
          "from": 30,
          "loop": {
            "name": "10_iceberg",
            "slug": "10-iceberg",
            "status": "active",
            "bestFor": "Consulting, complex problem solving, organizational change",
            "canonId": "019dd956-69f4-738c-852a-643798da0899",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Symptom (Visible) -> The System (Hidden) -> The Root Cause",
            "description": "Reveal that the visible problem is merely a symptom of a deeper root cause",
            "familyLabel": null
          },
          "matchId": "f0ddc3ae-1054-4796-a478-a38122ee1c50",
          "evidence": "The deck highlights concerns about Evoqua's accounting and financial reporting",
          "position": 0,
          "objective": "Reveal potential accounting issues",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.122795+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        },
        {
          "to": 82,
          "from": 1,
          "loop": {
            "name": "27_cost_of_inaction",
            "slug": "27-cost-of-inaction",
            "status": "active",
            "bestFor": "Urgent budget requests, compliance, risk mitigation",
            "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
            "description": "Quantify what happens if the audience does nothing",
            "familyLabel": null
          },
          "matchId": "2fa1c508-68a2-4a6b-9e65-5ff630e9c720",
          "evidence": "The deck presents a detailed analysis of the risks and consequences of not taking action on Xylem's challenges",
          "position": 1,
          "objective": "Highlight the risks of not taking action",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.166406+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        },
        {
          "to": 77,
          "from": 6,
          "loop": {
            "name": "41_so_what_cascade",
            "slug": "41-so-what-cascade",
            "status": "active",
            "bestFor": "Data presentations, executive summaries, driving to recommendations",
            "canonId": "019dd956-769f-7208-afbc-f28985c6f4fb",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Data -> So What? (Insight 1) -> So What? (Insight 2) -> So What? (The Action)",
            "description": "Chain insights together, each answering 'so what?' until you reach the actionable conclusion",
            "familyLabel": null
          },
          "matchId": "7d351594-e5d5-4f56-831e-33e1f8bcec2d",
          "evidence": "The deck presents a series of logical and connected arguments to support its thesis",
          "position": 2,
          "objective": "Build a logical case for the thesis",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.207918+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 34,
      "type": "tension",
      "title": "The slide uses a comparison table to highlight accounting irregularities.",
      "function": "expose_contradiction",
      "rawType": "comparison_table",
      "block": null,
      "metadata": {
        "slideType": "comparison_table",
        "slideTypeCanon": {
          "name": "Comparison table",
          "slug": "comparison_table",
          "status": "active",
          "canonId": "019de52d-0a06-73f8-8813-fe022fab1de2",
          "version": 1,
          "description": null
        },
        "function": "expose_contradiction",
        "functionCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-171f-776f-887c-73edaff4cf9c",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 51,
        "componentCount": 6,
        "textChars": 893,
        "nDataPoints": 6,
        "notes": "The slide uses a comparison table to highlight accounting irregularities.",
        "elementsJson": [
          "headline_text",
          "paragraph",
          "comparison_table",
          "footnote"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 20:29:43.437+00",
          "seconds": 5.991,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622c-750b-8b99-65deaf51fc65/34",
        "deck": "/decks/019dd923-622c-750b-8b99-65deaf51fc65",
        "deckAnchor": "/decks/019dd923-622c-750b-8b99-65deaf51fc65#slide-34",
        "deckJson": "/decks/019dd923-622c-750b-8b99-65deaf51fc65.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "Spruce Point believes Evoqua concocted a highly unusual earnout structure whereby it assessed a high probability that Mar Cor would fail to hit its sales targets, thereby manufacturing almost $5 million of EBITDA benefits.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:42+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1c8-8b201c875c82",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "EBITDA: $4.5M",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:42+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1c8-8f8138051c33",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.1,
            "w": 0.96,
            "x": 0.02,
            "y": 0.0017
          },
          "kind": "paragraph",
          "text": "In January 2022, Evoqua acquired Mar Cor for an aggregate purchase price of $196.3m in cash at closing and a $12.3m earnout. Spruce Point believes Evoqua concocted a highly unusual earnout structure whereby it assessed a high probability that Mar Cor would fail to hit its sales targets, thereby manufacturing almost $5 million of EBITDA benefits. Unfortunately, we do not believe this is a repeatable source of EBITDA in 2023.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:43.437+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "ed060257-8b75-4d00-bc49-97905739f42e",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.5,
            "x": 0.02,
            "y": 0.96
          },
          "kind": "source-note",
          "text": "Source: Evoqua SEC filings, Mar Cor deal announcement, and Spruce Point analysis",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:43.437+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "07565286-8cf3-4b6e-a7a5-97a2e216c355",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.6,
            "w": 0.96,
            "x": 0.02,
            "y": 0.3
          },
          "kind": "table",
          "text": "Comparison table of Evoqua Earnout Structure vs Spruce Point Concern",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Table",
              "slug": "table",
              "status": "active",
              "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28",
              "version": 1,
              "description": "Tabular data layout."
            },
            "tool": null,
            "subkind": {
              "name": "Data table",
              "slug": "data",
              "status": "active",
              "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "data",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:43.437+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "6d3ab34b-4a79-4e44-932d-9bba8c9c0731",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.65,
            "x": 0.31,
            "y": 0.03
          },
          "kind": "title",
          "text": "Spruce Point Finds Strong Evidence That Evoqua Manufactured $4.5M of Dubious EBITDA",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:43.437+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "d8d9d688-351d-4816-b95f-e6014d6b29fc",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [
        {
          "matchId": "ca5d8ccd-675a-4c3c-8c01-662a7f277401",
          "evidence": "The slide explicitly identifies 'dubious EBITDA' and 'accounting irregularities' to expose potential financial manipulation.",
          "framework": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-05-02 20:29:43.437+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 34,
          "frameworkName": "fraud-exposure"
        }
      ],
      "arcBeats": [
        {
          "to": 79,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 9,
          "name": "Expose Contradiction",
          "beatId": "b68955ea-1bea-4271-af69-04b4b38ed3c6",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck presents a series of contradictions and concerns about Xylem's financial reporting, operations, and growth prospects",
          "position": 0,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        },
        {
          "to": 56,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 11,
          "name": "Preempt Rebuttal",
          "beatId": "8beb67eb-29a7-4acc-8013-1400d57c9a45",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck anticipates and addresses potential rebuttals to its thesis",
          "position": 2,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 39,
          "from": 30,
          "loop": {
            "name": "10_iceberg",
            "slug": "10-iceberg",
            "status": "active",
            "bestFor": "Consulting, complex problem solving, organizational change",
            "canonId": "019dd956-69f4-738c-852a-643798da0899",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Symptom (Visible) -> The System (Hidden) -> The Root Cause",
            "description": "Reveal that the visible problem is merely a symptom of a deeper root cause",
            "familyLabel": null
          },
          "matchId": "f0ddc3ae-1054-4796-a478-a38122ee1c50",
          "evidence": "The deck highlights concerns about Evoqua's accounting and financial reporting",
          "position": 0,
          "objective": "Reveal potential accounting issues",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.122795+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        },
        {
          "to": 82,
          "from": 1,
          "loop": {
            "name": "27_cost_of_inaction",
            "slug": "27-cost-of-inaction",
            "status": "active",
            "bestFor": "Urgent budget requests, compliance, risk mitigation",
            "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
            "description": "Quantify what happens if the audience does nothing",
            "familyLabel": null
          },
          "matchId": "2fa1c508-68a2-4a6b-9e65-5ff630e9c720",
          "evidence": "The deck presents a detailed analysis of the risks and consequences of not taking action on Xylem's challenges",
          "position": 1,
          "objective": "Highlight the risks of not taking action",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.166406+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        },
        {
          "to": 77,
          "from": 6,
          "loop": {
            "name": "41_so_what_cascade",
            "slug": "41-so-what-cascade",
            "status": "active",
            "bestFor": "Data presentations, executive summaries, driving to recommendations",
            "canonId": "019dd956-769f-7208-afbc-f28985c6f4fb",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Data -> So What? (Insight 1) -> So What? (Insight 2) -> So What? (The Action)",
            "description": "Chain insights together, each answering 'so what?' until you reach the actionable conclusion",
            "familyLabel": null
          },
          "matchId": "7d351594-e5d5-4f56-831e-33e1f8bcec2d",
          "evidence": "The deck presents a series of logical and connected arguments to support its thesis",
          "position": 2,
          "objective": "Build a logical case for the thesis",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.207918+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 35,
      "type": "tension",
      "title": "Includes annotations like '??' and red boxes highlighting specific line items in financial tables.",
      "function": "expose_contradiction",
      "rawType": "expose_contradiction",
      "block": null,
      "metadata": {
        "slideType": "expose_contradiction",
        "slideTypeCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df",
          "version": 1,
          "description": null
        },
        "function": "expose_contradiction",
        "functionCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-171f-776f-887c-73edaff4cf9c",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 63,
        "componentCount": 7,
        "textChars": 943,
        "nDataPoints": 12,
        "notes": "Includes annotations like '??' and red boxes highlighting specific line items in financial tables.",
        "elementsJson": [
          "headline_text",
          "paragraph",
          "callout_box",
          "screenshot",
          "data_table"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 20:29:43.667+00",
          "seconds": 6.218,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622c-750b-8b99-65deaf51fc65/35",
        "deck": "/decks/019dd923-622c-750b-8b99-65deaf51fc65",
        "deckAnchor": "/decks/019dd923-622c-750b-8b99-65deaf51fc65#slide-35",
        "deckJson": "/decks/019dd923-622c-750b-8b99-65deaf51fc65.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.2,
            "w": 0.96,
            "x": 0.02,
            "y": 0.73
          },
          "kind": "callout",
          "text": "As a result of the Mar Cor Business acquisition, the Company recorded an Earn Out asset for $7,824...",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": null,
            "subkind": {
              "name": "Primary callout",
              "slug": "primary",
              "status": "active",
              "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:43.667+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "c643e021-339a-42d8-8577-e7eafe2afb00",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "callout",
          "text": "Spruce Point believes the earnout structure allowed Evoqua to book Adjusted EBITDA and earnings for a transaction where management implied a high probability of failing to meet targets.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:43+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1c8-a69eb7424dce",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.96,
            "x": 0.02,
            "y": 0.18
          },
          "kind": "paragraph",
          "text": "Spruce Point believes the earnout structure allowed Evoqua to book Adjusted EBITDA and earnings for a transaction where management implied a high probability of failing to meet targets.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:43.667+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "05b13541-af9b-4fd2-b5ad-b4c436d45c65",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "quote",
          "text": "As a result of the Mar Cor Business acquisition, the Company recorded an Earn Out asset for $7,824 which represented the fair value of amounts expected to be received back from escrow based on the forecasted achievement of certain sales performance goals at the acquisition date. — Evoqua 10-K and 10-Q",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Quote",
              "slug": "quote",
              "status": "active",
              "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a",
              "version": 1,
              "description": "Pull quote or testimonial."
            },
            "tool": {
              "name": "Authority citation",
              "slug": "authority-citation",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-49ae-7557-89ad-3fca70469b45",
              "version": 1,
              "bodyDocId": null,
              "description": "Quoting an authority figure, study, or precedent to lend weight.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:43+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1c8-ab332cac023b",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.2,
            "x": 0.02,
            "y": 0.97
          },
          "kind": "source-note",
          "text": "Source: Evoqua 10-K and 10-Q",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:43.667+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "2385da51-44b4-4768-92d9-48519d823fa8",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.28,
            "w": 0.96,
            "x": 0.02,
            "y": 0.4
          },
          "kind": "table",
          "text": "Financial tables showing financing activities for 2022 and 2023.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Table",
              "slug": "table",
              "status": "active",
              "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28",
              "version": 1,
              "description": "Tabular data layout."
            },
            "tool": null,
            "subkind": {
              "name": "Data table",
              "slug": "data",
              "status": "active",
              "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "data",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:43.667+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "581d6a40-3e14-4b8f-a7ca-eab7ce3fa5fe",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.65,
            "x": 0.31,
            "y": 0.03
          },
          "kind": "title",
          "text": "Why Would Evoqua Value The Earnout With A High Probability Of Implied Failure?",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:43.667+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "ebed2394-a7da-4f66-aaeb-18916eff4f63",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [
        {
          "matchId": "bda4dab2-00e2-4c79-8676-8c04d4dbd116",
          "evidence": "The slide explicitly frames the accounting treatment as a questionable practice to manipulate financial results.",
          "framework": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-05-02 20:29:43.667+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 35,
          "frameworkName": "fraud-exposure"
        }
      ],
      "arcBeats": [
        {
          "to": 79,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 9,
          "name": "Expose Contradiction",
          "beatId": "b68955ea-1bea-4271-af69-04b4b38ed3c6",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck presents a series of contradictions and concerns about Xylem's financial reporting, operations, and growth prospects",
          "position": 0,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        },
        {
          "to": 56,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 11,
          "name": "Preempt Rebuttal",
          "beatId": "8beb67eb-29a7-4acc-8013-1400d57c9a45",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck anticipates and addresses potential rebuttals to its thesis",
          "position": 2,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 39,
          "from": 30,
          "loop": {
            "name": "10_iceberg",
            "slug": "10-iceberg",
            "status": "active",
            "bestFor": "Consulting, complex problem solving, organizational change",
            "canonId": "019dd956-69f4-738c-852a-643798da0899",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Symptom (Visible) -> The System (Hidden) -> The Root Cause",
            "description": "Reveal that the visible problem is merely a symptom of a deeper root cause",
            "familyLabel": null
          },
          "matchId": "f0ddc3ae-1054-4796-a478-a38122ee1c50",
          "evidence": "The deck highlights concerns about Evoqua's accounting and financial reporting",
          "position": 0,
          "objective": "Reveal potential accounting issues",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.122795+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        },
        {
          "to": 82,
          "from": 1,
          "loop": {
            "name": "27_cost_of_inaction",
            "slug": "27-cost-of-inaction",
            "status": "active",
            "bestFor": "Urgent budget requests, compliance, risk mitigation",
            "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
            "description": "Quantify what happens if the audience does nothing",
            "familyLabel": null
          },
          "matchId": "2fa1c508-68a2-4a6b-9e65-5ff630e9c720",
          "evidence": "The deck presents a detailed analysis of the risks and consequences of not taking action on Xylem's challenges",
          "position": 1,
          "objective": "Highlight the risks of not taking action",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.166406+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        },
        {
          "to": 77,
          "from": 6,
          "loop": {
            "name": "41_so_what_cascade",
            "slug": "41-so-what-cascade",
            "status": "active",
            "bestFor": "Data presentations, executive summaries, driving to recommendations",
            "canonId": "019dd956-769f-7208-afbc-f28985c6f4fb",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Data -> So What? (Insight 1) -> So What? (Insight 2) -> So What? (The Action)",
            "description": "Chain insights together, each answering 'so what?' until you reach the actionable conclusion",
            "familyLabel": null
          },
          "matchId": "7d351594-e5d5-4f56-831e-33e1f8bcec2d",
          "evidence": "The deck presents a series of logical and connected arguments to support its thesis",
          "position": 2,
          "objective": "Build a logical case for the thesis",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.207918+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 36,
      "type": "tension",
      "title": "Uses a direct quote from an earnings transcript to highlight the contradiction.",
      "function": "expose_contradiction",
      "rawType": "expose_contradiction",
      "block": null,
      "metadata": {
        "slideType": "expose_contradiction",
        "slideTypeCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df",
          "version": 1,
          "description": null
        },
        "function": "expose_contradiction",
        "functionCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-171f-776f-887c-73edaff4cf9c",
          "version": 1,
          "description": null
        },
        "density": "overcrowded",
        "densityScore": 86,
        "componentCount": 9,
        "textChars": 1609,
        "nDataPoints": 18,
        "notes": "Uses a direct quote from an earnings transcript to highlight the contradiction.",
        "elementsJson": [
          "headline_text",
          "paragraph",
          "callout_box",
          "data_table",
          "footnote"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 20:29:40.985+00",
          "seconds": 3.195,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622c-750b-8b99-65deaf51fc65/36",
        "deck": "/decks/019dd923-622c-750b-8b99-65deaf51fc65",
        "deckAnchor": "/decks/019dd923-622c-750b-8b99-65deaf51fc65#slide-36",
        "deckJson": "/decks/019dd923-622c-750b-8b99-65deaf51fc65.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "Spruce Point believes that Evoqua made potentially misleading statements by dismissing sales concerns about Mar Cor, while continuing to increase the earnout asset value, an implicit reflection that it expected to receive the earnout back from its failure to meet sales targets.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:43+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1c8-c00eabc06a8b",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "Adjusted EBITDA: $4.5 million",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:43+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1c8-cafd740aff15",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.12,
            "w": 0.96,
            "x": 0.02,
            "y": 0.16
          },
          "kind": "paragraph",
          "text": "Spruce Point believes that Evoqua made potentially misleading statements by dismissing sales concerns about Mar Cor, while continuing to increase the earnout asset value, an implicit reflection that it expected to receive the earnout back from its failure to meet sales targets. In total, we estimate Evoqua recorded $4.5 million of Adjusted EBITDA and $0.03 of EPS benefits. According to Evoqua’s proxy statement, management’s annual incentive compensation is heavily weighted to Adjusted EBITDA, thus providing a material motivation to manipulate these results.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:40.985+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "8689aa86-7263-427b-8453-5aea5f209010",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "quote",
          "text": "No. We just had a little bit of supply chain disruption in the quarter associated with the concentrates business that should rebound this quarter. But we expect that to be in that mid-40s range in terms of sales on an ongoing basis. A lot going on there, including an SAP implementation, the integration of the business, but the demand looks very stable and certainly strong in this concentrate area as well as our other key product lines. — Evoqua CFO",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Quote",
              "slug": "quote",
              "status": "active",
              "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a",
              "version": 1,
              "description": "Pull quote or testimonial."
            },
            "tool": {
              "name": "Authority citation",
              "slug": "authority-citation",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-49ae-7557-89ad-3fca70469b45",
              "version": 1,
              "bodyDocId": null,
              "description": "Quoting an authority figure, study, or precedent to lend weight.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:43+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1c8-c4a9773bce0d",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.6,
            "x": 0.02,
            "y": 0.96
          },
          "kind": "source-note",
          "text": "Source: Evoqua 10-Qs and 10-K, Note 6 (March, June, September, December); Evoqua proxy statement",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:40.985+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "388115df-3731-4388-8308-0f269398e1cb",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.2,
            "x": 0.02,
            "y": 0.55
          },
          "kind": "source-note",
          "text": "Source: Q3'2022 Earnings Transcript",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:40.985+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "988d2bf5-a809-4b13-93da-6ee9e5b2a558",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.96,
            "x": 0.02,
            "y": 0.33
          },
          "kind": "table",
          "text": "Evoqua Dismissed Sales Challenges At Mar Cor",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Table",
              "slug": "table",
              "status": "active",
              "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28",
              "version": 1,
              "description": "Tabular data layout."
            },
            "tool": null,
            "subkind": {
              "name": "Data table",
              "slug": "data",
              "status": "active",
              "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "data",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:40.985+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "07253f6a-022f-420d-97ac-c3641ffdb0a9",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.33,
            "w": 0.96,
            "x": 0.02,
            "y": 0.59
          },
          "kind": "table",
          "text": "Estimated Adj. EBITDA and EPS Impact of Mar Cor Earnout",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Table",
              "slug": "table",
              "status": "active",
              "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28",
              "version": 1,
              "description": "Tabular data layout."
            },
            "tool": null,
            "subkind": {
              "name": "Data table",
              "slug": "data",
              "status": "active",
              "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "data",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:40.985+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "9c5fdf02-e684-48df-931e-6a9a3fc6fce5",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.07,
            "w": 0.65,
            "x": 0.31,
            "y": 0.03
          },
          "kind": "title",
          "text": "Evoqua Management Spoke Out of Both Sides of Its Mouth...",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:40.985+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "764ed18b-0c33-449b-bd5c-7d71a474a05b",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [
        {
          "matchId": "ff14b696-7539-4bf9-8d2e-6771c4c4c700",
          "evidence": "Contrasts management quote with financial data to expose potential manipulation.",
          "framework": null,
          "confidence": 0.95,
          "extraction": {
            "at": "2026-05-02 20:29:40.985+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 36,
          "frameworkName": "ceo-quote-contradiction"
        }
      ],
      "arcBeats": [
        {
          "to": 79,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 9,
          "name": "Expose Contradiction",
          "beatId": "b68955ea-1bea-4271-af69-04b4b38ed3c6",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck presents a series of contradictions and concerns about Xylem's financial reporting, operations, and growth prospects",
          "position": 0,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        },
        {
          "to": 56,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 11,
          "name": "Preempt Rebuttal",
          "beatId": "8beb67eb-29a7-4acc-8013-1400d57c9a45",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck anticipates and addresses potential rebuttals to its thesis",
          "position": 2,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 39,
          "from": 30,
          "loop": {
            "name": "10_iceberg",
            "slug": "10-iceberg",
            "status": "active",
            "bestFor": "Consulting, complex problem solving, organizational change",
            "canonId": "019dd956-69f4-738c-852a-643798da0899",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Symptom (Visible) -> The System (Hidden) -> The Root Cause",
            "description": "Reveal that the visible problem is merely a symptom of a deeper root cause",
            "familyLabel": null
          },
          "matchId": "f0ddc3ae-1054-4796-a478-a38122ee1c50",
          "evidence": "The deck highlights concerns about Evoqua's accounting and financial reporting",
          "position": 0,
          "objective": "Reveal potential accounting issues",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.122795+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        },
        {
          "to": 82,
          "from": 1,
          "loop": {
            "name": "27_cost_of_inaction",
            "slug": "27-cost-of-inaction",
            "status": "active",
            "bestFor": "Urgent budget requests, compliance, risk mitigation",
            "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
            "description": "Quantify what happens if the audience does nothing",
            "familyLabel": null
          },
          "matchId": "2fa1c508-68a2-4a6b-9e65-5ff630e9c720",
          "evidence": "The deck presents a detailed analysis of the risks and consequences of not taking action on Xylem's challenges",
          "position": 1,
          "objective": "Highlight the risks of not taking action",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.166406+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        },
        {
          "to": 77,
          "from": 6,
          "loop": {
            "name": "41_so_what_cascade",
            "slug": "41-so-what-cascade",
            "status": "active",
            "bestFor": "Data presentations, executive summaries, driving to recommendations",
            "canonId": "019dd956-769f-7208-afbc-f28985c6f4fb",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Data -> So What? (Insight 1) -> So What? (Insight 2) -> So What? (The Action)",
            "description": "Chain insights together, each answering 'so what?' until you reach the actionable conclusion",
            "familyLabel": null
          },
          "matchId": "7d351594-e5d5-4f56-831e-33e1f8bcec2d",
          "evidence": "The deck presents a series of logical and connected arguments to support its thesis",
          "position": 2,
          "objective": "Build a logical case for the thesis",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.207918+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 37,
      "type": "tension",
      "title": "The slide uses a chronological comparison to highlight the reduction in disclosure quality.",
      "function": "expose_contradiction",
      "rawType": "expose_contradiction",
      "block": null,
      "metadata": {
        "slideType": "expose_contradiction",
        "slideTypeCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df",
          "version": 1,
          "description": null
        },
        "function": "expose_contradiction",
        "functionCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-171f-776f-887c-73edaff4cf9c",
          "version": 1,
          "description": null
        },
        "density": "balanced",
        "densityScore": 44,
        "componentCount": 5,
        "textChars": 854,
        "nDataPoints": 12,
        "notes": "The slide uses a chronological comparison to highlight the reduction in disclosure quality.",
        "elementsJson": [
          "headline_text",
          "paragraph",
          "data_table"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 20:29:40.739+00",
          "seconds": 2.93,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622c-750b-8b99-65deaf51fc65/37",
        "deck": "/decks/019dd923-622c-750b-8b99-65deaf51fc65",
        "deckAnchor": "/decks/019dd923-622c-750b-8b99-65deaf51fc65#slide-37",
        "deckJson": "/decks/019dd923-622c-750b-8b99-65deaf51fc65.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "Spruce Point observes that Evoqua changed how it discussed gross margin post-IPO. At first, it gave a more detailed discussion about factors that drove costs, including the impact from acquisitions.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:43+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1c9-0d6a9755e3d7",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.12,
            "w": 0.96,
            "x": 0.02,
            "y": 0.18
          },
          "kind": "paragraph",
          "text": "Spruce Point observes that Evoqua changed how it discussed gross margin post-IPO. At first, it gave a more detailed discussion about factors that drove costs, including the impact from acquisitions. However, over time it clearly stopped discussing the impact of acquisitions, and in 2022 didn't mention a single word about Mar Cor, its largest acquisition. In its last 10-K filed November 2022, just two months ahead of its announced sale to Xylem, it added an ominous warning about continued pressures.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:40.739+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "1b47e380-5d2a-4fd8-9280-42c7370087d5",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.2,
            "x": 0.02,
            "y": 0.97
          },
          "kind": "source-note",
          "text": "Source: 10-Ks: 2022, 2021, 2017",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:40.739+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "5a838665-2060-4dce-8a9e-276aa8813bd3",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.6,
            "w": 0.96,
            "x": 0.02,
            "y": 0.35
          },
          "kind": "table",
          "text": "MD&A On Cost of Sales And Gross Margin",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Table",
              "slug": "table",
              "status": "active",
              "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28",
              "version": 1,
              "description": "Tabular data layout."
            },
            "tool": null,
            "subkind": {
              "name": "Data table",
              "slug": "data",
              "status": "active",
              "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "data",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:40.739+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "85c878ee-bf82-4182-81f7-96750cc31a05",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.68,
            "x": 0.28,
            "y": 0.03
          },
          "kind": "title",
          "text": "Evoqua's Gross Margin Disclosures Became More Opaque Leading Up To Its Sale To Xylem",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:40.739+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "201e5783-3a26-49b6-98b0-3e13db11dcd3",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [
        {
          "matchId": "7de523ee-e6d5-4f65-bcb8-d0bebca09da1",
          "evidence": "The slide highlights a deliberate reduction in disclosure transparency to mask acquisition performance.",
          "framework": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-05-02 20:29:40.739+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 37,
          "frameworkName": "fraud-exposure"
        }
      ],
      "arcBeats": [
        {
          "to": 79,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 9,
          "name": "Expose Contradiction",
          "beatId": "b68955ea-1bea-4271-af69-04b4b38ed3c6",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck presents a series of contradictions and concerns about Xylem's financial reporting, operations, and growth prospects",
          "position": 0,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        },
        {
          "to": 56,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 11,
          "name": "Preempt Rebuttal",
          "beatId": "8beb67eb-29a7-4acc-8013-1400d57c9a45",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck anticipates and addresses potential rebuttals to its thesis",
          "position": 2,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 39,
          "from": 30,
          "loop": {
            "name": "10_iceberg",
            "slug": "10-iceberg",
            "status": "active",
            "bestFor": "Consulting, complex problem solving, organizational change",
            "canonId": "019dd956-69f4-738c-852a-643798da0899",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Symptom (Visible) -> The System (Hidden) -> The Root Cause",
            "description": "Reveal that the visible problem is merely a symptom of a deeper root cause",
            "familyLabel": null
          },
          "matchId": "f0ddc3ae-1054-4796-a478-a38122ee1c50",
          "evidence": "The deck highlights concerns about Evoqua's accounting and financial reporting",
          "position": 0,
          "objective": "Reveal potential accounting issues",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.122795+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        },
        {
          "to": 82,
          "from": 1,
          "loop": {
            "name": "27_cost_of_inaction",
            "slug": "27-cost-of-inaction",
            "status": "active",
            "bestFor": "Urgent budget requests, compliance, risk mitigation",
            "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
            "description": "Quantify what happens if the audience does nothing",
            "familyLabel": null
          },
          "matchId": "2fa1c508-68a2-4a6b-9e65-5ff630e9c720",
          "evidence": "The deck presents a detailed analysis of the risks and consequences of not taking action on Xylem's challenges",
          "position": 1,
          "objective": "Highlight the risks of not taking action",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.166406+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        },
        {
          "to": 77,
          "from": 6,
          "loop": {
            "name": "41_so_what_cascade",
            "slug": "41-so-what-cascade",
            "status": "active",
            "bestFor": "Data presentations, executive summaries, driving to recommendations",
            "canonId": "019dd956-769f-7208-afbc-f28985c6f4fb",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Data -> So What? (Insight 1) -> So What? (Insight 2) -> So What? (The Action)",
            "description": "Chain insights together, each answering 'so what?' until you reach the actionable conclusion",
            "familyLabel": null
          },
          "matchId": "7d351594-e5d5-4f56-831e-33e1f8bcec2d",
          "evidence": "The deck presents a series of logical and connected arguments to support its thesis",
          "position": 2,
          "objective": "Build a logical case for the thesis",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.207918+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 38,
      "type": "tension",
      "title": "The slide uses a 'before-after' style logic to contrast revenue vs margin performance, and includes a direct quote from the CFO to expose a contradiction.",
      "function": "expose_contradiction",
      "rawType": "expose_contradiction",
      "block": null,
      "metadata": {
        "slideType": "expose_contradiction",
        "slideTypeCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df",
          "version": 1,
          "description": null
        },
        "function": "expose_contradiction",
        "functionCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-171f-776f-887c-73edaff4cf9c",
          "version": 1,
          "description": null
        },
        "density": "overcrowded",
        "densityScore": 83,
        "componentCount": 9,
        "textChars": 1144,
        "nDataPoints": 160,
        "notes": "The slide uses a 'before-after' style logic to contrast revenue vs margin performance, and includes a direct quote from the CFO to expose a contradiction.",
        "elementsJson": [
          "headline_text",
          "paragraph",
          "quote_block",
          "data_table"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 20:29:40.95+00",
          "seconds": 3.127,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622c-750b-8b99-65deaf51fc65/38",
        "deck": "/decks/019dd923-622c-750b-8b99-65deaf51fc65",
        "deckAnchor": "/decks/019dd923-622c-750b-8b99-65deaf51fc65#slide-38",
        "deckJson": "/decks/019dd923-622c-750b-8b99-65deaf51fc65.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "The CFO talked about acquisitions being accretive to margins over-time, but the exact opposite appears to have occurred.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:43+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1c9-22a769b81c76",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "gross margin",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:43+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1c9-29fdb87037d0",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.9,
            "x": 0.05,
            "y": 0.17
          },
          "kind": "paragraph",
          "text": "With Evoqua having recently been charged by the SEC for fraudulent revenue accounting practices from 2016-2018 related to premature revenue recognition, we are struck by its ability to almost never miss sell-side consensus revenue estimates...",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:40.95+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "0e66010a-c050-4cfe-9225-c599d21dab18",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.8,
            "x": 0.17,
            "y": 0.42
          },
          "kind": "quote",
          "text": "We start with the customer in all deals and saying what does this do from that standpoint. But naturally, costs come out. Normally, we'll see gross margin fall to EBITDA. And within 1 year to 1.5 years after the acquisitions, they're highly accretive -- to our margins.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Quote",
              "slug": "quote",
              "status": "active",
              "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a",
              "version": 1,
              "description": "Pull quote or testimonial."
            },
            "tool": null,
            "subkind": {
              "name": "Testimonial",
              "slug": "testimonial",
              "status": "active",
              "canonId": "019de52c-fc21-71b6-9ac3-8266a64945e8",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "testimonial",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:40.95+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "cd4f059c-37b4-4ffc-b8bc-98f1075186a6",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "quote",
          "text": "We start with the customer in all deals and saying what does this do from that standpoint. But naturally, costs come out. Normally, we'll see gross margin fall to EBITDA. And within 1 year to 1.5 years after the acquisitions, they're highly accretive -- to our margins. — Evoqua CFO, CS Industrial Conf, Dec 2, 2022",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Quote",
              "slug": "quote",
              "status": "active",
              "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a",
              "version": 1,
              "description": "Pull quote or testimonial."
            },
            "tool": {
              "name": "Authority citation",
              "slug": "authority-citation",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-49ae-7557-89ad-3fca70469b45",
              "version": 1,
              "bodyDocId": null,
              "description": "Quoting an authority figure, study, or precedent to lend weight.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:43+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1c9-26d75b37ee20",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.2,
            "x": 0.05,
            "y": 0.95
          },
          "kind": "source-note",
          "text": "Source: Bloomberg (1) See deal presentation, slide 9",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:40.95+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "38f7889c-df6a-4d9f-962c-62e519dc9373",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.42,
            "w": 0.45,
            "x": 0.05,
            "y": 0.51
          },
          "kind": "table",
          "text": "Consistent Revenue Outperformance table",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Table",
              "slug": "table",
              "status": "active",
              "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28",
              "version": 1,
              "description": "Tabular data layout."
            },
            "tool": null,
            "subkind": {
              "name": "Data table",
              "slug": "data",
              "status": "active",
              "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "data",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:40.95+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "23d6ae0c-c389-4b7a-845d-f0270c1fc9fd",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.42,
            "w": 0.45,
            "x": 0.53,
            "y": 0.51
          },
          "kind": "table",
          "text": "But Consistent Gross Margin Disappointment table",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Table",
              "slug": "table",
              "status": "active",
              "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28",
              "version": 1,
              "description": "Tabular data layout."
            },
            "tool": null,
            "subkind": {
              "name": "Data table",
              "slug": "data",
              "status": "active",
              "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "data",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:40.95+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "f79fb149-5cff-4e5c-b713-5f197ab8491b",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.65,
            "x": 0.305,
            "y": 0.05
          },
          "kind": "title",
          "text": "Focus On Evoqua's Gross Margin, Not On Revenue",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:40.95+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "43ebe258-1331-431f-984b-d88171c1784b",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [
        {
          "matchId": "8a35a876-3e01-4169-91d5-8c9c7c342d59",
          "evidence": "CFO quote contrasted with actual margin data",
          "framework": null,
          "confidence": 1,
          "extraction": {
            "at": "2026-05-02 20:29:40.95+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 38,
          "frameworkName": "ceo-quote-contradiction"
        },
        {
          "matchId": "8e6fe862-1fe7-4ad0-94f5-36d4f6f4264b",
          "evidence": "SEC charges mentioned in text",
          "framework": null,
          "confidence": 1,
          "extraction": {
            "at": "2026-05-02 20:29:40.95+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 38,
          "frameworkName": "fraud-exposure"
        }
      ],
      "arcBeats": [
        {
          "to": 79,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 9,
          "name": "Expose Contradiction",
          "beatId": "b68955ea-1bea-4271-af69-04b4b38ed3c6",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck presents a series of contradictions and concerns about Xylem's financial reporting, operations, and growth prospects",
          "position": 0,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        },
        {
          "to": 56,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 11,
          "name": "Preempt Rebuttal",
          "beatId": "8beb67eb-29a7-4acc-8013-1400d57c9a45",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck anticipates and addresses potential rebuttals to its thesis",
          "position": 2,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 39,
          "from": 30,
          "loop": {
            "name": "10_iceberg",
            "slug": "10-iceberg",
            "status": "active",
            "bestFor": "Consulting, complex problem solving, organizational change",
            "canonId": "019dd956-69f4-738c-852a-643798da0899",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Symptom (Visible) -> The System (Hidden) -> The Root Cause",
            "description": "Reveal that the visible problem is merely a symptom of a deeper root cause",
            "familyLabel": null
          },
          "matchId": "f0ddc3ae-1054-4796-a478-a38122ee1c50",
          "evidence": "The deck highlights concerns about Evoqua's accounting and financial reporting",
          "position": 0,
          "objective": "Reveal potential accounting issues",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.122795+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        },
        {
          "to": 82,
          "from": 1,
          "loop": {
            "name": "27_cost_of_inaction",
            "slug": "27-cost-of-inaction",
            "status": "active",
            "bestFor": "Urgent budget requests, compliance, risk mitigation",
            "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
            "description": "Quantify what happens if the audience does nothing",
            "familyLabel": null
          },
          "matchId": "2fa1c508-68a2-4a6b-9e65-5ff630e9c720",
          "evidence": "The deck presents a detailed analysis of the risks and consequences of not taking action on Xylem's challenges",
          "position": 1,
          "objective": "Highlight the risks of not taking action",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.166406+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        },
        {
          "to": 77,
          "from": 6,
          "loop": {
            "name": "41_so_what_cascade",
            "slug": "41-so-what-cascade",
            "status": "active",
            "bestFor": "Data presentations, executive summaries, driving to recommendations",
            "canonId": "019dd956-769f-7208-afbc-f28985c6f4fb",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Data -> So What? (Insight 1) -> So What? (Insight 2) -> So What? (The Action)",
            "description": "Chain insights together, each answering 'so what?' until you reach the actionable conclusion",
            "familyLabel": null
          },
          "matchId": "7d351594-e5d5-4f56-831e-33e1f8bcec2d",
          "evidence": "The deck presents a series of logical and connected arguments to support its thesis",
          "position": 2,
          "objective": "Build a logical case for the thesis",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.207918+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 39,
      "type": "tension",
      "title": "The slide uses a red box to highlight the specific line item in the table.",
      "function": "expose_contradiction",
      "rawType": "expose_contradiction",
      "block": null,
      "metadata": {
        "slideType": "expose_contradiction",
        "slideTypeCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df",
          "version": 1,
          "description": null
        },
        "function": "expose_contradiction",
        "functionCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-171f-776f-887c-73edaff4cf9c",
          "version": 1,
          "description": null
        },
        "density": "balanced",
        "densityScore": 44,
        "componentCount": 5,
        "textChars": 866,
        "nDataPoints": 10,
        "notes": "The slide uses a red box to highlight the specific line item in the table.",
        "elementsJson": [
          "headline_text",
          "callout_box",
          "data_table",
          "footnote"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 20:29:41.124+00",
          "seconds": 2.949,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622c-750b-8b99-65deaf51fc65/39",
        "deck": "/decks/019dd923-622c-750b-8b99-65deaf51fc65",
        "deckAnchor": "/decks/019dd923-622c-750b-8b99-65deaf51fc65#slide-39",
        "deckJson": "/decks/019dd923-622c-750b-8b99-65deaf51fc65.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "Spruce Point cannot find any other public company that has ever disclosed a non-cash cloud computing intangible transaction.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:43+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1c8-f3d8e09fb78c",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.12,
            "w": 0.96,
            "x": 0.02,
            "y": 0.18
          },
          "kind": "paragraph",
          "text": "Spruce Point cannot find any other public company that has ever disclosed a non-cash cloud computing intangible transaction. The timing of this transaction ahead of its sale to Xylem, lack of discussion about the transaction, and its recent charge for accounting fraud by the SEC, should make investors incredibly suspicious. Specifically, the last time Evoqua disclosed a cloud computing related intangible transaction was 2017, during the same period the SEC brought fraud charges.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:41.124+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "d2ea582e-8dba-4d78-a436-a3754d44a460",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.5,
            "x": 0.05,
            "y": 0.85
          },
          "kind": "source-note",
          "text": "Source: Evoqua 10-Q. Note: Last time Evoqua disclosed such a transaction was 2017 for $5.5m (2017 10-K)",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:41.124+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "bdb33ff4-80b2-4c19-b9bd-40e22e8bdc6a",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.45,
            "w": 0.9,
            "x": 0.05,
            "y": 0.38
          },
          "kind": "table",
          "text": "Evoqua Water Technologies Corp. Unaudited Supplemental Disclosure of Cash Flow Information",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Table",
              "slug": "table",
              "status": "active",
              "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28",
              "version": 1,
              "description": "Tabular data layout."
            },
            "tool": null,
            "subkind": {
              "name": "Data table",
              "slug": "data",
              "status": "active",
              "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "data",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:41.124+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "6bea8a15-c79d-4b92-bae9-455ed80e39fe",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.65,
            "x": 0.31,
            "y": 0.03
          },
          "kind": "title",
          "text": "Highly Unusual And Questionable Non-Cash Transaction Ahead of Sale",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:41.124+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "22015de4-e178-4eec-bf68-d42c0209c1be",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [
        {
          "matchId": "fb11fdec-6f05-4ecc-8405-6be3976f8dcb",
          "evidence": "The slide explicitly links a specific accounting disclosure to past SEC fraud charges to cast doubt on current management.",
          "framework": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-05-02 20:29:41.124+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 39,
          "frameworkName": "fraud-exposure"
        }
      ],
      "arcBeats": [
        {
          "to": 79,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 9,
          "name": "Expose Contradiction",
          "beatId": "b68955ea-1bea-4271-af69-04b4b38ed3c6",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck presents a series of contradictions and concerns about Xylem's financial reporting, operations, and growth prospects",
          "position": 0,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        },
        {
          "to": 56,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 11,
          "name": "Preempt Rebuttal",
          "beatId": "8beb67eb-29a7-4acc-8013-1400d57c9a45",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck anticipates and addresses potential rebuttals to its thesis",
          "position": 2,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 39,
          "from": 30,
          "loop": {
            "name": "10_iceberg",
            "slug": "10-iceberg",
            "status": "active",
            "bestFor": "Consulting, complex problem solving, organizational change",
            "canonId": "019dd956-69f4-738c-852a-643798da0899",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Symptom (Visible) -> The System (Hidden) -> The Root Cause",
            "description": "Reveal that the visible problem is merely a symptom of a deeper root cause",
            "familyLabel": null
          },
          "matchId": "f0ddc3ae-1054-4796-a478-a38122ee1c50",
          "evidence": "The deck highlights concerns about Evoqua's accounting and financial reporting",
          "position": 0,
          "objective": "Reveal potential accounting issues",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.122795+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        },
        {
          "to": 82,
          "from": 1,
          "loop": {
            "name": "27_cost_of_inaction",
            "slug": "27-cost-of-inaction",
            "status": "active",
            "bestFor": "Urgent budget requests, compliance, risk mitigation",
            "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
            "description": "Quantify what happens if the audience does nothing",
            "familyLabel": null
          },
          "matchId": "2fa1c508-68a2-4a6b-9e65-5ff630e9c720",
          "evidence": "The deck presents a detailed analysis of the risks and consequences of not taking action on Xylem's challenges",
          "position": 1,
          "objective": "Highlight the risks of not taking action",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.166406+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        },
        {
          "to": 77,
          "from": 6,
          "loop": {
            "name": "41_so_what_cascade",
            "slug": "41-so-what-cascade",
            "status": "active",
            "bestFor": "Data presentations, executive summaries, driving to recommendations",
            "canonId": "019dd956-769f-7208-afbc-f28985c6f4fb",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Data -> So What? (Insight 1) -> So What? (Insight 2) -> So What? (The Action)",
            "description": "Chain insights together, each answering 'so what?' until you reach the actionable conclusion",
            "familyLabel": null
          },
          "matchId": "7d351594-e5d5-4f56-831e-33e1f8bcec2d",
          "evidence": "The deck presents a series of logical and connected arguments to support its thesis",
          "position": 2,
          "objective": "Build a logical case for the thesis",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.207918+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 40,
      "type": "tension",
      "title": "Uses color-coded highlighting (yellow for added, red for omitted, green for replaced) to emphasize the changes.",
      "function": "expose_contradiction",
      "rawType": "expose_contradiction",
      "block": null,
      "metadata": {
        "slideType": "expose_contradiction",
        "slideTypeCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df",
          "version": 1,
          "description": null
        },
        "function": "expose_contradiction",
        "functionCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-171f-776f-887c-73edaff4cf9c",
          "version": 1,
          "description": null
        },
        "density": "balanced",
        "densityScore": 45,
        "componentCount": 6,
        "textChars": 886,
        "nDataPoints": 0,
        "notes": "Uses color-coded highlighting (yellow for added, red for omitted, green for replaced) to emphasize the changes.",
        "elementsJson": [
          "headline_text",
          "callout_box",
          "comparison_table"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 20:29:40.759+00",
          "seconds": 2.547,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622c-750b-8b99-65deaf51fc65/40",
        "deck": "/decks/019dd923-622c-750b-8b99-65deaf51fc65",
        "deckAnchor": "/decks/019dd923-622c-750b-8b99-65deaf51fc65#slide-40",
        "deckJson": "/decks/019dd923-622c-750b-8b99-65deaf51fc65.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.07,
            "w": 0.98,
            "x": 0.01,
            "y": 0.17
          },
          "kind": "callout",
          "text": "Spruce Point warns that Evoqua’s final 10-K Annual Report made multiple alarming revisions to its “Growth Opportunities” around margin expansion, cash flow improvements, and capabilities servicing complex contaminants.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": null,
            "subkind": {
              "name": "Primary callout",
              "slug": "primary",
              "status": "active",
              "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:40.759+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "fbb7f5a1-ba93-4886-9f38-ae5bd06dc6ee",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "callout",
          "text": "Spruce Point’s warns that Evoqua’s final 10-K Annual Report made multiple alarming revisions to its “Growth Opportunities” around margin expansion, cash flow improvements, and capabilities servicing complex contaminants.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:43+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1c9-3f7d3da6d37d",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "quote",
          "text": "Although we were able to offset increased material costs through our pricing initiatives during fiscal 2022, inflationary pressures have limited, and may continue to limit, our ability to achieve margin expansion. — Evoqua 2022 10-K",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Quote",
              "slug": "quote",
              "status": "active",
              "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a",
              "version": 1,
              "description": "Pull quote or testimonial."
            },
            "tool": {
              "name": "Authority citation",
              "slug": "authority-citation",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-49ae-7557-89ad-3fca70469b45",
              "version": 1,
              "bodyDocId": null,
              "description": "Quoting an authority figure, study, or precedent to lend weight.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:43+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1c9-439f2dff6032",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.2,
            "x": 0.01,
            "y": 0.94
          },
          "kind": "source-note",
          "text": "Source: Evoqua 2022 and 2021 10-K",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:40.759+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "5620c24f-aac9-49a4-a08f-aba612d17307",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.65,
            "w": 0.98,
            "x": 0.01,
            "y": 0.26
          },
          "kind": "table",
          "text": "Comparison of 2022 vs 2021 Annual Report language regarding margin expansion and expanded capabilities.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Table",
              "slug": "table",
              "status": "active",
              "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28",
              "version": 1,
              "description": "Tabular data layout."
            },
            "tool": null,
            "subkind": {
              "name": "Data table",
              "slug": "data",
              "status": "active",
              "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "data",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:40.759+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "792713da-438b-4b3e-a0bb-b73f83d8cd07",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.65,
            "x": 0.31,
            "y": 0.03
          },
          "kind": "title",
          "text": "Evoqua Weakens Its Discussion of Growth Opportunities Ahead of Its Sale To Xylem",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:40.759+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "0e8cd492-20ff-4149-acb4-6393d2a790ec",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [
        {
          "matchId": "8bdafba3-3a6e-4783-829d-664993fc43b0",
          "evidence": "Highlights specific textual omissions and revisions in regulatory filings to suggest management is downplaying risks or weakening growth narratives.",
          "framework": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-05-02 20:29:40.759+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 40,
          "frameworkName": "fraud-exposure"
        }
      ],
      "arcBeats": [
        {
          "to": 79,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 9,
          "name": "Expose Contradiction",
          "beatId": "b68955ea-1bea-4271-af69-04b4b38ed3c6",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck presents a series of contradictions and concerns about Xylem's financial reporting, operations, and growth prospects",
          "position": 0,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        },
        {
          "to": 56,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 11,
          "name": "Preempt Rebuttal",
          "beatId": "8beb67eb-29a7-4acc-8013-1400d57c9a45",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck anticipates and addresses potential rebuttals to its thesis",
          "position": 2,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 82,
          "from": 1,
          "loop": {
            "name": "27_cost_of_inaction",
            "slug": "27-cost-of-inaction",
            "status": "active",
            "bestFor": "Urgent budget requests, compliance, risk mitigation",
            "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
            "description": "Quantify what happens if the audience does nothing",
            "familyLabel": null
          },
          "matchId": "2fa1c508-68a2-4a6b-9e65-5ff630e9c720",
          "evidence": "The deck presents a detailed analysis of the risks and consequences of not taking action on Xylem's challenges",
          "position": 1,
          "objective": "Highlight the risks of not taking action",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.166406+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        },
        {
          "to": 77,
          "from": 6,
          "loop": {
            "name": "41_so_what_cascade",
            "slug": "41-so-what-cascade",
            "status": "active",
            "bestFor": "Data presentations, executive summaries, driving to recommendations",
            "canonId": "019dd956-769f-7208-afbc-f28985c6f4fb",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Data -> So What? (Insight 1) -> So What? (Insight 2) -> So What? (The Action)",
            "description": "Chain insights together, each answering 'so what?' until you reach the actionable conclusion",
            "familyLabel": null
          },
          "matchId": "7d351594-e5d5-4f56-831e-33e1f8bcec2d",
          "evidence": "The deck presents a series of logical and connected arguments to support its thesis",
          "position": 2,
          "objective": "Build a logical case for the thesis",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.207918+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 41,
      "type": "analysis",
      "title": "Highlights all-time highs in DIO and Raw Material/Finished Good Ratios for both companies.",
      "function": "analyze_data",
      "rawType": "comparison_table",
      "block": null,
      "metadata": {
        "slideType": "comparison_table",
        "slideTypeCanon": {
          "name": "Comparison table",
          "slug": "comparison_table",
          "status": "active",
          "canonId": "019de52d-0a06-73f8-8813-fe022fab1de2",
          "version": 1,
          "description": null
        },
        "function": "analyze_data",
        "functionCanon": {
          "name": "Analyze data",
          "slug": "analyze_data",
          "status": "active",
          "canonId": "019de52d-1590-7413-8c82-cc218cff40b4",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 57,
        "componentCount": 7,
        "textChars": 684,
        "nDataPoints": 40,
        "notes": "Highlights all-time highs in DIO and Raw Material/Finished Good Ratios for both companies.",
        "elementsJson": [
          "headline_text",
          "callout_box",
          "data_table",
          "footnote"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 20:29:43.366+00",
          "seconds": 5.077,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622c-750b-8b99-65deaf51fc65/41",
        "deck": "/decks/019dd923-622c-750b-8b99-65deaf51fc65",
        "deckAnchor": "/decks/019dd923-622c-750b-8b99-65deaf51fc65#slide-41",
        "deckJson": "/decks/019dd923-622c-750b-8b99-65deaf51fc65.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.15,
            "w": 0.12,
            "x": 0.87,
            "y": 0.0065
          },
          "kind": "callout",
          "text": "All-Time Highs For Both Companies",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": null,
            "subkind": {
              "name": "Primary callout",
              "slug": "primary",
              "status": "active",
              "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:43.366+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "4aaf544a-fef4-427f-a876-d9f0aa76bd18",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.06,
            "w": 0.98,
            "x": 0.01,
            "y": 0.00173
          },
          "kind": "callout",
          "text": "Spruce Point believes the evidence of both Xylem and Evoqua's struggles can be seen by carefully evaluating their working capital metrics. Days inventory outstanding (DIO) have increased markedly for both companies.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": null,
            "subkind": {
              "name": "Primary callout",
              "slug": "primary",
              "status": "active",
              "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:43.366+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "fb7dde20-300f-41cf-8e20-41ab1dde625d",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "callout",
          "text": "Spruce Point believes the evidence of both Xylem and Evoqua’s struggles can be seen by carefully evaluating their working capital metrics. Days inventory outstanding (DIO) have increased markedly for both companies.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:43+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1c9-5156e4f8aa93",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "Days Inventory Outstanding: 19.8",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:43+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1c9-57ded59cb228",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.4,
            "x": 0.01,
            "y": 0.0091
          },
          "kind": "source-note",
          "text": "Source: Xylem and Evoqua filings and Spruce Point analysis",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:43.366+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "e148bd6b-2963-4409-8e4f-10d18ce4a5e9",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.6,
            "w": 0.98,
            "x": 0.01,
            "y": 0.0029
          },
          "kind": "table",
          "text": "Xylem and Evoqua's Working Capital table",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Table",
              "slug": "table",
              "status": "active",
              "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28",
              "version": 1,
              "description": "Tabular data layout."
            },
            "tool": null,
            "subkind": {
              "name": "Data table",
              "slug": "data",
              "status": "active",
              "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "data",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:43.366+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "d63929ee-0b70-4134-b194-7713fa59604b",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.65,
            "x": 0.31,
            "y": 0.03
          },
          "kind": "title",
          "text": "Working Capital Metrics And Days Inventory Signal Elevated Stress For Both Xylem And Evoqua",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:43.366+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "b3aa1743-5cfd-4c78-a660-641e33229b39",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "Comparison frame",
            "slug": "comparison-frame",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd9e1-484b-7399-a4fc-d14644b99f93",
            "version": 1,
            "bodyDocId": null,
            "description": "Two or more states/subjects placed side by side to expose a gap.",
            "familyLabel": null,
            "categoryName": null,
            "categorySlug": null
          },
          "agent": null,
          "layer": "slide",
          "agents": null,
          "matchId": "780c1dba-2349-46c2-ac49-6c478b1288c7",
          "evidence": "comparison_table",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 23:05:21.515541+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 41,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": "common",
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "Table data",
            "slug": "table-data",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd9e1-4fab-7168-a82f-b847350a006d",
            "version": 1,
            "bodyDocId": null,
            "description": "Tabular layouts of structured data.",
            "familyLabel": null,
            "categoryName": null,
            "categorySlug": null
          },
          "agent": null,
          "layer": "slide",
          "agents": null,
          "matchId": "17bf7d08-1237-4a10-a88c-f144062d2312",
          "evidence": "table/data: Xylem and Evoqua's Working Capital table",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-07-16 23:05:21.476456+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 41,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": "common",
          "narrativePurpose": null
        }
      ],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 79,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 9,
          "name": "Expose Contradiction",
          "beatId": "b68955ea-1bea-4271-af69-04b4b38ed3c6",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck presents a series of contradictions and concerns about Xylem's financial reporting, operations, and growth prospects",
          "position": 0,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        },
        {
          "to": 56,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 11,
          "name": "Preempt Rebuttal",
          "beatId": "8beb67eb-29a7-4acc-8013-1400d57c9a45",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck anticipates and addresses potential rebuttals to its thesis",
          "position": 2,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 82,
          "from": 1,
          "loop": {
            "name": "27_cost_of_inaction",
            "slug": "27-cost-of-inaction",
            "status": "active",
            "bestFor": "Urgent budget requests, compliance, risk mitigation",
            "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
            "description": "Quantify what happens if the audience does nothing",
            "familyLabel": null
          },
          "matchId": "2fa1c508-68a2-4a6b-9e65-5ff630e9c720",
          "evidence": "The deck presents a detailed analysis of the risks and consequences of not taking action on Xylem's challenges",
          "position": 1,
          "objective": "Highlight the risks of not taking action",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.166406+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        },
        {
          "to": 77,
          "from": 6,
          "loop": {
            "name": "41_so_what_cascade",
            "slug": "41-so-what-cascade",
            "status": "active",
            "bestFor": "Data presentations, executive summaries, driving to recommendations",
            "canonId": "019dd956-769f-7208-afbc-f28985c6f4fb",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Data -> So What? (Insight 1) -> So What? (Insight 2) -> So What? (The Action)",
            "description": "Chain insights together, each answering 'so what?' until you reach the actionable conclusion",
            "familyLabel": null
          },
          "matchId": "7d351594-e5d5-4f56-831e-33e1f8bcec2d",
          "evidence": "The deck presents a series of logical and connected arguments to support its thesis",
          "position": 2,
          "objective": "Build a logical case for the thesis",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.207918+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 42,
      "type": "setup",
      "function": "transition",
      "rawType": "section_divider",
      "block": null,
      "metadata": {
        "slideType": "section_divider",
        "slideTypeCanon": {
          "name": "Section divider",
          "slug": "section_divider",
          "status": "active",
          "canonId": "019de52d-066a-7402-9554-6ae504999041",
          "version": 1,
          "description": null
        },
        "function": "transition",
        "functionCanon": {
          "name": "Transition",
          "slug": "transition",
          "status": "active",
          "canonId": "019de52d-1365-7149-92aa-66df859e75fd",
          "version": 1,
          "description": null
        },
        "density": "sparse",
        "densityScore": 9,
        "componentCount": 3,
        "textChars": 238,
        "nDataPoints": 0,
        "notes": null,
        "elementsJson": [
          "headline_text"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 20:29:43.494+00",
          "seconds": 5.01,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622c-750b-8b99-65deaf51fc65/42",
        "deck": "/decks/019dd923-622c-750b-8b99-65deaf51fc65",
        "deckAnchor": "/decks/019dd923-622c-750b-8b99-65deaf51fc65#slide-42",
        "deckJson": "/decks/019dd923-622c-750b-8b99-65deaf51fc65.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.012,
            "w": 0.537,
            "x": 0.453,
            "y": 0.961
          },
          "kind": "disclaimer",
          "text": "Proprietary and Confidential –May Not Be Distributed or Copied Without Spruce Point Capital Management, LLC Consent",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Disclaimer",
              "slug": "disclaimer",
              "status": "active",
              "canonId": "91173477-d91f-4024-bbaf-d4f93e3f82dc",
              "version": 1,
              "description": "Legal/cautionary text that occupies most of the body of its slide."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:43.494+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "54489736-9a0f-49e2-96f4-337609e7ef2f",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.467,
            "w": 0.202,
            "x": 0.073,
            "y": 0.307
          },
          "kind": "image",
          "text": null,
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Logo",
              "slug": "logo",
              "status": "active",
              "canonId": "019de52c-fdaf-743d-94c4-d7c6a0e55302",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "logo",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:43.494+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "007ee5c8-a9df-4d51-b244-cd83f2d4b3f9",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.243,
            "w": 0.55,
            "x": 0.372,
            "y": 0.378
          },
          "kind": "title",
          "text": "Areas Where We Believe Xylem Is Potentially Misleading Investors About The Evoqua Acquisition And Expectations Are Too High",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:43.494+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "bdfa1bc0-68aa-4b13-a287-70bcad0cfb86",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "Section divider",
            "slug": "section-divider",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd9e1-4c66-707d-8d1f-6e14547134c7",
            "version": 1,
            "bodyDocId": null,
            "description": "A transitional slide marking the start of a new section.",
            "familyLabel": null,
            "categoryName": null,
            "categorySlug": null
          },
          "agent": null,
          "layer": "slide",
          "agents": null,
          "matchId": "c0c47801-4c47-4c36-b424-da94cf8dbaa7",
          "evidence": "section_divider",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-07-16 23:05:21.590104+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 42,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": "common",
          "narrativePurpose": null
        }
      ],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 79,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 9,
          "name": "Expose Contradiction",
          "beatId": "b68955ea-1bea-4271-af69-04b4b38ed3c6",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck presents a series of contradictions and concerns about Xylem's financial reporting, operations, and growth prospects",
          "position": 0,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        },
        {
          "to": 56,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 11,
          "name": "Preempt Rebuttal",
          "beatId": "8beb67eb-29a7-4acc-8013-1400d57c9a45",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck anticipates and addresses potential rebuttals to its thesis",
          "position": 2,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 82,
          "from": 1,
          "loop": {
            "name": "27_cost_of_inaction",
            "slug": "27-cost-of-inaction",
            "status": "active",
            "bestFor": "Urgent budget requests, compliance, risk mitigation",
            "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
            "description": "Quantify what happens if the audience does nothing",
            "familyLabel": null
          },
          "matchId": "2fa1c508-68a2-4a6b-9e65-5ff630e9c720",
          "evidence": "The deck presents a detailed analysis of the risks and consequences of not taking action on Xylem's challenges",
          "position": 1,
          "objective": "Highlight the risks of not taking action",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.166406+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        },
        {
          "to": 77,
          "from": 6,
          "loop": {
            "name": "41_so_what_cascade",
            "slug": "41-so-what-cascade",
            "status": "active",
            "bestFor": "Data presentations, executive summaries, driving to recommendations",
            "canonId": "019dd956-769f-7208-afbc-f28985c6f4fb",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Data -> So What? (Insight 1) -> So What? (Insight 2) -> So What? (The Action)",
            "description": "Chain insights together, each answering 'so what?' until you reach the actionable conclusion",
            "familyLabel": null
          },
          "matchId": "7d351594-e5d5-4f56-831e-33e1f8bcec2d",
          "evidence": "The deck presents a series of logical and connected arguments to support its thesis",
          "position": 2,
          "objective": "Build a logical case for the thesis",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.207918+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 43,
      "type": "tension",
      "title": "The slide uses a classic 'Perception vs. Reality' framework to highlight discrepancies in corporate messaging.",
      "function": "expose_contradiction",
      "rawType": "expose_contradiction",
      "block": null,
      "metadata": {
        "slideType": "expose_contradiction",
        "slideTypeCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df",
          "version": 1,
          "description": null
        },
        "function": "expose_contradiction",
        "functionCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-171f-776f-887c-73edaff4cf9c",
          "version": 1,
          "description": null
        },
        "density": "balanced",
        "densityScore": 27,
        "componentCount": 4,
        "textChars": 515,
        "nDataPoints": 8,
        "notes": "The slide uses a classic 'Perception vs. Reality' framework to highlight discrepancies in corporate messaging.",
        "elementsJson": [
          "headline_text",
          "comparison_table"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 20:29:40.781+00",
          "seconds": 2.172,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622c-750b-8b99-65deaf51fc65/43",
        "deck": "/decks/019dd923-622c-750b-8b99-65deaf51fc65",
        "deckAnchor": "/decks/019dd923-622c-750b-8b99-65deaf51fc65#slide-43",
        "deckJson": "/decks/019dd923-622c-750b-8b99-65deaf51fc65.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "We believe Xylem may have misrepresented revenue dis-synergies by failing to disclose and quantify intercompany sales and competitive product overlap.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:43+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1c9-6b8e3997d508",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "quote",
          "text": "The 22x '23E EBITDA valuation ascribed to Evoqua and 25% share dilution was described as \"crazy expensive\" and \"surprising\" by a former high-level executive.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Quote",
              "slug": "quote",
              "status": "active",
              "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a",
              "version": 1,
              "description": "Pull quote or testimonial."
            },
            "tool": {
              "name": "Authority citation",
              "slug": "authority-citation",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-49ae-7557-89ad-3fca70469b45",
              "version": 1,
              "bodyDocId": null,
              "description": "Quoting an authority figure, study, or precedent to lend weight.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:43+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1c9-6fafd228aa73",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.82,
            "w": 0.96,
            "x": 0.02,
            "y": 0.16
          },
          "kind": "table",
          "text": "Comparison table with columns: Topic, Perception, Spruce Point Reality of Xylem & Evoqua",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Table",
              "slug": "table",
              "status": "active",
              "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28",
              "version": 1,
              "description": "Tabular data layout."
            },
            "tool": null,
            "subkind": {
              "name": "Data table",
              "slug": "data",
              "status": "active",
              "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "data",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:40.781+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "445f93ff-cd68-4db5-b930-ae6413d3f0f0",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.12,
            "w": 0.65,
            "x": 0.32,
            "y": 0.02
          },
          "kind": "title",
          "text": "Summary of Where Spruce Point Disagrees With Key Aspects of The Deal And Believes Xylem Has Potentially Misled Investors",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:40.781+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "26310eab-2c80-421b-9182-b9051163b422",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "Table data",
            "slug": "table-data",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd9e1-4fab-7168-a82f-b847350a006d",
            "version": 1,
            "bodyDocId": null,
            "description": "Tabular layouts of structured data.",
            "familyLabel": null,
            "categoryName": null,
            "categorySlug": null
          },
          "agent": null,
          "layer": "slide",
          "agents": null,
          "matchId": "07f1a032-c741-4cc8-bc78-daaf6ce2fb3a",
          "evidence": "table/data: Comparison table with columns: Topic, Perception, Spruce Point Reality of Xylem & Evoqua",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.8,
          "extraction": {
            "at": "2026-07-16 23:05:21.662174+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 43,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": "common",
          "narrativePurpose": null
        }
      ],
      "frameworks": [
        {
          "matchId": "390133de-4a21-4f8f-8dc4-433adcdf0928",
          "evidence": "The slide explicitly structures content as 'Perception' vs 'Spruce Point Reality'",
          "framework": null,
          "confidence": 1,
          "extraction": {
            "at": "2026-05-02 20:29:40.781+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 43,
          "frameworkName": "Perception vs Reality"
        }
      ],
      "arcBeats": [
        {
          "to": 79,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 9,
          "name": "Expose Contradiction",
          "beatId": "b68955ea-1bea-4271-af69-04b4b38ed3c6",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck presents a series of contradictions and concerns about Xylem's financial reporting, operations, and growth prospects",
          "position": 0,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        },
        {
          "to": 56,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 11,
          "name": "Preempt Rebuttal",
          "beatId": "8beb67eb-29a7-4acc-8013-1400d57c9a45",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck anticipates and addresses potential rebuttals to its thesis",
          "position": 2,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 82,
          "from": 1,
          "loop": {
            "name": "27_cost_of_inaction",
            "slug": "27-cost-of-inaction",
            "status": "active",
            "bestFor": "Urgent budget requests, compliance, risk mitigation",
            "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
            "description": "Quantify what happens if the audience does nothing",
            "familyLabel": null
          },
          "matchId": "2fa1c508-68a2-4a6b-9e65-5ff630e9c720",
          "evidence": "The deck presents a detailed analysis of the risks and consequences of not taking action on Xylem's challenges",
          "position": 1,
          "objective": "Highlight the risks of not taking action",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.166406+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        },
        {
          "to": 77,
          "from": 6,
          "loop": {
            "name": "41_so_what_cascade",
            "slug": "41-so-what-cascade",
            "status": "active",
            "bestFor": "Data presentations, executive summaries, driving to recommendations",
            "canonId": "019dd956-769f-7208-afbc-f28985c6f4fb",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Data -> So What? (Insight 1) -> So What? (Insight 2) -> So What? (The Action)",
            "description": "Chain insights together, each answering 'so what?' until you reach the actionable conclusion",
            "familyLabel": null
          },
          "matchId": "7d351594-e5d5-4f56-831e-33e1f8bcec2d",
          "evidence": "The deck presents a series of logical and connected arguments to support its thesis",
          "position": 2,
          "objective": "Build a logical case for the thesis",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.207918+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 44,
      "type": "tension",
      "title": "Uses a table format to contrast background context with specific critical interview responses.",
      "function": "expose_contradiction",
      "rawType": "expose_contradiction",
      "block": null,
      "metadata": {
        "slideType": "expose_contradiction",
        "slideTypeCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df",
          "version": 1,
          "description": null
        },
        "function": "expose_contradiction",
        "functionCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-171f-776f-887c-73edaff4cf9c",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 62,
        "componentCount": 6,
        "textChars": 1840,
        "nDataPoints": 4,
        "notes": "Uses a table format to contrast background context with specific critical interview responses.",
        "elementsJson": [
          "headline_text",
          "paragraph",
          "comparison_table",
          "footnote"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 20:29:44.202+00",
          "seconds": 5.573,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622c-750b-8b99-65deaf51fc65/44",
        "deck": "/decks/019dd923-622c-750b-8b99-65deaf51fc65",
        "deckAnchor": "/decks/019dd923-622c-750b-8b99-65deaf51fc65#slide-44",
        "deckJson": "/decks/019dd923-622c-750b-8b99-65deaf51fc65.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "Both executives agreed that Xylem overpaid and one believed Xylem needed even more cost synergies to make the deal work and that revenue synergies were not going to happen.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:46+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1cb-2c479eb6005d",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.09,
            "w": 0.91,
            "x": 0.05,
            "y": 0.16
          },
          "kind": "paragraph",
          "text": "The merger background illustrates that Xylem wanted to acquire Evoqua since 2017. We interviewed two former senior executives with executive management and Board insights for their opinions. Both executives agreed that Xylem overpaid and one believed Xylem needed even more cost synergies to make the deal work and that revenue synergies were not going to happen.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:44.202+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "24c7e716-a068-47f1-a84a-2aaffccc6719",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "quote",
          "text": "27x EBITDA, 22x on an adjusted basis, and 17x with $140m of synergies, that is crazy expensive and that actually surprised me. We prided ourselves on being disciplined. If you looked across water deals, that's a stand-out. In a league of its own. It's all stock, dilutive, and won't be accretive for at least a year and half. There's a scarcity and ESG argument for it. — Fmr. Xylem Executive (1); I have mixed feelings. They certainly overpaid, but that's what it took to get it done. Patrick needed something transformational. He's not operational. He wants to take big swings and this was the only sizeable asset. My challenge with the deal that this is not a revenue synergy deal. This is a roll-up your sleeves and rip out costs, mess with channels. They have to get $200m of costs out in my opinion, or I would be disappointed as a shareholder. Its hard work to pull out $200m. I really think they need to do $200m not $140m. The revenue synergies aren't going to happen. Mark them at zero, there's a little, not much. — Fmr. Xylem Executive (2)",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Quote",
              "slug": "quote",
              "status": "active",
              "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a",
              "version": 1,
              "description": "Pull quote or testimonial."
            },
            "tool": {
              "name": "Authority citation",
              "slug": "authority-citation",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-49ae-7557-89ad-3fca70469b45",
              "version": 1,
              "bodyDocId": null,
              "description": "Quoting an authority figure, study, or precedent to lend weight.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:46+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1cb-33c853551de2",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.3,
            "x": 0.05,
            "y": 0.97
          },
          "kind": "source-note",
          "text": "Source: Proxy Statement and Spruce Point interviews",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:44.202+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "5d829d51-bb34-4b4a-94bc-5fc82c4eac63",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.63,
            "w": 0.91,
            "x": 0.05,
            "y": 0.3
          },
          "kind": "table",
          "text": "Background To The Merger From Proxy; Spruce Point Question; Fmr. Xylem Executive Response (1); Fmr. Xylem Executive Response (2)",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Table",
              "slug": "table",
              "status": "active",
              "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28",
              "version": 1,
              "description": "Tabular data layout."
            },
            "tool": null,
            "subkind": {
              "name": "Data table",
              "slug": "data",
              "status": "active",
              "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "data",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:44.202+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "89aa2394-b261-42ed-93da-fd80f88c85b6",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.07,
            "w": 0.65,
            "x": 0.31,
            "y": 0.03
          },
          "kind": "title",
          "text": "Two Former Xylem Executives Reacted Negatively To The Deal When Interviewed",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:44.202+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "cc0c7407-fdeb-4e07-b348-177e294ee119",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "Table data",
            "slug": "table-data",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd9e1-4fab-7168-a82f-b847350a006d",
            "version": 1,
            "bodyDocId": null,
            "description": "Tabular layouts of structured data.",
            "familyLabel": null,
            "categoryName": null,
            "categorySlug": null
          },
          "agent": null,
          "layer": "slide",
          "agents": null,
          "matchId": "cea5e350-1bb7-423c-bf66-614966c79876",
          "evidence": "table/data: Background To The Merger From Proxy; Spruce Point Question; Fmr. Xylem Executive Response (1); Fmr. Xylem Executive Response (2)",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.8,
          "extraction": {
            "at": "2026-07-16 23:05:21.733839+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 44,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": "common",
          "narrativePurpose": null
        }
      ],
      "frameworks": [
        {
          "matchId": "c886c1d0-70b5-4d3f-81a0-14a2a137cd4b",
          "evidence": "Uses executive interviews to contradict the strategic rationale of the merger.",
          "framework": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-05-02 20:29:44.202+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 44,
          "frameworkName": "ceo-quote-contradiction"
        }
      ],
      "arcBeats": [
        {
          "to": 79,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 9,
          "name": "Expose Contradiction",
          "beatId": "b68955ea-1bea-4271-af69-04b4b38ed3c6",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck presents a series of contradictions and concerns about Xylem's financial reporting, operations, and growth prospects",
          "position": 0,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        },
        {
          "to": 56,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 11,
          "name": "Preempt Rebuttal",
          "beatId": "8beb67eb-29a7-4acc-8013-1400d57c9a45",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck anticipates and addresses potential rebuttals to its thesis",
          "position": 2,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 82,
          "from": 1,
          "loop": {
            "name": "27_cost_of_inaction",
            "slug": "27-cost-of-inaction",
            "status": "active",
            "bestFor": "Urgent budget requests, compliance, risk mitigation",
            "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
            "description": "Quantify what happens if the audience does nothing",
            "familyLabel": null
          },
          "matchId": "2fa1c508-68a2-4a6b-9e65-5ff630e9c720",
          "evidence": "The deck presents a detailed analysis of the risks and consequences of not taking action on Xylem's challenges",
          "position": 1,
          "objective": "Highlight the risks of not taking action",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.166406+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        },
        {
          "to": 77,
          "from": 6,
          "loop": {
            "name": "41_so_what_cascade",
            "slug": "41-so-what-cascade",
            "status": "active",
            "bestFor": "Data presentations, executive summaries, driving to recommendations",
            "canonId": "019dd956-769f-7208-afbc-f28985c6f4fb",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Data -> So What? (Insight 1) -> So What? (Insight 2) -> So What? (The Action)",
            "description": "Chain insights together, each answering 'so what?' until you reach the actionable conclusion",
            "familyLabel": null
          },
          "matchId": "7d351594-e5d5-4f56-831e-33e1f8bcec2d",
          "evidence": "The deck presents a series of logical and connected arguments to support its thesis",
          "position": 2,
          "objective": "Build a logical case for the thesis",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.207918+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 45,
      "type": "tension",
      "title": "Uses a 'red arrow' visual to highlight the contradiction between the company's growth claims and the actual margin performance.",
      "function": "expose_contradiction",
      "rawType": "expose_contradiction",
      "block": null,
      "metadata": {
        "slideType": "expose_contradiction",
        "slideTypeCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df",
          "version": 1,
          "description": null
        },
        "function": "expose_contradiction",
        "functionCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-171f-776f-887c-73edaff4cf9c",
          "version": 1,
          "description": null
        },
        "density": "overcrowded",
        "densityScore": 83,
        "componentCount": 10,
        "textChars": 1098,
        "nDataPoints": 8,
        "notes": "Uses a 'red arrow' visual to highlight the contradiction between the company's growth claims and the actual margin performance.",
        "elementsJson": [
          "headline_text",
          "callout_box",
          "data_table",
          "screenshot",
          "footnote"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 20:29:42.045+00",
          "seconds": 3.341,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622c-750b-8b99-65deaf51fc65/45",
        "deck": "/decks/019dd923-622c-750b-8b99-65deaf51fc65",
        "deckAnchor": "/decks/019dd923-622c-750b-8b99-65deaf51fc65#slide-45",
        "deckJson": "/decks/019dd923-622c-750b-8b99-65deaf51fc65.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "According to a former high level Xylem executive we interviewed, digital sales are dilutive to margins. Yet, Xylem’s CFO suggested recently that a higher digital mix would bring higher margins.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:44+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1c9-bad97445761d",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.31,
            "w": 0.32,
            "x": 0.02,
            "y": 0.64
          },
          "kind": "chart",
          "text": "Backlog ($B) 2016-2021",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Chart",
              "slug": "chart",
              "status": "active",
              "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8",
              "version": 1,
              "description": "Quantitative chart."
            },
            "tool": null,
            "subkind": {
              "name": "Vertical bar chart",
              "slug": "bar-vertical",
              "status": "active",
              "canonId": "019de52c-fe9d-70f2-b3b7-a9ae294f5917",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bar-vertical",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:42.045+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "fd416439-0e0e-4dd4-89e8-a875b8c03a9c",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "Adj. EBITDA Margin: 16.3%",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:44+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1c9-c0f6f911500e",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.06,
            "w": 0.96,
            "x": 0.02,
            "y": 0.17
          },
          "kind": "paragraph",
          "text": "According to a former high level Xylem executive we interviewed, digital sales are dilutive to margins. Yet, Xylem's CFO suggested recently that a higher digital mix would bring higher margins.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:42.045+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "a0c8e4bd-3a73-477e-9797-ec29905c6c84",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "quote",
          "text": "CFO Rowland: \"We're also excited as we continue to lean in and drive a conversion of our revenue portfolio towards digital, that roughly 50% of this backlog is higher-margin digital business.\" — Investor Day Sept 2021; CFO Rowland: \"And then, of course, our backlog has a higher digital mix. And so that will naturally bring with it some higher margins.\" — Q3'22 Earnings Nov 2022",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Quote",
              "slug": "quote",
              "status": "active",
              "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a",
              "version": 1,
              "description": "Pull quote or testimonial."
            },
            "tool": {
              "name": "Authority citation",
              "slug": "authority-citation",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-49ae-7557-89ad-3fca70469b45",
              "version": 1,
              "bodyDocId": null,
              "description": "Quoting an authority figure, study, or precedent to lend weight.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:44+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1c9-bcefae842ad4",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.2,
            "x": 0.54,
            "y": 0.97
          },
          "kind": "source-note",
          "text": "Source: Xylem Financial Results",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:42.045+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "4654f233-4e07-446a-a132-b59fdd9aed30",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.4,
            "x": 0.02,
            "y": 0.97
          },
          "kind": "source-note",
          "text": "Source: 2021 Investor Day Presentation, Spruce Point Red Emphasis",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:42.045+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "e7459223-4323-46c1-90da-18bfa6e83611",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.33,
            "w": 0.96,
            "x": 0.02,
            "y": 0.26
          },
          "kind": "table",
          "text": "Statements On Digital Backlog And Margin",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Table",
              "slug": "table",
              "status": "active",
              "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28",
              "version": 1,
              "description": "Tabular data layout."
            },
            "tool": null,
            "subkind": {
              "name": "Data table",
              "slug": "data",
              "status": "active",
              "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "data",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:42.045+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "23a47a85-43fb-47eb-af2d-e7dd4924b8ae",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.31,
            "w": 0.44,
            "x": 0.54,
            "y": 0.64
          },
          "kind": "table",
          "text": "Xylem Consolidated Margins 2021-Q1 2023",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Table",
              "slug": "table",
              "status": "active",
              "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28",
              "version": 1,
              "description": "Tabular data layout."
            },
            "tool": null,
            "subkind": {
              "name": "Data table",
              "slug": "data",
              "status": "active",
              "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "data",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:42.045+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "6a07783f-dd2f-4004-9142-cf90289bc25f",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.12,
            "w": 0.65,
            "x": 0.31,
            "y": 0.03
          },
          "kind": "title",
          "text": "Has Xylem Been Inappropriately Been Hyping The Likelihood That Digital Backlog Will Convert To Higher Margins?",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:42.045+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "3062546c-f545-42d9-8e36-5fde52b0e9db",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "Table data",
            "slug": "table-data",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd9e1-4fab-7168-a82f-b847350a006d",
            "version": 1,
            "bodyDocId": null,
            "description": "Tabular layouts of structured data.",
            "familyLabel": null,
            "categoryName": null,
            "categorySlug": null
          },
          "agent": null,
          "layer": "slide",
          "agents": null,
          "matchId": "fa9da2a0-a6d1-410b-9e61-7d58ab4c8b5a",
          "evidence": "table/data: Statements On Digital Backlog And Margin",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.8,
          "extraction": {
            "at": "2026-07-16 23:05:21.806083+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 45,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": "common",
          "narrativePurpose": null
        }
      ],
      "frameworks": [
        {
          "matchId": "515ac248-4d16-4c81-acc0-fadf10a4efac",
          "evidence": "Contrasts management quotes with internal executive testimony and financial data.",
          "framework": null,
          "confidence": 1,
          "extraction": {
            "at": "2026-05-02 20:29:42.045+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 45,
          "frameworkName": "ceo-quote-contradiction"
        }
      ],
      "arcBeats": [
        {
          "to": 79,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 9,
          "name": "Expose Contradiction",
          "beatId": "b68955ea-1bea-4271-af69-04b4b38ed3c6",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck presents a series of contradictions and concerns about Xylem's financial reporting, operations, and growth prospects",
          "position": 0,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        },
        {
          "to": 56,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 11,
          "name": "Preempt Rebuttal",
          "beatId": "8beb67eb-29a7-4acc-8013-1400d57c9a45",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck anticipates and addresses potential rebuttals to its thesis",
          "position": 2,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 82,
          "from": 1,
          "loop": {
            "name": "27_cost_of_inaction",
            "slug": "27-cost-of-inaction",
            "status": "active",
            "bestFor": "Urgent budget requests, compliance, risk mitigation",
            "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
            "description": "Quantify what happens if the audience does nothing",
            "familyLabel": null
          },
          "matchId": "2fa1c508-68a2-4a6b-9e65-5ff630e9c720",
          "evidence": "The deck presents a detailed analysis of the risks and consequences of not taking action on Xylem's challenges",
          "position": 1,
          "objective": "Highlight the risks of not taking action",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.166406+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        },
        {
          "to": 77,
          "from": 6,
          "loop": {
            "name": "41_so_what_cascade",
            "slug": "41-so-what-cascade",
            "status": "active",
            "bestFor": "Data presentations, executive summaries, driving to recommendations",
            "canonId": "019dd956-769f-7208-afbc-f28985c6f4fb",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Data -> So What? (Insight 1) -> So What? (Insight 2) -> So What? (The Action)",
            "description": "Chain insights together, each answering 'so what?' until you reach the actionable conclusion",
            "familyLabel": null
          },
          "matchId": "7d351594-e5d5-4f56-831e-33e1f8bcec2d",
          "evidence": "The deck presents a series of logical and connected arguments to support its thesis",
          "position": 2,
          "objective": "Build a logical case for the thesis",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.207918+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 46,
      "type": "tension",
      "title": "Uses a 'Quote on Operating Leverage' section to set up the contradiction, followed by a data table to prove the point.",
      "function": "expose_contradiction",
      "rawType": "expose_contradiction",
      "block": null,
      "metadata": {
        "slideType": "expose_contradiction",
        "slideTypeCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df",
          "version": 1,
          "description": null
        },
        "function": "expose_contradiction",
        "functionCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-171f-776f-887c-73edaff4cf9c",
          "version": 1,
          "description": null
        },
        "density": "overcrowded",
        "densityScore": 77,
        "componentCount": 8,
        "textChars": 1214,
        "nDataPoints": 30,
        "notes": "Uses a 'Quote on Operating Leverage' section to set up the contradiction, followed by a data table to prove the point.",
        "elementsJson": [
          "headline_text",
          "paragraph",
          "comparison_table",
          "footnote"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 20:29:42.309+00",
          "seconds": 3.414,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622c-750b-8b99-65deaf51fc65/46",
        "deck": "/decks/019dd923-622c-750b-8b99-65deaf51fc65",
        "deckAnchor": "/decks/019dd923-622c-750b-8b99-65deaf51fc65#slide-46",
        "deckJson": "/decks/019dd923-622c-750b-8b99-65deaf51fc65.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "Spruce Point believes that Xylem’s talk of margin expansion and operating leverage is a mirage that has not succeeded.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:44+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1c9-7dd7af142b26",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "Adj. EBITDA / Employee: $52,809",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:44+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1c9-869ea5eb9664",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.115,
            "w": 0.966,
            "x": 0.017,
            "y": 0.165
          },
          "kind": "paragraph",
          "text": "Spruce Point believes that Xylem’s talk of margin expansion and operating leverage is a mirage that has not succeeded. When we asked a former senior level executive why Xylem was challenged, we learned that its digital business was human capital intensive and was not accretive. These challenges can be further illuminated by analyzing Xylem’s revenue and Adjusted EBITDA per employee. Both metrics have declined post-COVID-19 in the same period it has recorded $475m of restructuring and special charges.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:42.309+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "676a858f-3ef6-451f-bce0-7cb0356cbb08",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "quote",
          "text": "We have true opportunity for margin expansion through operating leverage, driving commercial and operational excellence and continuing to shift our portfolio towards digital solutions. — CFO Roland, Investor/Analyst Day Sept 30, 2021; The reality is Xylem’s digital sales are actually dilutive, not accretive. — Former Xylem Executive Response",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Quote",
              "slug": "quote",
              "status": "active",
              "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a",
              "version": 1,
              "description": "Pull quote or testimonial."
            },
            "tool": {
              "name": "Authority citation",
              "slug": "authority-citation",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-49ae-7557-89ad-3fca70469b45",
              "version": 1,
              "bodyDocId": null,
              "description": "Quoting an authority figure, study, or precedent to lend weight.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:44+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1c9-82c82c4f25ea",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.48,
            "x": 0.017,
            "y": 0.97
          },
          "kind": "source-note",
          "text": "Source: Xylem Financials and Spruce Point analysis and research interview",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:42.309+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "ed0767e8-07cf-4fa3-b5e6-43df88968438",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.28,
            "w": 0.966,
            "x": 0.017,
            "y": 0.655
          },
          "kind": "table",
          "text": "Xylem's Productivity As Measured As Revenue and Adjusted EBITDA Per Employee table",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Table",
              "slug": "table",
              "status": "active",
              "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28",
              "version": 1,
              "description": "Tabular data layout."
            },
            "tool": null,
            "subkind": {
              "name": "Data table",
              "slug": "data",
              "status": "active",
              "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "data",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:42.309+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "09b626f3-80d6-458c-8c41-a847c55fad2a",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.28,
            "w": 0.966,
            "x": 0.017,
            "y": 0.32
          },
          "kind": "table",
          "text": "Quote on Operating Leverage table",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Table",
              "slug": "table",
              "status": "active",
              "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28",
              "version": 1,
              "description": "Tabular data layout."
            },
            "tool": null,
            "subkind": {
              "name": "Data table",
              "slug": "data",
              "status": "active",
              "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "data",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:42.309+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "52694320-95c6-400c-a5fa-b709dd6ac44f",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.045,
            "w": 0.365,
            "x": 0.318,
            "y": 0.045
          },
          "kind": "title",
          "text": "Scaling Is Failing In Digital",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:42.309+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "58eb02c0-f975-44fd-ba39-a013d92bbebf",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "Table data",
            "slug": "table-data",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd9e1-4fab-7168-a82f-b847350a006d",
            "version": 1,
            "bodyDocId": null,
            "description": "Tabular layouts of structured data.",
            "familyLabel": null,
            "categoryName": null,
            "categorySlug": null
          },
          "agent": null,
          "layer": "slide",
          "agents": null,
          "matchId": "1c34bab6-5d8d-4ffa-9384-676d7c53f94b",
          "evidence": "table/data: Xylem's Productivity As Measured As Revenue and Adjusted EBITDA Per Employee table",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.8,
          "extraction": {
            "at": "2026-07-16 23:05:21.881509+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 46,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": "common",
          "narrativePurpose": null
        }
      ],
      "frameworks": [
        {
          "matchId": "0af10092-5ac9-4525-8232-9d5d6558873f",
          "evidence": "Contrasts management quote with internal executive feedback and data.",
          "framework": null,
          "confidence": 1,
          "extraction": {
            "at": "2026-05-02 20:29:42.309+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 46,
          "frameworkName": "ceo-quote-contradiction"
        }
      ],
      "arcBeats": [
        {
          "to": 79,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 9,
          "name": "Expose Contradiction",
          "beatId": "b68955ea-1bea-4271-af69-04b4b38ed3c6",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck presents a series of contradictions and concerns about Xylem's financial reporting, operations, and growth prospects",
          "position": 0,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        },
        {
          "to": 56,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 11,
          "name": "Preempt Rebuttal",
          "beatId": "8beb67eb-29a7-4acc-8013-1400d57c9a45",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck anticipates and addresses potential rebuttals to its thesis",
          "position": 2,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 82,
          "from": 1,
          "loop": {
            "name": "27_cost_of_inaction",
            "slug": "27-cost-of-inaction",
            "status": "active",
            "bestFor": "Urgent budget requests, compliance, risk mitigation",
            "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
            "description": "Quantify what happens if the audience does nothing",
            "familyLabel": null
          },
          "matchId": "2fa1c508-68a2-4a6b-9e65-5ff630e9c720",
          "evidence": "The deck presents a detailed analysis of the risks and consequences of not taking action on Xylem's challenges",
          "position": 1,
          "objective": "Highlight the risks of not taking action",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.166406+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        },
        {
          "to": 77,
          "from": 6,
          "loop": {
            "name": "41_so_what_cascade",
            "slug": "41-so-what-cascade",
            "status": "active",
            "bestFor": "Data presentations, executive summaries, driving to recommendations",
            "canonId": "019dd956-769f-7208-afbc-f28985c6f4fb",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Data -> So What? (Insight 1) -> So What? (Insight 2) -> So What? (The Action)",
            "description": "Chain insights together, each answering 'so what?' until you reach the actionable conclusion",
            "familyLabel": null
          },
          "matchId": "7d351594-e5d5-4f56-831e-33e1f8bcec2d",
          "evidence": "The deck presents a series of logical and connected arguments to support its thesis",
          "position": 2,
          "objective": "Build a logical case for the thesis",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.207918+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 47,
      "type": "tension",
      "title": "Uses a 'before-after' or 'contradiction' structure to highlight the gap between management narrative and operational reality.",
      "function": "expose_contradiction",
      "rawType": "expose_contradiction",
      "block": null,
      "metadata": {
        "slideType": "expose_contradiction",
        "slideTypeCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df",
          "version": 1,
          "description": null
        },
        "function": "expose_contradiction",
        "functionCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-171f-776f-887c-73edaff4cf9c",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 69,
        "componentCount": 7,
        "textChars": 1440,
        "nDataPoints": 6,
        "notes": "Uses a 'before-after' or 'contradiction' structure to highlight the gap between management narrative and operational reality.",
        "elementsJson": [
          "headline_text",
          "callout_box",
          "data_table"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 20:29:42.092+00",
          "seconds": 3.188,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622c-750b-8b99-65deaf51fc65/47",
        "deck": "/decks/019dd923-622c-750b-8b99-65deaf51fc65",
        "deckAnchor": "/decks/019dd923-622c-750b-8b99-65deaf51fc65#slide-47",
        "deckJson": "/decks/019dd923-622c-750b-8b99-65deaf51fc65.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.08,
            "w": 0.96,
            "x": 0.02,
            "y": 0.17
          },
          "kind": "callout",
          "text": "Another former senior Xylem executive warned to be careful of the digital story. We learned that Pure Technologies does not make money and has no path to profitability. Yet, Xylem has only impaired 22% of the goodwill accounted for from the transaction. At the time, Xylem claimed Pure had 16% Adjusted EBITDA margins.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": null,
            "subkind": {
              "name": "Primary callout",
              "slug": "primary",
              "status": "active",
              "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:42.092+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "35d9c239-a0db-4762-9398-24e94365354c",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "callout",
          "text": "Another former senior Xylem executive warned to be careful of the digital story. We learned that Pure Technologies does not make money and has no path to profitability.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:45+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1ca-9cb02ad61a8f",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "quote",
          "text": "\"I think you have to be careful with the digital story. All digital business are not created equal... That's $300-$400m million of revenue that doesn't make money and I don't see how it will in the current model.\" — Former Xylem Executive",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Quote",
              "slug": "quote",
              "status": "active",
              "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a",
              "version": 1,
              "description": "Pull quote or testimonial."
            },
            "tool": {
              "name": "Authority citation",
              "slug": "authority-citation",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-49ae-7557-89ad-3fca70469b45",
              "version": 1,
              "bodyDocId": null,
              "description": "Quoting an authority figure, study, or precedent to lend weight.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:45+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1ca-a26b4a1f50bc",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.45,
            "x": 0.02,
            "y": 0.96
          },
          "kind": "source-note",
          "text": "Source: Pure deal announcement, Xylem 2018 10-K, Spruce Point Interview",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:42.092+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "2876e07e-7781-4643-af61-e1eff4d613ba",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.22,
            "w": 0.96,
            "x": 0.02,
            "y": 0.29
          },
          "kind": "table",
          "text": "Spruce Point Question: \"Can you comment on Xylem's digital sales backlog and if the margins are higher and scalable?\" Former Xylem Executive Response: \"I think you have to be careful with the digital story... That's $300-$400m million of revenue that doesn't make money...\"",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Table",
              "slug": "table",
              "status": "active",
              "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28",
              "version": 1,
              "description": "Tabular data layout."
            },
            "tool": null,
            "subkind": {
              "name": "Data table",
              "slug": "data",
              "status": "active",
              "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "data",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:42.092+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "1956815d-6a74-429e-b428-888ac479886f",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.33,
            "w": 0.96,
            "x": 0.02,
            "y": 0.59
          },
          "kind": "table",
          "text": "Pure Deal Announcement Shows High EBITDA Margins: \"Pure Technologies reported consolidated revenue of CAD $126 million...\" Goodwill For \"Synergies + Scale\": \"{$261m of} Goodwill arising...\" Only $58m of Goodwill Impaired: \"For example, in 2020 we recorded goodwill impairment charges $58 million...\"",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Table",
              "slug": "table",
              "status": "active",
              "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28",
              "version": 1,
              "description": "Tabular data layout."
            },
            "tool": null,
            "subkind": {
              "name": "Data table",
              "slug": "data",
              "status": "active",
              "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "data",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:42.092+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "987d1f4b-e9c2-4a9a-af9f-70018eb31295",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.65,
            "x": 0.31,
            "y": 0.03
          },
          "kind": "title",
          "text": "\"Be Careful with the Digital Story\" According To Another Former Executive",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:42.092+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "28db5d19-1322-4a8e-9f02-b66973d5d741",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "Table data",
            "slug": "table-data",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd9e1-4fab-7168-a82f-b847350a006d",
            "version": 1,
            "bodyDocId": null,
            "description": "Tabular layouts of structured data.",
            "familyLabel": null,
            "categoryName": null,
            "categorySlug": null
          },
          "agent": null,
          "layer": "slide",
          "agents": null,
          "matchId": "ed9c73b5-e565-40e8-b55d-020feb49db7a",
          "evidence": "table/data: Pure Deal Announcement Shows High EBITDA Margins: \"Pure Technologies reported consolidated revenue of CAD $126 million...\" ",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.8,
          "extraction": {
            "at": "2026-07-16 23:05:21.956794+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 47,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": "common",
          "narrativePurpose": null
        }
      ],
      "frameworks": [
        {
          "matchId": "5903dceb-34b1-4771-af77-f641827da259",
          "evidence": "Contrasts executive warning with company financial disclosures.",
          "framework": null,
          "confidence": 0.95,
          "extraction": {
            "at": "2026-05-02 20:29:42.092+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 47,
          "frameworkName": "expose_contradiction"
        }
      ],
      "arcBeats": [
        {
          "to": 79,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 9,
          "name": "Expose Contradiction",
          "beatId": "b68955ea-1bea-4271-af69-04b4b38ed3c6",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck presents a series of contradictions and concerns about Xylem's financial reporting, operations, and growth prospects",
          "position": 0,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        },
        {
          "to": 56,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 11,
          "name": "Preempt Rebuttal",
          "beatId": "8beb67eb-29a7-4acc-8013-1400d57c9a45",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck anticipates and addresses potential rebuttals to its thesis",
          "position": 2,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 82,
          "from": 1,
          "loop": {
            "name": "27_cost_of_inaction",
            "slug": "27-cost-of-inaction",
            "status": "active",
            "bestFor": "Urgent budget requests, compliance, risk mitigation",
            "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
            "description": "Quantify what happens if the audience does nothing",
            "familyLabel": null
          },
          "matchId": "2fa1c508-68a2-4a6b-9e65-5ff630e9c720",
          "evidence": "The deck presents a detailed analysis of the risks and consequences of not taking action on Xylem's challenges",
          "position": 1,
          "objective": "Highlight the risks of not taking action",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.166406+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        },
        {
          "to": 77,
          "from": 6,
          "loop": {
            "name": "41_so_what_cascade",
            "slug": "41-so-what-cascade",
            "status": "active",
            "bestFor": "Data presentations, executive summaries, driving to recommendations",
            "canonId": "019dd956-769f-7208-afbc-f28985c6f4fb",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Data -> So What? (Insight 1) -> So What? (Insight 2) -> So What? (The Action)",
            "description": "Chain insights together, each answering 'so what?' until you reach the actionable conclusion",
            "familyLabel": null
          },
          "matchId": "7d351594-e5d5-4f56-831e-33e1f8bcec2d",
          "evidence": "The deck presents a series of logical and connected arguments to support its thesis",
          "position": 2,
          "objective": "Build a logical case for the thesis",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.207918+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 48,
      "type": "setup",
      "title": "The slide uses a table to contrast historical performance with aggressive future margin targets, specifically highlighting the 17.4% to 19.5% jump.",
      "function": "preempt_rebuttal",
      "rawType": "preempt_rebuttal",
      "block": null,
      "metadata": {
        "slideType": "preempt_rebuttal",
        "slideTypeCanon": {
          "name": "Preempt rebuttal",
          "slug": "preempt_rebuttal",
          "status": "active",
          "canonId": "019de52d-1225-7368-af32-6381fddabdb3",
          "version": 1,
          "description": null
        },
        "function": "preempt_rebuttal",
        "functionCanon": {
          "name": "Preempt rebuttal",
          "slug": "preempt_rebuttal",
          "status": "active",
          "canonId": "019de52d-18ab-7479-9a7e-820a2f03586a",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 53,
        "componentCount": 6,
        "textChars": 890,
        "nDataPoints": 18,
        "notes": "The slide uses a table to contrast historical performance with aggressive future margin targets, specifically highlighting the 17.4% to 19.5% jump.",
        "elementsJson": [
          "headline_text",
          "paragraph",
          "kpi_table",
          "callout_box",
          "footnote"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 20:29:42.383+00",
          "seconds": 3.469,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622c-750b-8b99-65deaf51fc65/48",
        "deck": "/decks/019dd923-622c-750b-8b99-65deaf51fc65",
        "deckAnchor": "/decks/019dd923-622c-750b-8b99-65deaf51fc65#slide-48",
        "deckJson": "/decks/019dd923-622c-750b-8b99-65deaf51fc65.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.12,
            "w": 0.3,
            "x": 0.67,
            "y": 0.81
          },
          "kind": "callout",
          "text": "Aggressive margin expansion expectations even assuming $140m of cost synergies realized in 3 years",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": null,
            "subkind": {
              "name": "Primary callout",
              "slug": "primary",
              "status": "active",
              "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:42.383+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "949eedec-c566-442a-8617-4d27c0a71e0c",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "EBITDA margin: 19.5%",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:44+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1c9-df1c02e772cc",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.12,
            "w": 0.94,
            "x": 0.03,
            "y": 0.18
          },
          "kind": "paragraph",
          "text": "Spruce Point fails to understand why the market expects rapid EBITDA margin improvement. On a standalone basis, Xylem projected 17.5% - 18.0% Adj. EBITDA margin for 2023, but Q1'23 came in at an abysmal 16.3%. Evoqua's Adj. EBITDA margin for the six months ended March 31st was 17.6%. With incremental costs to obtain synergies factored in, and record days inventory on hand at Xylem and Evoqua, we believe it is a stretch to assume that Adj. EBITDA margins will rapidly improve post acquisition.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:42.383+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "6b03dbc1-f3d0-4556-b5a7-9a883df72db0",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.6,
            "x": 0.03,
            "y": 0.85
          },
          "kind": "source-note",
          "text": "Source: Xylem and Evoqua financials and consensus estimates reviewed by four sell-side analysts.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:42.383+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "86e4b4b5-0948-4f20-a44f-024b311fc895",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.45,
            "w": 0.94,
            "x": 0.03,
            "y": 0.38
          },
          "kind": "table",
          "text": "Expectations For Xylem and Evoqua table showing Revenue and Adj. EBITDA for 2022, 2023E, and 2024E.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Table",
              "slug": "table",
              "status": "active",
              "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28",
              "version": 1,
              "description": "Tabular data layout."
            },
            "tool": null,
            "subkind": {
              "name": "Data table",
              "slug": "data",
              "status": "active",
              "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "data",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:42.383+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "1477feed-8d00-440e-87b9-dbd7b6ab313f",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.65,
            "x": 0.31,
            "y": 0.03
          },
          "kind": "title",
          "text": "Rapid Adjusted EBITDA Margin Expansion Post Closing Seems Far-Fetched In Our View",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:42.383+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "07092553-8e9f-441e-9286-0bd25d375926",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "Table data",
            "slug": "table-data",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd9e1-4fab-7168-a82f-b847350a006d",
            "version": 1,
            "bodyDocId": null,
            "description": "Tabular layouts of structured data.",
            "familyLabel": null,
            "categoryName": null,
            "categorySlug": null
          },
          "agent": null,
          "layer": "slide",
          "agents": null,
          "matchId": "ea9ecb97-a27c-4e38-9cb3-219d559a2b98",
          "evidence": "table/data: Expectations For Xylem and Evoqua table showing Revenue and Adj. EBITDA for 2022, 2023E, and 2024E.",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 23:05:22.026569+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 48,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": "common",
          "narrativePurpose": null
        }
      ],
      "frameworks": [
        {
          "matchId": "a0eb8ab5-8ab7-4861-af87-318d4c029c77",
          "evidence": "The slide explicitly challenges market consensus estimates to preemptively discredit the bull case for the acquisition.",
          "framework": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-05-02 20:29:42.383+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 48,
          "frameworkName": "preempt_rebuttal"
        }
      ],
      "arcBeats": [
        {
          "to": 79,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 9,
          "name": "Expose Contradiction",
          "beatId": "b68955ea-1bea-4271-af69-04b4b38ed3c6",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck presents a series of contradictions and concerns about Xylem's financial reporting, operations, and growth prospects",
          "position": 0,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        },
        {
          "to": 56,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 11,
          "name": "Preempt Rebuttal",
          "beatId": "8beb67eb-29a7-4acc-8013-1400d57c9a45",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck anticipates and addresses potential rebuttals to its thesis",
          "position": 2,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 82,
          "from": 1,
          "loop": {
            "name": "27_cost_of_inaction",
            "slug": "27-cost-of-inaction",
            "status": "active",
            "bestFor": "Urgent budget requests, compliance, risk mitigation",
            "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
            "description": "Quantify what happens if the audience does nothing",
            "familyLabel": null
          },
          "matchId": "2fa1c508-68a2-4a6b-9e65-5ff630e9c720",
          "evidence": "The deck presents a detailed analysis of the risks and consequences of not taking action on Xylem's challenges",
          "position": 1,
          "objective": "Highlight the risks of not taking action",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.166406+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        },
        {
          "to": 77,
          "from": 6,
          "loop": {
            "name": "41_so_what_cascade",
            "slug": "41-so-what-cascade",
            "status": "active",
            "bestFor": "Data presentations, executive summaries, driving to recommendations",
            "canonId": "019dd956-769f-7208-afbc-f28985c6f4fb",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Data -> So What? (Insight 1) -> So What? (Insight 2) -> So What? (The Action)",
            "description": "Chain insights together, each answering 'so what?' until you reach the actionable conclusion",
            "familyLabel": null
          },
          "matchId": "7d351594-e5d5-4f56-831e-33e1f8bcec2d",
          "evidence": "The deck presents a series of logical and connected arguments to support its thesis",
          "position": 2,
          "objective": "Build a logical case for the thesis",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.207918+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 49,
      "type": "tension",
      "title": "The slide uses a 'pre-deal vs post-deal' comparison to expose the gap between market expectations and company guidance.",
      "function": "expose_contradiction",
      "rawType": "expose_contradiction",
      "block": null,
      "metadata": {
        "slideType": "expose_contradiction",
        "slideTypeCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df",
          "version": 1,
          "description": null
        },
        "function": "expose_contradiction",
        "functionCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-171f-776f-887c-73edaff4cf9c",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 56,
        "componentCount": 6,
        "textChars": 1021,
        "nDataPoints": 24,
        "notes": "The slide uses a 'pre-deal vs post-deal' comparison to expose the gap between market expectations and company guidance.",
        "elementsJson": [
          "headline_text",
          "paragraph",
          "data_table",
          "footnote"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 20:29:42.722+00",
          "seconds": 2.956,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622c-750b-8b99-65deaf51fc65/49",
        "deck": "/decks/019dd923-622c-750b-8b99-65deaf51fc65",
        "deckAnchor": "/decks/019dd923-622c-750b-8b99-65deaf51fc65#slide-49",
        "deckJson": "/decks/019dd923-622c-750b-8b99-65deaf51fc65.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "Spruce Point believes the current consensus estimates incorporate significant improvement in revenue since the deal was announced on Jan 23rd (either through fundamental improvements and/or aggressive revenue synergies).",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:44+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1c9-9cf0ec5e19a1",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "EBITDA increase: $156m",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:44+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1c9-a3b38c37f1b4",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.94,
            "x": 0.03,
            "y": 0.16
          },
          "kind": "paragraph",
          "text": "Spruce Point believes the current consensus estimates incorporate significant improvement in revenue since the deal was announced on Jan 23rd (either through fundamental improvements and/or aggressive revenue synergies). Xylem has guided to $140m of cost synergies by year three and has not quantified any revenue synergies. The market has already boosted 2024E EBITDA by $156m.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:42.722+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "684b5226-0258-41ee-a267-6b8fa4660f73",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.06,
            "w": 0.94,
            "x": 0.03,
            "y": 0.89
          },
          "kind": "source-note",
          "text": "Note. Pre-deal announcement estimates before Jan 23, 2023. Evoqua has a Sept 30th fiscal year. Estimates are calendarized for Dec 31st. 1) Based on a review of selected sell-side research estimates 2) 2023E grossed-up by 60% to reflect closing on May 24, 2023",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:42.722+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "34f44b6d-3455-4125-a508-ddc37f0ee519",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.58,
            "w": 0.94,
            "x": 0.03,
            "y": 0.29
          },
          "kind": "table",
          "text": "Analysis of Consensus Estimates Pre / Post Evoqua Transaction",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Table",
              "slug": "table",
              "status": "active",
              "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28",
              "version": 1,
              "description": "Tabular data layout."
            },
            "tool": null,
            "subkind": {
              "name": "Data table",
              "slug": "data",
              "status": "active",
              "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "data",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:42.722+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "d697ef5b-5952-4208-900d-9d68c0a3dd24",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.65,
            "x": 0.31,
            "y": 0.03
          },
          "kind": "title",
          "text": "Market Estimates Assume Unreasonable Fundamental And/Or Deal Synergy Improvements",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:42.722+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "3002b791-cf90-4f66-b837-d4b3bb3935ac",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "Table data",
            "slug": "table-data",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd9e1-4fab-7168-a82f-b847350a006d",
            "version": 1,
            "bodyDocId": null,
            "description": "Tabular layouts of structured data.",
            "familyLabel": null,
            "categoryName": null,
            "categorySlug": null
          },
          "agent": null,
          "layer": "slide",
          "agents": null,
          "matchId": "2c5d9d4c-912f-4be9-9172-68f9996d92be",
          "evidence": "table/data: Analysis of Consensus Estimates Pre / Post Evoqua Transaction",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.8,
          "extraction": {
            "at": "2026-07-16 23:05:22.098587+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 49,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": "common",
          "narrativePurpose": null
        }
      ],
      "frameworks": [
        {
          "matchId": "01c649be-8643-4d7e-a599-0fb090519a74",
          "evidence": "The slide explicitly contrasts management guidance ($140m cost synergies, no revenue synergies) with market consensus estimates (implied revenue/EBITDA increases).",
          "framework": null,
          "confidence": 1,
          "extraction": {
            "at": "2026-05-02 20:29:42.722+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 49,
          "frameworkName": "expose_contradiction"
        }
      ],
      "arcBeats": [
        {
          "to": 79,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 9,
          "name": "Expose Contradiction",
          "beatId": "b68955ea-1bea-4271-af69-04b4b38ed3c6",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck presents a series of contradictions and concerns about Xylem's financial reporting, operations, and growth prospects",
          "position": 0,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        },
        {
          "to": 56,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 11,
          "name": "Preempt Rebuttal",
          "beatId": "8beb67eb-29a7-4acc-8013-1400d57c9a45",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck anticipates and addresses potential rebuttals to its thesis",
          "position": 2,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 82,
          "from": 1,
          "loop": {
            "name": "27_cost_of_inaction",
            "slug": "27-cost-of-inaction",
            "status": "active",
            "bestFor": "Urgent budget requests, compliance, risk mitigation",
            "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
            "description": "Quantify what happens if the audience does nothing",
            "familyLabel": null
          },
          "matchId": "2fa1c508-68a2-4a6b-9e65-5ff630e9c720",
          "evidence": "The deck presents a detailed analysis of the risks and consequences of not taking action on Xylem's challenges",
          "position": 1,
          "objective": "Highlight the risks of not taking action",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.166406+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        },
        {
          "to": 77,
          "from": 6,
          "loop": {
            "name": "41_so_what_cascade",
            "slug": "41-so-what-cascade",
            "status": "active",
            "bestFor": "Data presentations, executive summaries, driving to recommendations",
            "canonId": "019dd956-769f-7208-afbc-f28985c6f4fb",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Data -> So What? (Insight 1) -> So What? (Insight 2) -> So What? (The Action)",
            "description": "Chain insights together, each answering 'so what?' until you reach the actionable conclusion",
            "familyLabel": null
          },
          "matchId": "7d351594-e5d5-4f56-831e-33e1f8bcec2d",
          "evidence": "The deck presents a series of logical and connected arguments to support its thesis",
          "position": 2,
          "objective": "Build a logical case for the thesis",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.207918+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 50,
      "type": "tension",
      "title": "Uses a table-like structure to contrast specific quotes and documents against the CEO's narrative.",
      "function": "expose_contradiction",
      "rawType": "expose_contradiction",
      "block": null,
      "metadata": {
        "slideType": "expose_contradiction",
        "slideTypeCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df",
          "version": 1,
          "description": null
        },
        "function": "expose_contradiction",
        "functionCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-171f-776f-887c-73edaff4cf9c",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 54,
        "componentCount": 6,
        "textChars": 1450,
        "nDataPoints": 0,
        "notes": "Uses a table-like structure to contrast specific quotes and documents against the CEO's narrative.",
        "elementsJson": [
          "headline_text",
          "paragraph",
          "data_table",
          "footnote"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 20:29:43.009+00",
          "seconds": 3.117,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622c-750b-8b99-65deaf51fc65/50",
        "deck": "/decks/019dd923-622c-750b-8b99-65deaf51fc65",
        "deckAnchor": "/decks/019dd923-622c-750b-8b99-65deaf51fc65#slide-50",
        "deckJson": "/decks/019dd923-622c-750b-8b99-65deaf51fc65.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "We believe Evoqua and Xylem have misstated their interconnectedness. Evoqua CEO Keating said that Xylem was never a competitor, but more of a partner. Yet, his own employment agreement listed Xylem as a restricted enterprise and Xylem listed Evoqua as a competitor in its Annual Report.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:44+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1ca-0deca22c4fe6",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.09,
            "w": 0.96,
            "x": 0.02,
            "y": 0.17
          },
          "kind": "paragraph",
          "text": "We believe Evoqua and Xylem have misstated their interconnectedness. Evoqua CEO Keating said that Xylem was never a competitor, but more of a partner. Yet, his own employment agreement listed Xylem as a restricted enterprise and Xylem listed Evoqua as a competitor in its Annual Report. Evoqua's CEO also admitted they are a customer of Xylem, which is corroborated in an internal Xylem call conducted after the deal was announced.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:43.009+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "a1b29e1a-e0d2-4495-ab9c-0ec56f221a58",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "quote",
          "text": "\"We put a lot of their pumps in our systems. So it makes a lot of sense. They are a very complementary company with what we do with water. They've always been viewed as a peer of ours because we both operate in the water treatment segment or the water segment as a whole. But never as a competitor of ours, more of a partner.\" — Evoqua CEO Keating, Pittsburgh Business Journal, Jan 23, 2023",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Quote",
              "slug": "quote",
              "status": "active",
              "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a",
              "version": 1,
              "description": "Pull quote or testimonial."
            },
            "tool": {
              "name": "Authority citation",
              "slug": "authority-citation",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-49ae-7557-89ad-3fca70469b45",
              "version": 1,
              "bodyDocId": null,
              "description": "Quoting an authority figure, study, or precedent to lend weight.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:44+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1ca-13c9dc020452",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.65,
            "x": 0.02,
            "y": 0.96
          },
          "kind": "source-note",
          "text": "Source: Xylem 2022 10-K, Proxy Statement, Xylem Internal Call, Keating amended employment agreement \"Evoqua CEO Keating talks acquisition and the next steps\", Pittsburgh Business Journal, Jan 23, 2023",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:43.009+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "b3dc5d91-fdf1-4465-bc71-4cc17ecb9476",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.65,
            "w": 0.96,
            "x": 0.02,
            "y": 0.3
          },
          "kind": "table",
          "text": "Quotes Analyzing The Connections Between Xylem and Evoqua Water",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Table",
              "slug": "table",
              "status": "active",
              "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28",
              "version": 1,
              "description": "Tabular data layout."
            },
            "tool": null,
            "subkind": {
              "name": "Data table",
              "slug": "data",
              "status": "active",
              "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "data",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:43.009+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "a5afe580-ee47-4cdc-b369-d64cc5c4fef2",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.65,
            "x": 0.31,
            "y": 0.03
          },
          "kind": "title",
          "text": "Evidence Shows That Xylem / Evoqua Compete And Conduct Intercompany Transactions",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:43.009+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "b49b7835-b843-4f22-977d-fdc57b7dc255",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "Table data",
            "slug": "table-data",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd9e1-4fab-7168-a82f-b847350a006d",
            "version": 1,
            "bodyDocId": null,
            "description": "Tabular layouts of structured data.",
            "familyLabel": null,
            "categoryName": null,
            "categorySlug": null
          },
          "agent": null,
          "layer": "slide",
          "agents": null,
          "matchId": "c0e2febb-7233-473a-8c45-4616849f027f",
          "evidence": "table/data: Quotes Analyzing The Connections Between Xylem and Evoqua Water",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.8,
          "extraction": {
            "at": "2026-07-16 23:05:22.16832+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 50,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": "common",
          "narrativePurpose": null
        }
      ],
      "frameworks": [
        {
          "matchId": "a47015ea-3402-44c0-96fc-fb600d76393b",
          "evidence": "Contrasting CEO public statements with internal employment contracts and annual reports.",
          "framework": null,
          "confidence": 0.95,
          "extraction": {
            "at": "2026-05-02 20:29:43.009+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 50,
          "frameworkName": "ceo-quote-contradiction"
        }
      ],
      "arcBeats": [
        {
          "to": 79,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 9,
          "name": "Expose Contradiction",
          "beatId": "b68955ea-1bea-4271-af69-04b4b38ed3c6",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck presents a series of contradictions and concerns about Xylem's financial reporting, operations, and growth prospects",
          "position": 0,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        },
        {
          "to": 56,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 11,
          "name": "Preempt Rebuttal",
          "beatId": "8beb67eb-29a7-4acc-8013-1400d57c9a45",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck anticipates and addresses potential rebuttals to its thesis",
          "position": 2,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 82,
          "from": 1,
          "loop": {
            "name": "27_cost_of_inaction",
            "slug": "27-cost-of-inaction",
            "status": "active",
            "bestFor": "Urgent budget requests, compliance, risk mitigation",
            "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
            "description": "Quantify what happens if the audience does nothing",
            "familyLabel": null
          },
          "matchId": "2fa1c508-68a2-4a6b-9e65-5ff630e9c720",
          "evidence": "The deck presents a detailed analysis of the risks and consequences of not taking action on Xylem's challenges",
          "position": 1,
          "objective": "Highlight the risks of not taking action",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.166406+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        },
        {
          "to": 77,
          "from": 6,
          "loop": {
            "name": "41_so_what_cascade",
            "slug": "41-so-what-cascade",
            "status": "active",
            "bestFor": "Data presentations, executive summaries, driving to recommendations",
            "canonId": "019dd956-769f-7208-afbc-f28985c6f4fb",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Data -> So What? (Insight 1) -> So What? (Insight 2) -> So What? (The Action)",
            "description": "Chain insights together, each answering 'so what?' until you reach the actionable conclusion",
            "familyLabel": null
          },
          "matchId": "7d351594-e5d5-4f56-831e-33e1f8bcec2d",
          "evidence": "The deck presents a series of logical and connected arguments to support its thesis",
          "position": 2,
          "objective": "Build a logical case for the thesis",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.207918+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 51,
      "type": "tension",
      "title": "Uses a 'This contradicts reality' callout box to highlight a specific column in the financial table.",
      "function": "expose_contradiction",
      "rawType": "expose_contradiction",
      "block": null,
      "metadata": {
        "slideType": "expose_contradiction",
        "slideTypeCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df",
          "version": 1,
          "description": null
        },
        "function": "expose_contradiction",
        "functionCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-171f-776f-887c-73edaff4cf9c",
          "version": 1,
          "description": null
        },
        "density": "overcrowded",
        "densityScore": 86,
        "componentCount": 9,
        "textChars": 1470,
        "nDataPoints": 24,
        "notes": "Uses a 'This contradicts reality' callout box to highlight a specific column in the financial table.",
        "elementsJson": [
          "headline_text",
          "callout_box",
          "data_table",
          "quote_block",
          "screenshot"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 20:29:42.958+00",
          "seconds": 3.062,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622c-750b-8b99-65deaf51fc65/51",
        "deck": "/decks/019dd923-622c-750b-8b99-65deaf51fc65",
        "deckAnchor": "/decks/019dd923-622c-750b-8b99-65deaf51fc65#slide-51",
        "deckJson": "/decks/019dd923-622c-750b-8b99-65deaf51fc65.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.08,
            "w": 0.11,
            "x": 0.405,
            "y": 0.47
          },
          "kind": "callout",
          "text": "This contradicts reality",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": null,
            "subkind": {
              "name": "Primary callout",
              "slug": "primary",
              "status": "active",
              "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:42.958+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "215f0d5e-a524-48ab-9459-af27d2f4c90b",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.12,
            "w": 0.96,
            "x": 0.02,
            "y": 0.18
          },
          "kind": "callout",
          "text": "Spruce Point believes there are intercompany sales and purchases between Xylem and Evoqua, as well as competition overlap, but that the merger proxy fails to adjust for these transactions when depicting the pro forma combined organization. While management dangles revenue synergy potential (without quantification), a former high-level executive told us they'll be harder to achieve than people think while another said to mark them at zero.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": null,
            "subkind": {
              "name": "Primary callout",
              "slug": "primary",
              "status": "active",
              "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:42.958+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "fc7fc246-5eb2-4685-b26c-866532ab506e",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "callout",
          "text": "Spruce Point believes there are intercompany sales and purchases between Xylem and Evoqua, as well as competition overlap, but that the merger proxy fails to adjust for these transactions when depicting the pro forma combined organization.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:44+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1c9-f59558c05818",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.55,
            "w": 0.4,
            "x": 0.58,
            "y": 0.33
          },
          "kind": "list",
          "text": "Xylem Executive Interview: Spruce Point Question vs Former Xylem Executive Response",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Comparison list",
              "slug": "comparison",
              "status": "active",
              "canonId": "019de52c-fce7-733e-99d3-030a104727bf",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "comparison",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:42.958+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "bfc89350-8e4f-409d-9020-2a5d8a7811ca",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "quote",
          "text": "Yes. Evoqua was a customer. They're an OEM, they take and put things together and sell the package. So for example, they would buy Gould's pumps and put it into a package and deploy modular treatment packages. Yes, there was competitive overlap though fairly small in UV line to disinfect water like cryptosporidium. I think there will be revenue synergies, but they'll be harder than people think. — Former Xylem Executive",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Quote",
              "slug": "quote",
              "status": "active",
              "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a",
              "version": 1,
              "description": "Pull quote or testimonial."
            },
            "tool": {
              "name": "Authority citation",
              "slug": "authority-citation",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-49ae-7557-89ad-3fca70469b45",
              "version": 1,
              "bodyDocId": null,
              "description": "Quoting an authority figure, study, or precedent to lend weight.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:44+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1c9-fb7f7f4de29d",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.2,
            "x": 0.58,
            "y": 0.95
          },
          "kind": "source-note",
          "text": "Source: Spruce Point Interview",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:42.958+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "69c9e53f-5010-47ae-89e0-44b744479459",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.15,
            "x": 0.02,
            "y": 0.95
          },
          "kind": "source-note",
          "text": "Source: Proxy Statement",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:42.958+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "73d33313-bef7-465d-8e3f-32601efe3726",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.5,
            "w": 0.55,
            "x": 0.02,
            "y": 0.38
          },
          "kind": "table",
          "text": "Pro Forma Income Statement table showing Xylem, Evoqua, Transaction Adjustments, and Pro Forma Combined figures.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Table",
              "slug": "table",
              "status": "active",
              "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28",
              "version": 1,
              "description": "Tabular data layout."
            },
            "tool": null,
            "subkind": {
              "name": "Data table",
              "slug": "data",
              "status": "active",
              "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "data",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:42.958+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "10f97fcb-243e-4ce7-8a21-c7d1da35d2ff",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.9,
            "x": 0.05,
            "y": 0.03
          },
          "kind": "title",
          "text": "Xylem's Pro Forma Income Statement Appears To Be Misleading By Not Removing Intercompany Sales",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:42.958+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "03cd9e21-c3fb-4aa1-931c-8af2530ceb1b",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "Table data",
            "slug": "table-data",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd9e1-4fab-7168-a82f-b847350a006d",
            "version": 1,
            "bodyDocId": null,
            "description": "Tabular layouts of structured data.",
            "familyLabel": null,
            "categoryName": null,
            "categorySlug": null
          },
          "agent": null,
          "layer": "slide",
          "agents": null,
          "matchId": "440a33ec-8668-493c-84a3-741ef242fb62",
          "evidence": "table/data: Pro Forma Income Statement table showing Xylem, Evoqua, Transaction Adjustments, and Pro Forma Combined figures.",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.8,
          "extraction": {
            "at": "2026-07-16 23:05:22.23951+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 51,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": "common",
          "narrativePurpose": null
        }
      ],
      "frameworks": [
        {
          "matchId": "140ba532-1af9-4c5c-bf94-68383ea2d428",
          "evidence": "The slide explicitly labels a financial column as 'This contradicts reality' and juxtaposes it with an interview quote.",
          "framework": null,
          "confidence": 1,
          "extraction": {
            "at": "2026-05-02 20:29:42.958+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 51,
          "frameworkName": "expose_contradiction"
        }
      ],
      "arcBeats": [
        {
          "to": 79,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 9,
          "name": "Expose Contradiction",
          "beatId": "b68955ea-1bea-4271-af69-04b4b38ed3c6",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck presents a series of contradictions and concerns about Xylem's financial reporting, operations, and growth prospects",
          "position": 0,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        },
        {
          "to": 56,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 11,
          "name": "Preempt Rebuttal",
          "beatId": "8beb67eb-29a7-4acc-8013-1400d57c9a45",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck anticipates and addresses potential rebuttals to its thesis",
          "position": 2,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 82,
          "from": 1,
          "loop": {
            "name": "27_cost_of_inaction",
            "slug": "27-cost-of-inaction",
            "status": "active",
            "bestFor": "Urgent budget requests, compliance, risk mitigation",
            "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
            "description": "Quantify what happens if the audience does nothing",
            "familyLabel": null
          },
          "matchId": "2fa1c508-68a2-4a6b-9e65-5ff630e9c720",
          "evidence": "The deck presents a detailed analysis of the risks and consequences of not taking action on Xylem's challenges",
          "position": 1,
          "objective": "Highlight the risks of not taking action",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.166406+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        },
        {
          "to": 77,
          "from": 6,
          "loop": {
            "name": "41_so_what_cascade",
            "slug": "41-so-what-cascade",
            "status": "active",
            "bestFor": "Data presentations, executive summaries, driving to recommendations",
            "canonId": "019dd956-769f-7208-afbc-f28985c6f4fb",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Data -> So What? (Insight 1) -> So What? (Insight 2) -> So What? (The Action)",
            "description": "Chain insights together, each answering 'so what?' until you reach the actionable conclusion",
            "familyLabel": null
          },
          "matchId": "7d351594-e5d5-4f56-831e-33e1f8bcec2d",
          "evidence": "The deck presents a series of logical and connected arguments to support its thesis",
          "position": 2,
          "objective": "Build a logical case for the thesis",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.207918+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 52,
      "type": "tension",
      "title": "Uses a 'before/after' style contrast between a marketing slide and a legal disclosure to highlight a contradiction.",
      "function": "expose_contradiction",
      "rawType": "expose_contradiction",
      "block": null,
      "metadata": {
        "slideType": "expose_contradiction",
        "slideTypeCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df",
          "version": 1,
          "description": null
        },
        "function": "expose_contradiction",
        "functionCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-171f-776f-887c-73edaff4cf9c",
          "version": 1,
          "description": null
        },
        "density": "balanced",
        "densityScore": 44,
        "componentCount": 5,
        "textChars": 967,
        "nDataPoints": 3,
        "notes": "Uses a 'before/after' style contrast between a marketing slide and a legal disclosure to highlight a contradiction.",
        "elementsJson": [
          "headline_text",
          "paragraph",
          "screenshot",
          "callout_box",
          "footnote"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 20:29:48.064+00",
          "seconds": 7.884,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622c-750b-8b99-65deaf51fc65/52",
        "deck": "/decks/019dd923-622c-750b-8b99-65deaf51fc65",
        "deckAnchor": "/decks/019dd923-622c-750b-8b99-65deaf51fc65#slide-52",
        "deckJson": "/decks/019dd923-622c-750b-8b99-65deaf51fc65.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.15,
            "w": 0.9,
            "x": 0.05,
            "y": 0.15
          },
          "kind": "callout",
          "text": "We believe Xylem set investors up for disappointment by mismarketing the cost synergy benefits of the transaction. In January, Xylem prominently touted $140 million of cost synergies by year three. However, in April it buried deep in the proxy statement fairness opinion that $90 million of costs were needed to achieve these synergies. We fear that Xylem is trying to bury these costs as one-time integration costs for investors to ignore and on its Q2 conf call boosted \"Restructuring & Realignment costs\" from $25 - $35 to ~$90 million.(1) CEO Decker started selling stock under a 10b5-1 program well in advance.(2)",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": null,
            "subkind": {
              "name": "Primary callout",
              "slug": "primary",
              "status": "active",
              "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:48.064+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "6fa20c94-33e2-4313-9417-2c096cb619b2",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.2,
            "w": 0.9,
            "x": 0.05,
            "y": 0.75
          },
          "kind": "image",
          "text": "April 11, 2023 Harsh Reality In The Fine Print Months Later",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Screenshot",
              "slug": "screenshot",
              "status": "active",
              "canonId": "019de52c-fd87-7509-8391-3d79fb339379",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "screenshot",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:48.064+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "be72e5aa-16f7-4f5d-8204-f6ce8f478d30",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.35,
            "w": 0.9,
            "x": 0.05,
            "y": 0.35
          },
          "kind": "image",
          "text": "Jan 23, 2023: Deal Presentation And Press Release Promote $140M Cost Synergy Impact",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Screenshot",
              "slug": "screenshot",
              "status": "active",
              "canonId": "019de52c-fd87-7509-8391-3d79fb339379",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "screenshot",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:48.064+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "c07eb9ee-57db-46e1-b466-c10e46e4cc0c",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.9,
            "x": 0.05,
            "y": 0.95
          },
          "kind": "source-note",
          "text": "Source: Deal Presentation; Proxy Statement, page 84; Q2 2023 Earnings Presentation; CEO stock sale program",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:48.064+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "59fa96e6-3f91-41f7-b5d0-58f0e26824c5",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.9,
            "x": 0.05,
            "y": 0.02
          },
          "kind": "title",
          "text": "We Believe Xylem Obscured The True Synergy Cost And Delayed Clear Disclosure While The CEO Sold Stock",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:48.064+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "424693dd-e3a7-41d8-8018-1f48bcb765f4",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [
        {
          "matchId": "8b8252cc-d12a-4afb-a79f-41f5ba8aa7cc",
          "evidence": "Contrasts public marketing claims with buried legal disclosures.",
          "framework": null,
          "confidence": 1,
          "extraction": {
            "at": "2026-05-02 20:29:48.064+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 52,
          "frameworkName": "expose_contradiction"
        }
      ],
      "arcBeats": [
        {
          "to": 79,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 9,
          "name": "Expose Contradiction",
          "beatId": "b68955ea-1bea-4271-af69-04b4b38ed3c6",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck presents a series of contradictions and concerns about Xylem's financial reporting, operations, and growth prospects",
          "position": 0,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        },
        {
          "to": 56,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 11,
          "name": "Preempt Rebuttal",
          "beatId": "8beb67eb-29a7-4acc-8013-1400d57c9a45",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck anticipates and addresses potential rebuttals to its thesis",
          "position": 2,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 82,
          "from": 1,
          "loop": {
            "name": "27_cost_of_inaction",
            "slug": "27-cost-of-inaction",
            "status": "active",
            "bestFor": "Urgent budget requests, compliance, risk mitigation",
            "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
            "description": "Quantify what happens if the audience does nothing",
            "familyLabel": null
          },
          "matchId": "2fa1c508-68a2-4a6b-9e65-5ff630e9c720",
          "evidence": "The deck presents a detailed analysis of the risks and consequences of not taking action on Xylem's challenges",
          "position": 1,
          "objective": "Highlight the risks of not taking action",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.166406+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        },
        {
          "to": 77,
          "from": 6,
          "loop": {
            "name": "41_so_what_cascade",
            "slug": "41-so-what-cascade",
            "status": "active",
            "bestFor": "Data presentations, executive summaries, driving to recommendations",
            "canonId": "019dd956-769f-7208-afbc-f28985c6f4fb",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Data -> So What? (Insight 1) -> So What? (Insight 2) -> So What? (The Action)",
            "description": "Chain insights together, each answering 'so what?' until you reach the actionable conclusion",
            "familyLabel": null
          },
          "matchId": "7d351594-e5d5-4f56-831e-33e1f8bcec2d",
          "evidence": "The deck presents a series of logical and connected arguments to support its thesis",
          "position": 2,
          "objective": "Build a logical case for the thesis",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.207918+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 53,
      "type": "tension",
      "title": "Uses red callout box to highlight the specific contradiction in the COO's math.",
      "function": "expose_contradiction",
      "rawType": "expose_contradiction",
      "block": null,
      "metadata": {
        "slideType": "expose_contradiction",
        "slideTypeCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df",
          "version": 1,
          "description": null
        },
        "function": "expose_contradiction",
        "functionCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-171f-776f-887c-73edaff4cf9c",
          "version": 1,
          "description": null
        },
        "density": "balanced",
        "densityScore": 45,
        "componentCount": 6,
        "textChars": 714,
        "nDataPoints": 4,
        "notes": "Uses red callout box to highlight the specific contradiction in the COO's math.",
        "elementsJson": [
          "headline_text",
          "callout_box",
          "data_table"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 20:29:42.864+00",
          "seconds": 2.679,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622c-750b-8b99-65deaf51fc65/53",
        "deck": "/decks/019dd923-622c-750b-8b99-65deaf51fc65",
        "deckAnchor": "/decks/019dd923-622c-750b-8b99-65deaf51fc65#slide-53",
        "deckJson": "/decks/019dd923-622c-750b-8b99-65deaf51fc65.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.07,
            "w": 0.96,
            "x": 0.02,
            "y": 0.17
          },
          "kind": "callout",
          "text": "For many months we believe Xylem side-stepped any discussion or reference of the $90 million required to achieve the $140 million of estimated cost synergies.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": null,
            "subkind": {
              "name": "Primary callout",
              "slug": "primary",
              "status": "active",
              "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:42.864+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "5f79f0c7-a05d-4daa-8812-7fc8c156beb9",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.35,
            "x": 0.52,
            "y": 0.41
          },
          "kind": "legend",
          "text": "Your math is flawed by ignoring $90m of incremental costs.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Legend",
              "slug": "legend",
              "status": "active",
              "canonId": "31361933-3d22-4c70-bbad-0801e9fffc0c",
              "version": 1,
              "description": "Color/symbol decoder placed adjacent to a chart or diagram."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:42.864+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "56a330e2-5ab9-41e7-b0cd-04308e3f3f56",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "quote",
          "text": "\"Maybe I'll just elevate a bit here and take a step back and say that while the deal is not based on cost synergies alone, if you look at -- and you capitalize the cost synergies, which is $140 million, it's $3 billion. And the kind of premium was $1.5 billion. So that's kind of the math as I think about it.\" — COO Pine, Stifel Conf, June 7, 2023",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Quote",
              "slug": "quote",
              "status": "active",
              "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a",
              "version": 1,
              "description": "Pull quote or testimonial."
            },
            "tool": {
              "name": "Authority citation",
              "slug": "authority-citation",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-49ae-7557-89ad-3fca70469b45",
              "version": 1,
              "bodyDocId": null,
              "description": "Quoting an authority figure, study, or precedent to lend weight.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:45+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1ca-5cf8e09f6221",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.35,
            "x": 0.02,
            "y": 0.97
          },
          "kind": "source-note",
          "text": "Source: Q4'22 and Q1'23 Earnings Calls and other calls",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:42.864+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "5c65da8e-4fd0-489a-adf1-e3a5f1d025b3",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.68,
            "w": 0.96,
            "x": 0.02,
            "y": 0.26
          },
          "kind": "table",
          "text": "Table of executive quotes regarding cost synergies",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Table",
              "slug": "table",
              "status": "active",
              "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28",
              "version": 1,
              "description": "Tabular data layout."
            },
            "tool": null,
            "subkind": {
              "name": "Data table",
              "slug": "data",
              "status": "active",
              "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "data",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:42.864+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "ac4e236e-784f-485e-aae5-5ace18dfd5b0",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.65,
            "x": 0.31,
            "y": 0.05
          },
          "kind": "title",
          "text": "Xylem Never Mentions Costs To Obtain Synergies",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:42.864+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "7d3ae5eb-473f-4060-a4ec-5b44ac91c935",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [
        {
          "matchId": "d52822b0-8ca5-4761-935e-b5be07f206c2",
          "evidence": "The slide explicitly juxtaposes executive quotes against a stated fact to expose a contradiction.",
          "framework": null,
          "confidence": 1,
          "extraction": {
            "at": "2026-05-02 20:29:42.864+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 53,
          "frameworkName": "ceo-quote-contradiction"
        }
      ],
      "arcBeats": [
        {
          "to": 79,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 9,
          "name": "Expose Contradiction",
          "beatId": "b68955ea-1bea-4271-af69-04b4b38ed3c6",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck presents a series of contradictions and concerns about Xylem's financial reporting, operations, and growth prospects",
          "position": 0,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        },
        {
          "to": 56,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 11,
          "name": "Preempt Rebuttal",
          "beatId": "8beb67eb-29a7-4acc-8013-1400d57c9a45",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck anticipates and addresses potential rebuttals to its thesis",
          "position": 2,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 82,
          "from": 1,
          "loop": {
            "name": "27_cost_of_inaction",
            "slug": "27-cost-of-inaction",
            "status": "active",
            "bestFor": "Urgent budget requests, compliance, risk mitigation",
            "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
            "description": "Quantify what happens if the audience does nothing",
            "familyLabel": null
          },
          "matchId": "2fa1c508-68a2-4a6b-9e65-5ff630e9c720",
          "evidence": "The deck presents a detailed analysis of the risks and consequences of not taking action on Xylem's challenges",
          "position": 1,
          "objective": "Highlight the risks of not taking action",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.166406+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        },
        {
          "to": 77,
          "from": 6,
          "loop": {
            "name": "41_so_what_cascade",
            "slug": "41-so-what-cascade",
            "status": "active",
            "bestFor": "Data presentations, executive summaries, driving to recommendations",
            "canonId": "019dd956-769f-7208-afbc-f28985c6f4fb",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Data -> So What? (Insight 1) -> So What? (Insight 2) -> So What? (The Action)",
            "description": "Chain insights together, each answering 'so what?' until you reach the actionable conclusion",
            "familyLabel": null
          },
          "matchId": "7d351594-e5d5-4f56-831e-33e1f8bcec2d",
          "evidence": "The deck presents a series of logical and connected arguments to support its thesis",
          "position": 2,
          "objective": "Build a logical case for the thesis",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.207918+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 54,
      "type": "tension",
      "title": "Includes a callout box detailing the $921M adjustment to cash and cash equivalents.",
      "function": "expose_contradiction",
      "rawType": "expose_contradiction",
      "block": null,
      "metadata": {
        "slideType": "expose_contradiction",
        "slideTypeCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df",
          "version": 1,
          "description": null
        },
        "function": "expose_contradiction",
        "functionCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-171f-776f-887c-73edaff4cf9c",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 54,
        "componentCount": 6,
        "textChars": 934,
        "nDataPoints": 20,
        "notes": "Includes a callout box detailing the $921M adjustment to cash and cash equivalents.",
        "elementsJson": [
          "headline_text",
          "paragraph",
          "callout_box",
          "data_table",
          "screenshot"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 20:29:43.079+00",
          "seconds": 2.883,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622c-750b-8b99-65deaf51fc65/54",
        "deck": "/decks/019dd923-622c-750b-8b99-65deaf51fc65",
        "deckAnchor": "/decks/019dd923-622c-750b-8b99-65deaf51fc65#slide-54",
        "deckJson": "/decks/019dd923-622c-750b-8b99-65deaf51fc65.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "The proxy statement depicts Xylem’s ability to retire Evoqua’s debt and pay transaction costs entirely with cash and equivalents from the balance sheet. However, the balance sheet below also assumes that Xylem has frictionless and unfettered access to all of its cash even though 86% of cash is in foreign markets and may not be freely convertible.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:45+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1ca-2b8c20ff1aed",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.07,
            "w": 0.96,
            "x": 0.02,
            "y": 0.18
          },
          "kind": "paragraph",
          "text": "The proxy statement depicts Xylem's ability to retire Evoqua's debt and pay transaction costs entirely with cash and equivalents from the balance sheet. However, the balance sheet below also assumes that Xylem has frictionless and unfettered access to all of its cash even though 86% of cash is in foreign markets and may not be freely convertible.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:43.079+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "5fb7d5be-7f68-43bd-8ab8-d006b15a233d",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.15,
            "x": 0.02,
            "y": 0.96
          },
          "kind": "source-note",
          "text": "Source: Proxy statement",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:43.079+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "a847f59e-f456-4d8b-b0a7-6a76581ef463",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.55,
            "w": 0.72,
            "x": 0.14,
            "y": 0.32
          },
          "kind": "table",
          "text": "Xylem Inc. and Subsidiaries Unaudited Pro Forma Condensed Combined Balance Sheet",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Table",
              "slug": "table",
              "status": "active",
              "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28",
              "version": 1,
              "description": "Tabular data layout."
            },
            "tool": null,
            "subkind": {
              "name": "Data table",
              "slug": "data",
              "status": "active",
              "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "data",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:43.079+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "cc165dc5-289f-4f68-875e-76faf0535ef5",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.12,
            "w": 0.38,
            "x": 0.6,
            "y": 0.62
          },
          "kind": "table",
          "text": "Description of transaction costs and adjustments",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Table",
              "slug": "table",
              "status": "active",
              "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28",
              "version": 1,
              "description": "Tabular data layout."
            },
            "tool": null,
            "subkind": {
              "name": "Data table",
              "slug": "data",
              "status": "active",
              "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "data",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:43.079+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "e181e484-275a-49c6-9568-e77a5edadb82",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.06,
            "w": 0.65,
            "x": 0.31,
            "y": 0.03
          },
          "kind": "title",
          "text": "We Do Not Believe The Proxy Statement Accurately Depicts The Post-Closing Balance Sheet",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:43.079+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "fac780e6-4e01-4540-901d-049870d6f2b5",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [
        {
          "matchId": "add5a2f3-32b6-4aea-92f9-041a72b6365c",
          "evidence": "The slide explicitly challenges the accuracy of a public proxy statement regarding cash liquidity.",
          "framework": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-05-02 20:29:43.079+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 54,
          "frameworkName": "fraud-exposure"
        }
      ],
      "arcBeats": [
        {
          "to": 79,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 9,
          "name": "Expose Contradiction",
          "beatId": "b68955ea-1bea-4271-af69-04b4b38ed3c6",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck presents a series of contradictions and concerns about Xylem's financial reporting, operations, and growth prospects",
          "position": 0,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        },
        {
          "to": 56,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 11,
          "name": "Preempt Rebuttal",
          "beatId": "8beb67eb-29a7-4acc-8013-1400d57c9a45",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck anticipates and addresses potential rebuttals to its thesis",
          "position": 2,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 82,
          "from": 1,
          "loop": {
            "name": "27_cost_of_inaction",
            "slug": "27-cost-of-inaction",
            "status": "active",
            "bestFor": "Urgent budget requests, compliance, risk mitigation",
            "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
            "description": "Quantify what happens if the audience does nothing",
            "familyLabel": null
          },
          "matchId": "2fa1c508-68a2-4a6b-9e65-5ff630e9c720",
          "evidence": "The deck presents a detailed analysis of the risks and consequences of not taking action on Xylem's challenges",
          "position": 1,
          "objective": "Highlight the risks of not taking action",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.166406+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        },
        {
          "to": 77,
          "from": 6,
          "loop": {
            "name": "41_so_what_cascade",
            "slug": "41-so-what-cascade",
            "status": "active",
            "bestFor": "Data presentations, executive summaries, driving to recommendations",
            "canonId": "019dd956-769f-7208-afbc-f28985c6f4fb",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Data -> So What? (Insight 1) -> So What? (Insight 2) -> So What? (The Action)",
            "description": "Chain insights together, each answering 'so what?' until you reach the actionable conclusion",
            "familyLabel": null
          },
          "matchId": "7d351594-e5d5-4f56-831e-33e1f8bcec2d",
          "evidence": "The deck presents a series of logical and connected arguments to support its thesis",
          "position": 2,
          "objective": "Build a logical case for the thesis",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.207918+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 55,
      "type": "setup",
      "title": "Spruce Point Capital Management branding.",
      "function": "transition",
      "rawType": "section_divider",
      "block": null,
      "metadata": {
        "slideType": "section_divider",
        "slideTypeCanon": {
          "name": "Section divider",
          "slug": "section_divider",
          "status": "active",
          "canonId": "019de52d-066a-7402-9554-6ae504999041",
          "version": 1,
          "description": null
        },
        "function": "transition",
        "functionCanon": {
          "name": "Transition",
          "slug": "transition",
          "status": "active",
          "canonId": "019de52d-1365-7149-92aa-66df859e75fd",
          "version": 1,
          "description": null
        },
        "density": "sparse",
        "densityScore": 8,
        "componentCount": 3,
        "textChars": 182,
        "nDataPoints": 0,
        "notes": "Spruce Point Capital Management branding.",
        "elementsJson": [
          "other"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 20:29:42.647+00",
          "seconds": 2.225,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622c-750b-8b99-65deaf51fc65/55",
        "deck": "/decks/019dd923-622c-750b-8b99-65deaf51fc65",
        "deckAnchor": "/decks/019dd923-622c-750b-8b99-65deaf51fc65#slide-55",
        "deckJson": "/decks/019dd923-622c-750b-8b99-65deaf51fc65.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.02,
            "w": 0.5,
            "x": 0.45,
            "y": 0.96
          },
          "kind": "disclaimer",
          "text": "Proprietary and Confidential –May Not Be Distributed or Copied Without Spruce Point Capital Management, LLC Consent",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Disclaimer",
              "slug": "disclaimer",
              "status": "active",
              "canonId": "91173477-d91f-4024-bbaf-d4f93e3f82dc",
              "version": 1,
              "description": "Legal/cautionary text that occupies most of the body of its slide."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:42.647+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "dbf1f0fc-0c37-4a55-8555-c3c5ac3767ee",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.4,
            "w": 0.2,
            "x": 0.07,
            "y": 0.3
          },
          "kind": "image",
          "text": null,
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Logo",
              "slug": "logo",
              "status": "active",
              "canonId": "019de52c-fdaf-743d-94c4-d7c6a0e55302",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "logo",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:42.647+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "e5941aa1-45e2-438d-8e9c-46b2c32c828f",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.12,
            "w": 0.55,
            "x": 0.37,
            "y": 0.44
          },
          "kind": "title",
          "text": "First Quarter Post Closing And More Evidence of Major Issues Emerge",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:42.647+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "ad70442c-19af-4b90-a0c4-428334d8d42d",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 79,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 9,
          "name": "Expose Contradiction",
          "beatId": "b68955ea-1bea-4271-af69-04b4b38ed3c6",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck presents a series of contradictions and concerns about Xylem's financial reporting, operations, and growth prospects",
          "position": 0,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        },
        {
          "to": 56,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 11,
          "name": "Preempt Rebuttal",
          "beatId": "8beb67eb-29a7-4acc-8013-1400d57c9a45",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck anticipates and addresses potential rebuttals to its thesis",
          "position": 2,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 82,
          "from": 1,
          "loop": {
            "name": "27_cost_of_inaction",
            "slug": "27-cost-of-inaction",
            "status": "active",
            "bestFor": "Urgent budget requests, compliance, risk mitigation",
            "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
            "description": "Quantify what happens if the audience does nothing",
            "familyLabel": null
          },
          "matchId": "2fa1c508-68a2-4a6b-9e65-5ff630e9c720",
          "evidence": "The deck presents a detailed analysis of the risks and consequences of not taking action on Xylem's challenges",
          "position": 1,
          "objective": "Highlight the risks of not taking action",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.166406+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        },
        {
          "to": 77,
          "from": 6,
          "loop": {
            "name": "41_so_what_cascade",
            "slug": "41-so-what-cascade",
            "status": "active",
            "bestFor": "Data presentations, executive summaries, driving to recommendations",
            "canonId": "019dd956-769f-7208-afbc-f28985c6f4fb",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Data -> So What? (Insight 1) -> So What? (Insight 2) -> So What? (The Action)",
            "description": "Chain insights together, each answering 'so what?' until you reach the actionable conclusion",
            "familyLabel": null
          },
          "matchId": "7d351594-e5d5-4f56-831e-33e1f8bcec2d",
          "evidence": "The deck presents a series of logical and connected arguments to support its thesis",
          "position": 2,
          "objective": "Build a logical case for the thesis",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.207918+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 56,
      "type": "tension",
      "title": "The slide lists 10 distinct points of contention, though the table rows only show 9 categories (some categories contain multiple points).",
      "function": "expose_contradiction",
      "rawType": "preempt_rebuttal",
      "block": null,
      "metadata": {
        "slideType": "preempt_rebuttal",
        "slideTypeCanon": {
          "name": "Preempt rebuttal",
          "slug": "preempt_rebuttal",
          "status": "active",
          "canonId": "019de52d-1225-7368-af32-6381fddabdb3",
          "version": 1,
          "description": null
        },
        "function": "expose_contradiction",
        "functionCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-171f-776f-887c-73edaff4cf9c",
          "version": 1,
          "description": null
        },
        "density": "sparse",
        "densityScore": 21,
        "componentCount": 4,
        "textChars": 326,
        "nDataPoints": 6,
        "notes": "The slide lists 10 distinct points of contention, though the table rows only show 9 categories (some categories contain multiple points).",
        "elementsJson": [
          "headline_text",
          "data_table"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 20:29:43.12+00",
          "seconds": 2.378,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622c-750b-8b99-65deaf51fc65/56",
        "deck": "/decks/019dd923-622c-750b-8b99-65deaf51fc65",
        "deckAnchor": "/decks/019dd923-622c-750b-8b99-65deaf51fc65#slide-56",
        "deckJson": "/decks/019dd923-622c-750b-8b99-65deaf51fc65.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "Xylem presented a highly adjusted free cash flow presentation which even included perplexing cash inflows related to software capex.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:46+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1cb-86dabd1444be",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.1,
            "w": 0.25,
            "x": 0.02,
            "y": 0.02
          },
          "kind": "image",
          "text": "Spruce Point Capital Management",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Logo",
              "slug": "logo",
              "status": "active",
              "canonId": "019de52c-fdaf-743d-94c4-d7c6a0e55302",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "logo",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:43.12+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "18b28f9d-3a5f-40f2-b64e-1cefa0de46ac",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.78,
            "w": 0.95,
            "x": 0.05,
            "y": 0.17
          },
          "kind": "table",
          "text": "Table of concerns regarding Xylem's financial reporting and operational performance.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Table",
              "slug": "table",
              "status": "active",
              "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28",
              "version": 1,
              "description": "Tabular data layout."
            },
            "tool": null,
            "subkind": {
              "name": "Data table",
              "slug": "data",
              "status": "active",
              "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "data",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:43.12+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "6740207a-7599-4aaa-bed2-dc72c3e0c206",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.65,
            "x": 0.28,
            "y": 0.04
          },
          "kind": "title",
          "text": "Ten Things Sell-Side Promoters Missed About Xylem’s First Quarter Owning Evoqua",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:43.12+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "932095b2-2151-4d79-a8ed-72775346d4c5",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [
        {
          "matchId": "a84538a3-6a4b-4655-9af6-43dd21c6be60",
          "evidence": "Systematic breakdown of financial discrepancies and management failures to discredit sell-side optimism.",
          "framework": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-05-02 20:29:43.12+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 56,
          "frameworkName": "fraud-exposure"
        }
      ],
      "arcBeats": [
        {
          "to": 79,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 9,
          "name": "Expose Contradiction",
          "beatId": "b68955ea-1bea-4271-af69-04b4b38ed3c6",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck presents a series of contradictions and concerns about Xylem's financial reporting, operations, and growth prospects",
          "position": 0,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        },
        {
          "to": 56,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 11,
          "name": "Preempt Rebuttal",
          "beatId": "8beb67eb-29a7-4acc-8013-1400d57c9a45",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck anticipates and addresses potential rebuttals to its thesis",
          "position": 2,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 82,
          "from": 1,
          "loop": {
            "name": "27_cost_of_inaction",
            "slug": "27-cost-of-inaction",
            "status": "active",
            "bestFor": "Urgent budget requests, compliance, risk mitigation",
            "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
            "description": "Quantify what happens if the audience does nothing",
            "familyLabel": null
          },
          "matchId": "2fa1c508-68a2-4a6b-9e65-5ff630e9c720",
          "evidence": "The deck presents a detailed analysis of the risks and consequences of not taking action on Xylem's challenges",
          "position": 1,
          "objective": "Highlight the risks of not taking action",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.166406+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        },
        {
          "to": 77,
          "from": 6,
          "loop": {
            "name": "41_so_what_cascade",
            "slug": "41-so-what-cascade",
            "status": "active",
            "bestFor": "Data presentations, executive summaries, driving to recommendations",
            "canonId": "019dd956-769f-7208-afbc-f28985c6f4fb",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Data -> So What? (Insight 1) -> So What? (Insight 2) -> So What? (The Action)",
            "description": "Chain insights together, each answering 'so what?' until you reach the actionable conclusion",
            "familyLabel": null
          },
          "matchId": "7d351594-e5d5-4f56-831e-33e1f8bcec2d",
          "evidence": "The deck presents a series of logical and connected arguments to support its thesis",
          "position": 2,
          "objective": "Build a logical case for the thesis",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.207918+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 57,
      "type": "tension",
      "title": "The slide uses red boxes and arrows to point out specific numerical inconsistencies between the SEC filing and the website version.",
      "function": "expose_contradiction",
      "rawType": "expose_contradiction",
      "block": null,
      "metadata": {
        "slideType": "expose_contradiction",
        "slideTypeCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df",
          "version": 1,
          "description": null
        },
        "function": "expose_contradiction",
        "functionCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-171f-776f-887c-73edaff4cf9c",
          "version": 1,
          "description": null
        },
        "density": "balanced",
        "densityScore": 39,
        "componentCount": 6,
        "textChars": 477,
        "nDataPoints": 12,
        "notes": "The slide uses red boxes and arrows to point out specific numerical inconsistencies between the SEC filing and the website version.",
        "elementsJson": [
          "headline_text",
          "callout_box",
          "data_table",
          "screenshot"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 20:29:43.609+00",
          "seconds": 2.666,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622c-750b-8b99-65deaf51fc65/57",
        "deck": "/decks/019dd923-622c-750b-8b99-65deaf51fc65",
        "deckAnchor": "/decks/019dd923-622c-750b-8b99-65deaf51fc65#slide-57",
        "deckJson": "/decks/019dd923-622c-750b-8b99-65deaf51fc65.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.07,
            "w": 0.9,
            "x": 0.05,
            "y": 0.17
          },
          "kind": "callout",
          "text": "Spruce Point has serious concerns about the accuracy of Xylem's financial statements for 2023 and 2022 after identifying two sets of published financials. As a result, we cannot trust the accuracy of Xylem's reported cash.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": null,
            "subkind": {
              "name": "Primary callout",
              "slug": "primary",
              "status": "active",
              "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:43.609+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "524d02ab-f388-4203-9254-4d7a53ad08ac",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.68,
            "w": 0.45,
            "x": 0.05,
            "y": 0.26
          },
          "kind": "image",
          "text": "Financials Filed With SEC (8-K)",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Screenshot",
              "slug": "screenshot",
              "status": "active",
              "canonId": "019de52c-fd87-7509-8391-3d79fb339379",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "screenshot",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:43.609+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "2803fa77-e1fb-4247-b09a-4dcf4a368722",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.68,
            "w": 0.45,
            "x": 0.5,
            "y": 0.26
          },
          "kind": "image",
          "text": "Financials Posted on Xylem's Website",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Screenshot",
              "slug": "screenshot",
              "status": "active",
              "canonId": "019de52c-fd87-7509-8391-3d79fb339379",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "screenshot",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:43.609+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "d1748412-2c33-4979-89dc-156338bb07df",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "Net Cash: $708",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:45+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1ca-46a385e3c0ee",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.5,
            "x": 0.05,
            "y": 0.96
          },
          "kind": "source-note",
          "text": "Source: Xylem Q2 2023 Earnings release and 8-K filing (also see prior year 8-K for revisions)",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:43.609+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "0e301f1c-2782-4e36-8014-c72bd10018da",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.68,
            "x": 0.28,
            "y": 0.03
          },
          "kind": "title",
          "text": "Xylem Recently Exposed Two Sets of Cash Flow Statements. How Can Cash Be Trusted?",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:43.609+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "302211ff-25e1-4211-8b55-6f8e4de63e3e",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [
        {
          "matchId": "1dc3d9b6-3d21-43be-b08d-86c4a16614f6",
          "evidence": "Direct comparison of conflicting financial statements to allege inaccuracy.",
          "framework": null,
          "confidence": 1,
          "extraction": {
            "at": "2026-05-02 20:29:43.609+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 57,
          "frameworkName": "fraud-exposure"
        }
      ],
      "arcBeats": [
        {
          "to": 79,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 9,
          "name": "Expose Contradiction",
          "beatId": "b68955ea-1bea-4271-af69-04b4b38ed3c6",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck presents a series of contradictions and concerns about Xylem's financial reporting, operations, and growth prospects",
          "position": 0,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 82,
          "from": 1,
          "loop": {
            "name": "27_cost_of_inaction",
            "slug": "27-cost-of-inaction",
            "status": "active",
            "bestFor": "Urgent budget requests, compliance, risk mitigation",
            "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
            "description": "Quantify what happens if the audience does nothing",
            "familyLabel": null
          },
          "matchId": "2fa1c508-68a2-4a6b-9e65-5ff630e9c720",
          "evidence": "The deck presents a detailed analysis of the risks and consequences of not taking action on Xylem's challenges",
          "position": 1,
          "objective": "Highlight the risks of not taking action",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.166406+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        },
        {
          "to": 77,
          "from": 6,
          "loop": {
            "name": "41_so_what_cascade",
            "slug": "41-so-what-cascade",
            "status": "active",
            "bestFor": "Data presentations, executive summaries, driving to recommendations",
            "canonId": "019dd956-769f-7208-afbc-f28985c6f4fb",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Data -> So What? (Insight 1) -> So What? (Insight 2) -> So What? (The Action)",
            "description": "Chain insights together, each answering 'so what?' until you reach the actionable conclusion",
            "familyLabel": null
          },
          "matchId": "7d351594-e5d5-4f56-831e-33e1f8bcec2d",
          "evidence": "The deck presents a series of logical and connected arguments to support its thesis",
          "position": 2,
          "objective": "Build a logical case for the thesis",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.207918+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 58,
      "type": "tension",
      "title": "The slide uses red boxes and arrows to highlight the missing line item in the SEC filing compared to the website version.",
      "function": "expose_contradiction",
      "rawType": "expose_contradiction",
      "block": null,
      "metadata": {
        "slideType": "expose_contradiction",
        "slideTypeCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df",
          "version": 1,
          "description": null
        },
        "function": "expose_contradiction",
        "functionCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-171f-776f-887c-73edaff4cf9c",
          "version": 1,
          "description": null
        },
        "density": "balanced",
        "densityScore": 30,
        "componentCount": 5,
        "textChars": 340,
        "nDataPoints": 40,
        "notes": "The slide uses red boxes and arrows to highlight the missing line item in the SEC filing compared to the website version.",
        "elementsJson": [
          "headline_text",
          "callout_box",
          "data_table",
          "screenshot"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 20:29:43.487+00",
          "seconds": 2.449,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622c-750b-8b99-65deaf51fc65/58",
        "deck": "/decks/019dd923-622c-750b-8b99-65deaf51fc65",
        "deckAnchor": "/decks/019dd923-622c-750b-8b99-65deaf51fc65#slide-58",
        "deckJson": "/decks/019dd923-622c-750b-8b99-65deaf51fc65.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.1,
            "w": 0.9,
            "x": 0.05,
            "y": 0.0017
          },
          "kind": "callout",
          "text": "Xylem also presents two sets of balance sheets, with one that cannot possibly balance without debt properly accounted for with short-term liabilities. Assets or equity could also be misstated.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": null,
            "subkind": {
              "name": "Primary callout",
              "slug": "primary",
              "status": "active",
              "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:43.487+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "e344abb4-e671-499b-8dbf-426d5ca1f94e",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.3,
            "x": 0.05,
            "y": 0.95
          },
          "kind": "source-note",
          "text": "Source: Xylem Q2 2023 Earnings release and 8-K filing",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:43.487+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "46a949fe-adfe-4a11-9ef0-1aa6f0b9f03c",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.6,
            "w": 0.45,
            "x": 0.05,
            "y": 0.0026
          },
          "kind": "table",
          "text": "Financials Filed With SEC (8-K)",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Table",
              "slug": "table",
              "status": "active",
              "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28",
              "version": 1,
              "description": "Tabular data layout."
            },
            "tool": null,
            "subkind": {
              "name": "Data table",
              "slug": "data",
              "status": "active",
              "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "data",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:43.487+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "c6f69376-333a-4ea9-b6e8-d546072d8b9f",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.6,
            "w": 0.45,
            "x": 0.5,
            "y": 0.0026
          },
          "kind": "table",
          "text": "Financials Posted on Xylem's Website",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Table",
              "slug": "table",
              "status": "active",
              "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28",
              "version": 1,
              "description": "Tabular data layout."
            },
            "tool": null,
            "subkind": {
              "name": "Data table",
              "slug": "data",
              "status": "active",
              "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "data",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:43.487+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "d1e2f692-18c4-4528-9357-07f1e2b488b2",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.4,
            "x": 0.305,
            "y": 0.05
          },
          "kind": "title",
          "text": "Balance Sheets Don't Balance",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:43.487+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "99dad34c-865f-4723-933f-b401ca11c083",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [
        {
          "matchId": "283cf08a-be1d-4adc-8598-656b5cb99321",
          "evidence": "Highlighting discrepancies in financial reporting to suggest accounting manipulation.",
          "framework": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-05-02 20:29:43.487+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 58,
          "frameworkName": "fraud-exposure"
        }
      ],
      "arcBeats": [
        {
          "to": 79,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 9,
          "name": "Expose Contradiction",
          "beatId": "b68955ea-1bea-4271-af69-04b4b38ed3c6",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck presents a series of contradictions and concerns about Xylem's financial reporting, operations, and growth prospects",
          "position": 0,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 82,
          "from": 1,
          "loop": {
            "name": "27_cost_of_inaction",
            "slug": "27-cost-of-inaction",
            "status": "active",
            "bestFor": "Urgent budget requests, compliance, risk mitigation",
            "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
            "description": "Quantify what happens if the audience does nothing",
            "familyLabel": null
          },
          "matchId": "2fa1c508-68a2-4a6b-9e65-5ff630e9c720",
          "evidence": "The deck presents a detailed analysis of the risks and consequences of not taking action on Xylem's challenges",
          "position": 1,
          "objective": "Highlight the risks of not taking action",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.166406+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        },
        {
          "to": 77,
          "from": 6,
          "loop": {
            "name": "41_so_what_cascade",
            "slug": "41-so-what-cascade",
            "status": "active",
            "bestFor": "Data presentations, executive summaries, driving to recommendations",
            "canonId": "019dd956-769f-7208-afbc-f28985c6f4fb",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Data -> So What? (Insight 1) -> So What? (Insight 2) -> So What? (The Action)",
            "description": "Chain insights together, each answering 'so what?' until you reach the actionable conclusion",
            "familyLabel": null
          },
          "matchId": "7d351594-e5d5-4f56-831e-33e1f8bcec2d",
          "evidence": "The deck presents a series of logical and connected arguments to support its thesis",
          "position": 2,
          "objective": "Build a logical case for the thesis",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.207918+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 59,
      "type": "tension",
      "title": "Uses red boxes and arrows to highlight specific line items (Cash, Short-term borrowings, Long-term debt) that contradict the pro forma claims.",
      "function": "expose_contradiction",
      "rawType": "expose_contradiction",
      "block": null,
      "metadata": {
        "slideType": "expose_contradiction",
        "slideTypeCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df",
          "version": 1,
          "description": null
        },
        "function": "expose_contradiction",
        "functionCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-171f-776f-887c-73edaff4cf9c",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 52,
        "componentCount": 7,
        "textChars": 571,
        "nDataPoints": 12,
        "notes": "Uses red boxes and arrows to highlight specific line items (Cash, Short-term borrowings, Long-term debt) that contradict the pro forma claims.",
        "elementsJson": [
          "headline_text",
          "paragraph",
          "data_table",
          "footnote"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 20:29:47.525+00",
          "seconds": 6.482,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622c-750b-8b99-65deaf51fc65/59",
        "deck": "/decks/019dd923-622c-750b-8b99-65deaf51fc65",
        "deckAnchor": "/decks/019dd923-622c-750b-8b99-65deaf51fc65#slide-59",
        "deckJson": "/decks/019dd923-622c-750b-8b99-65deaf51fc65.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.08,
            "w": 0.96,
            "x": 0.02,
            "y": 0.17
          },
          "kind": "callout",
          "text": "Xylem portrayed its ability to retire Evoqua’s debt and pay transaction costs with available cash from Evoqua and existing cash on its balance sheet. Total debt was illustrated to be $2.0 billion. However, in reality Xylem’s current debt rose over $500 million and it quickly filed a shelf registration the day after its Q2 2023 earnings call.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": null,
            "subkind": {
              "name": "Primary callout",
              "slug": "primary",
              "status": "active",
              "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:47.525+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "d75e9704-b192-4b98-b441-0b718afbea68",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "Total debt: $500 million",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:45+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1ca-b609e9e6b70c",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.25,
            "x": 0.51,
            "y": 0.87
          },
          "kind": "source-note",
          "text": "Source: Xylem Q2 2023 Earnings Release",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:47.525+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "016a0309-d011-4136-ba79-13bdb3b38f1b",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.25,
            "x": 0.02,
            "y": 0.95
          },
          "kind": "source-note",
          "text": "Source: Xylem / Evoqua Proxy Statement",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:47.525+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "e15a154c-c47b-4629-a723-2c0629636d90",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.55,
            "w": 0.48,
            "x": 0.02,
            "y": 0.29
          },
          "kind": "table",
          "text": "Pro Forma Balance Sheet",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Table",
              "slug": "table",
              "status": "active",
              "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28",
              "version": 1,
              "description": "Tabular data layout."
            },
            "tool": null,
            "subkind": {
              "name": "Data table",
              "slug": "data",
              "status": "active",
              "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "data",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:47.525+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "63d6a500-b6ad-4540-bacd-1c3f65cc56dc",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.55,
            "w": 0.47,
            "x": 0.51,
            "y": 0.29
          },
          "kind": "table",
          "text": "Actual Balance Sheet Post Closing",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Table",
              "slug": "table",
              "status": "active",
              "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28",
              "version": 1,
              "description": "Tabular data layout."
            },
            "tool": null,
            "subkind": {
              "name": "Data table",
              "slug": "data",
              "status": "active",
              "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "data",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:47.525+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "ed7018a4-a1f5-434c-9122-10317f2fd0f2",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.06,
            "w": 0.68,
            "x": 0.28,
            "y": 0.03
          },
          "kind": "title",
          "text": "Xylem Inaccurately Described How It Would Finance The Evoqua Transaction",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:47.525+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "f1b8dfd6-f62b-49bd-ab6a-d28e841de4f9",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [
        {
          "matchId": "5846369f-3c80-4f34-bc08-b048707eb0a8",
          "evidence": "Contrasting company claims with actual financial filings to expose misrepresentation.",
          "framework": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-05-02 20:29:47.525+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 59,
          "frameworkName": "fraud-exposure"
        }
      ],
      "arcBeats": [
        {
          "to": 79,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 9,
          "name": "Expose Contradiction",
          "beatId": "b68955ea-1bea-4271-af69-04b4b38ed3c6",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck presents a series of contradictions and concerns about Xylem's financial reporting, operations, and growth prospects",
          "position": 0,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 82,
          "from": 1,
          "loop": {
            "name": "27_cost_of_inaction",
            "slug": "27-cost-of-inaction",
            "status": "active",
            "bestFor": "Urgent budget requests, compliance, risk mitigation",
            "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
            "description": "Quantify what happens if the audience does nothing",
            "familyLabel": null
          },
          "matchId": "2fa1c508-68a2-4a6b-9e65-5ff630e9c720",
          "evidence": "The deck presents a detailed analysis of the risks and consequences of not taking action on Xylem's challenges",
          "position": 1,
          "objective": "Highlight the risks of not taking action",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.166406+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        },
        {
          "to": 77,
          "from": 6,
          "loop": {
            "name": "41_so_what_cascade",
            "slug": "41-so-what-cascade",
            "status": "active",
            "bestFor": "Data presentations, executive summaries, driving to recommendations",
            "canonId": "019dd956-769f-7208-afbc-f28985c6f4fb",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Data -> So What? (Insight 1) -> So What? (Insight 2) -> So What? (The Action)",
            "description": "Chain insights together, each answering 'so what?' until you reach the actionable conclusion",
            "familyLabel": null
          },
          "matchId": "7d351594-e5d5-4f56-831e-33e1f8bcec2d",
          "evidence": "The deck presents a series of logical and connected arguments to support its thesis",
          "position": 2,
          "objective": "Build a logical case for the thesis",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.207918+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 60,
      "type": "tension",
      "title": "Uses two waterfall charts to decompose margin changes for Q1 and Q2 2023, annotated with red boxes to highlight negative performance indicators.",
      "function": "expose_contradiction",
      "rawType": "expose_contradiction",
      "block": null,
      "metadata": {
        "slideType": "expose_contradiction",
        "slideTypeCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df",
          "version": 1,
          "description": null
        },
        "function": "expose_contradiction",
        "functionCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-171f-776f-887c-73edaff4cf9c",
          "version": 1,
          "description": null
        },
        "density": "overcrowded",
        "densityScore": 76,
        "componentCount": 10,
        "textChars": 753,
        "nDataPoints": 24,
        "notes": "Uses two waterfall charts to decompose margin changes for Q1 and Q2 2023, annotated with red boxes to highlight negative performance indicators.",
        "elementsJson": [
          "headline_text",
          "paragraph",
          "waterfall_chart",
          "callout_box",
          "footnote"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 20:29:48.975+00",
          "seconds": 7.889,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622c-750b-8b99-65deaf51fc65/60",
        "deck": "/decks/019dd923-622c-750b-8b99-65deaf51fc65",
        "deckAnchor": "/decks/019dd923-622c-750b-8b99-65deaf51fc65#slide-60",
        "deckJson": "/decks/019dd923-622c-750b-8b99-65deaf51fc65.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.08,
            "w": 0.22,
            "x": 0.42,
            "y": 0.68
          },
          "kind": "callout",
          "text": "Two Quarter With Volumes And Organic Orders!",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": null,
            "subkind": {
              "name": "Primary callout",
              "slug": "primary",
              "status": "active",
              "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:48.975+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "3c648325-85a1-4e3a-bc09-6d52a2503666",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.16,
            "x": 0.82,
            "y": 0.41
          },
          "kind": "callout",
          "text": "Supply Chain Stop Improving?",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": null,
            "subkind": {
              "name": "Primary callout",
              "slug": "primary",
              "status": "active",
              "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:48.975+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "7cda2db9-e772-4348-9457-bba317aa8024",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.12,
            "w": 0.17,
            "x": 0.82,
            "y": 0.73
          },
          "kind": "callout",
          "text": "$7.5bn deal and only 50bps margin benefit with a $0.04c EPS hit doesn't look great",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": null,
            "subkind": {
              "name": "Primary callout",
              "slug": "primary",
              "status": "active",
              "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:48.975+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "bd5fdb62-c1cd-453c-977f-069c8c07e234",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "callout",
          "text": "In our view, Xylem's financial performance is abysmal and did not improve at all with Evoqua. In fact, we observe that volumes and organic orders have declined for two consecutive quarters.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:45+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1ca-81a16f49dac6",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.25,
            "w": 0.58,
            "x": 0.22,
            "y": 0.32
          },
          "kind": "chart",
          "text": "Q1 2023 Adjusted EBITDA Margin Waterfall",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Chart",
              "slug": "chart",
              "status": "active",
              "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8",
              "version": 1,
              "description": "Quantitative chart."
            },
            "tool": null,
            "subkind": {
              "name": "Waterfall bridge / value bridge",
              "slug": "waterfall-bridge",
              "status": "active",
              "canonId": "019de52d-0055-7469-ba67-a7f7a327dec1",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "waterfall-bridge",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:48.975+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "c3fd794e-9e67-47f5-bd9d-dc18af8cd744",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.25,
            "w": 0.58,
            "x": 0.22,
            "y": 0.65
          },
          "kind": "chart",
          "text": "Q2 2023 Adjusted EBITDA Margin Waterfall",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Chart",
              "slug": "chart",
              "status": "active",
              "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8",
              "version": 1,
              "description": "Quantitative chart."
            },
            "tool": null,
            "subkind": {
              "name": "Waterfall bridge / value bridge",
              "slug": "waterfall-bridge",
              "status": "active",
              "canonId": "019de52d-0055-7469-ba67-a7f7a327dec1",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "waterfall-bridge",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:48.975+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "d7d379cb-b2d6-46df-b108-453cee8c81df",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "Adjusted EBITDA Margin: 1.0%",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:45+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1ca-875fa849e0f5",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.07,
            "w": 0.96,
            "x": 0.02,
            "y": 0.18
          },
          "kind": "paragraph",
          "text": "In our view, Xylem's financial performance is abysmal and did not improve at all with Evoqua. In fact, we observe that volumes and organic orders have declined for two consecutive quarters.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:48.975+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "0fdfe131-35bb-4561-b9ba-8306cc399e58",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.18,
            "x": 0.01,
            "y": 0.97
          },
          "kind": "source-note",
          "text": "Source: Earnings Presentations",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:48.975+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "d212a78e-48a5-43f8-8d85-7268f8f0a4a9",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.68,
            "x": 0.29,
            "y": 0.03
          },
          "kind": "title",
          "text": "Despite The Evoqua Addition, We Believe Xylem's Past Two Quarters Have Been Abysmal",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:48.975+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "022b2a81-aad9-4eaf-b2d1-cdb66d0c488e",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "Waterfall / value bridge",
            "slug": "waterfall-bridge",
            "status": "active",
            "bestFor": null,
            "canonId": "019de52d-19c5-727e-8889-b0b361655fca",
            "version": 1,
            "bodyDocId": null,
            "description": null,
            "familyLabel": null,
            "categoryName": null,
            "categorySlug": null
          },
          "agent": null,
          "layer": "slide",
          "agents": null,
          "matchId": "32b6e5f5-a61d-4234-af6c-2f22c98ea8a0",
          "evidence": "The slide features a waterfall chart showing the adjusted EBITDA margin for Q1 2023 and Q2 2023.",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.8,
          "extraction": {
            "at": "2026-07-16 23:05:42.267086+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 60,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "frameworks": [
        {
          "matchId": "67c9bd50-2cf4-4b57-b85f-45b49ea43a7e",
          "evidence": "Highlighting discrepancies between company narrative and financial reality",
          "framework": null,
          "confidence": 0.85,
          "extraction": {
            "at": "2026-05-02 20:29:48.975+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 60,
          "frameworkName": "fraud-exposure"
        }
      ],
      "arcBeats": [
        {
          "to": 79,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 9,
          "name": "Expose Contradiction",
          "beatId": "b68955ea-1bea-4271-af69-04b4b38ed3c6",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck presents a series of contradictions and concerns about Xylem's financial reporting, operations, and growth prospects",
          "position": 0,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 82,
          "from": 1,
          "loop": {
            "name": "27_cost_of_inaction",
            "slug": "27-cost-of-inaction",
            "status": "active",
            "bestFor": "Urgent budget requests, compliance, risk mitigation",
            "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
            "description": "Quantify what happens if the audience does nothing",
            "familyLabel": null
          },
          "matchId": "2fa1c508-68a2-4a6b-9e65-5ff630e9c720",
          "evidence": "The deck presents a detailed analysis of the risks and consequences of not taking action on Xylem's challenges",
          "position": 1,
          "objective": "Highlight the risks of not taking action",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.166406+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        },
        {
          "to": 77,
          "from": 6,
          "loop": {
            "name": "41_so_what_cascade",
            "slug": "41-so-what-cascade",
            "status": "active",
            "bestFor": "Data presentations, executive summaries, driving to recommendations",
            "canonId": "019dd956-769f-7208-afbc-f28985c6f4fb",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Data -> So What? (Insight 1) -> So What? (Insight 2) -> So What? (The Action)",
            "description": "Chain insights together, each answering 'so what?' until you reach the actionable conclusion",
            "familyLabel": null
          },
          "matchId": "7d351594-e5d5-4f56-831e-33e1f8bcec2d",
          "evidence": "The deck presents a series of logical and connected arguments to support its thesis",
          "position": 2,
          "objective": "Build a logical case for the thesis",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.207918+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 61,
      "type": "tension",
      "title": "Highlights the contrast between detailed Q1 reporting and vague Q2 reporting post-acquisition.",
      "function": "expose_contradiction",
      "rawType": "expose_contradiction",
      "block": null,
      "metadata": {
        "slideType": "expose_contradiction",
        "slideTypeCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df",
          "version": 1,
          "description": null
        },
        "function": "expose_contradiction",
        "functionCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-171f-776f-887c-73edaff4cf9c",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 52,
        "componentCount": 6,
        "textChars": 908,
        "nDataPoints": 10,
        "notes": "Highlights the contrast between detailed Q1 reporting and vague Q2 reporting post-acquisition.",
        "elementsJson": [
          "headline_text",
          "callout_box",
          "comparison_table",
          "footnote"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 20:29:44.346+00",
          "seconds": 3.202,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622c-750b-8b99-65deaf51fc65/61",
        "deck": "/decks/019dd923-622c-750b-8b99-65deaf51fc65",
        "deckAnchor": "/decks/019dd923-622c-750b-8b99-65deaf51fc65#slide-61",
        "deckJson": "/decks/019dd923-622c-750b-8b99-65deaf51fc65.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.12,
            "w": 0.98,
            "x": 0.01,
            "y": 0.17
          },
          "kind": "callout",
          "text": "Xylem's financial reporting has become even more opaque specifically around gross margins. Notice carefully that, not only does Xylem not quantify the impact of the Evoqua acquisition on its gross margin, but also it provides no quantitative measures of any impacts at all. This is a back track of previous enhanced disclosures that were provided after Xylem received an SEC Comment Letter a year earlier.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": null,
            "subkind": {
              "name": "Primary callout",
              "slug": "primary",
              "status": "active",
              "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:44.346+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "9584b6ae-e984-455b-a3b8-4ae75ef75f85",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "callout",
          "text": "Xylem's financial reporting has become even more opaque specifically around gross margins. Notice carefully that, not only does Xylem not quantify the impact of the Evoqua acquisition on its gross margin, but also it provides no quantitative measures of any impacts at all.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:45+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1cb-09249eed0ab0",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "gross margin",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:45+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1cb-0f9c6e5f43b7",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.3,
            "x": 0.01,
            "y": 0.97
          },
          "kind": "source-note",
          "text": "Source: Q1 and Q2 10-Q's and SEC Comment Letter",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:44.346+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "1711e9fe-baf6-48d4-86d2-a81e4dbbd251",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.6,
            "w": 0.98,
            "x": 0.01,
            "y": 0.32
          },
          "kind": "table",
          "text": "Comparison of Q1 2023 (detailed) vs Q2 2023 (vague) gross margin disclosures.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Table",
              "slug": "table",
              "status": "active",
              "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28",
              "version": 1,
              "description": "Tabular data layout."
            },
            "tool": null,
            "subkind": {
              "name": "Data table",
              "slug": "data",
              "status": "active",
              "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "data",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:44.346+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "9df17dd6-e46c-428b-8ab1-2d15d7549efd",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.7,
            "x": 0.28,
            "y": 0.03
          },
          "kind": "title",
          "text": "Xylem's Gross Margin Discussion Backtracks From Previous Enhanced Disclosure Post SEC Comments",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:44.346+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "c3a083c8-0f70-46d6-b81a-d85e3d267ba9",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [
        {
          "matchId": "f666aed0-f21c-426f-a6c7-1c1709e5d1b7",
          "evidence": "Contrasts previous detailed disclosure with current opaque reporting.",
          "framework": null,
          "confidence": 0.8,
          "extraction": {
            "at": "2026-05-02 20:29:44.346+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 61,
          "frameworkName": "ceo-quote-contradiction"
        }
      ],
      "arcBeats": [
        {
          "to": 79,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 9,
          "name": "Expose Contradiction",
          "beatId": "b68955ea-1bea-4271-af69-04b4b38ed3c6",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck presents a series of contradictions and concerns about Xylem's financial reporting, operations, and growth prospects",
          "position": 0,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 82,
          "from": 1,
          "loop": {
            "name": "27_cost_of_inaction",
            "slug": "27-cost-of-inaction",
            "status": "active",
            "bestFor": "Urgent budget requests, compliance, risk mitigation",
            "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
            "description": "Quantify what happens if the audience does nothing",
            "familyLabel": null
          },
          "matchId": "2fa1c508-68a2-4a6b-9e65-5ff630e9c720",
          "evidence": "The deck presents a detailed analysis of the risks and consequences of not taking action on Xylem's challenges",
          "position": 1,
          "objective": "Highlight the risks of not taking action",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.166406+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        },
        {
          "to": 77,
          "from": 6,
          "loop": {
            "name": "41_so_what_cascade",
            "slug": "41-so-what-cascade",
            "status": "active",
            "bestFor": "Data presentations, executive summaries, driving to recommendations",
            "canonId": "019dd956-769f-7208-afbc-f28985c6f4fb",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Data -> So What? (Insight 1) -> So What? (Insight 2) -> So What? (The Action)",
            "description": "Chain insights together, each answering 'so what?' until you reach the actionable conclusion",
            "familyLabel": null
          },
          "matchId": "7d351594-e5d5-4f56-831e-33e1f8bcec2d",
          "evidence": "The deck presents a series of logical and connected arguments to support its thesis",
          "position": 2,
          "objective": "Build a logical case for the thesis",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.207918+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 62,
      "type": "tension",
      "title": "Uses a red arrow to visually connect the calculated full-quarter estimate to the market estimate table.",
      "function": "expose_contradiction",
      "rawType": "expose_contradiction",
      "block": null,
      "metadata": {
        "slideType": "expose_contradiction",
        "slideTypeCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df",
          "version": 1,
          "description": null
        },
        "function": "expose_contradiction",
        "functionCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-171f-776f-887c-73edaff4cf9c",
          "version": 1,
          "description": null
        },
        "density": "overcrowded",
        "densityScore": 83,
        "componentCount": 9,
        "textChars": 1241,
        "nDataPoints": 18,
        "notes": "Uses a red arrow to visually connect the calculated full-quarter estimate to the market estimate table.",
        "elementsJson": [
          "headline_text",
          "callout_box",
          "data_table",
          "comparison_table",
          "footnote"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 20:29:44.808+00",
          "seconds": 3.373,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622c-750b-8b99-65deaf51fc65/62",
        "deck": "/decks/019dd923-622c-750b-8b99-65deaf51fc65",
        "deckAnchor": "/decks/019dd923-622c-750b-8b99-65deaf51fc65#slide-62",
        "deckJson": "/decks/019dd923-622c-750b-8b99-65deaf51fc65.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.08,
            "w": 0.96,
            "x": 0.02,
            "y": 0.17
          },
          "kind": "callout",
          "text": "Spruce Point estimates that Evoqua's run rate revenue for the quarter would have severely missed Street estimates by ~8%. In addition, Evoqua contributed a $49 million pre-tax loss. This bolsters our contention that the business was under severe pressure before being sold to Xylem.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": null,
            "subkind": {
              "name": "Primary callout",
              "slug": "primary",
              "status": "active",
              "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:44.808+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "4722d5e5-c3a1-4053-aaca-860dae2805b7",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "callout",
          "text": "Spruce Point estimates that Evoqua’s run rate revenue for the quarter would have severely missed Street estimates by ~8%. In addition, Evoqua contributed a $49 million pre-tax loss.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:45+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1ca-e96a360f94b3",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "revenue shortfall: -7.8%",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:45+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1ca-f18d9a1c8f94",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.07,
            "w": 0.83,
            "x": 0.15,
            "y": 0.29
          },
          "kind": "paragraph",
          "text": "The amounts of sales and net loss from continuing operations before income taxes of Evoqua since the acquisition date included in the Consolidated Income Statement for the three and six months ended June 30, 2023 are $178 million and $49 million, respectively.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:44.808+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "7fe0f827-c9d8-455a-93f0-8d709103dd0d",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "quote",
          "text": "The amounts of sales and net loss from continuing operations before income taxes of Evoqua since the acquisition date included in the Consolidated Income Statement for the three and six months ended June 30, 2023 are $178 million and $49 million, respectively.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Quote",
              "slug": "quote",
              "status": "active",
              "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a",
              "version": 1,
              "description": "Pull quote or testimonial."
            },
            "tool": {
              "name": "Authority citation",
              "slug": "authority-citation",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-49ae-7557-89ad-3fca70469b45",
              "version": 1,
              "bodyDocId": null,
              "description": "Quoting an authority figure, study, or precedent to lend weight.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:45+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1ca-ec6986d4ed3a",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.5,
            "x": 0.02,
            "y": 0.96
          },
          "kind": "source-note",
          "text": "Source: Q3 2023 Earnings and Bloomberg Evoqua Consensus Estimates Pre-Acquisition",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:44.808+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "51d26479-f79c-466f-a305-97f5eba7ede2",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.48,
            "w": 0.37,
            "x": 0.61,
            "y": 0.41
          },
          "kind": "table",
          "text": "Evoqua Q3 2023 Revenue Estimates",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Table",
              "slug": "table",
              "status": "active",
              "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28",
              "version": 1,
              "description": "Tabular data layout."
            },
            "tool": null,
            "subkind": {
              "name": "Data table",
              "slug": "data",
              "status": "active",
              "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "data",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:44.808+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "72f139ef-0604-4183-b243-2c68b11c49be",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.48,
            "w": 0.58,
            "x": 0.02,
            "y": 0.41
          },
          "kind": "table",
          "text": "Evoqua Sales Contribution To Xylem vs. Evoqua Estimates",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Table",
              "slug": "table",
              "status": "active",
              "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28",
              "version": 1,
              "description": "Tabular data layout."
            },
            "tool": null,
            "subkind": {
              "name": "Data table",
              "slug": "data",
              "status": "active",
              "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "data",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:44.808+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "d7453afe-cde7-42a6-a756-3d4c896a29cd",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.06,
            "w": 0.65,
            "x": 0.305,
            "y": 0.03
          },
          "kind": "title",
          "text": "Evoqua's Revenue Appears To Have Fallen Well Short of Expectations",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:44.808+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "4a08e3e2-4474-4beb-836b-f9d59d81725d",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [
        {
          "matchId": "a5df9235-7f16-4f7f-bfa2-e8a0bccfbb1f",
          "evidence": "Uses financial data to expose a contradiction between company performance and market expectations.",
          "framework": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-05-02 20:29:44.808+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 62,
          "frameworkName": "fraud-exposure"
        }
      ],
      "arcBeats": [
        {
          "to": 79,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 9,
          "name": "Expose Contradiction",
          "beatId": "b68955ea-1bea-4271-af69-04b4b38ed3c6",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck presents a series of contradictions and concerns about Xylem's financial reporting, operations, and growth prospects",
          "position": 0,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 82,
          "from": 1,
          "loop": {
            "name": "27_cost_of_inaction",
            "slug": "27-cost-of-inaction",
            "status": "active",
            "bestFor": "Urgent budget requests, compliance, risk mitigation",
            "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
            "description": "Quantify what happens if the audience does nothing",
            "familyLabel": null
          },
          "matchId": "2fa1c508-68a2-4a6b-9e65-5ff630e9c720",
          "evidence": "The deck presents a detailed analysis of the risks and consequences of not taking action on Xylem's challenges",
          "position": 1,
          "objective": "Highlight the risks of not taking action",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.166406+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        },
        {
          "to": 77,
          "from": 6,
          "loop": {
            "name": "41_so_what_cascade",
            "slug": "41-so-what-cascade",
            "status": "active",
            "bestFor": "Data presentations, executive summaries, driving to recommendations",
            "canonId": "019dd956-769f-7208-afbc-f28985c6f4fb",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Data -> So What? (Insight 1) -> So What? (Insight 2) -> So What? (The Action)",
            "description": "Chain insights together, each answering 'so what?' until you reach the actionable conclusion",
            "familyLabel": null
          },
          "matchId": "7d351594-e5d5-4f56-831e-33e1f8bcec2d",
          "evidence": "The deck presents a series of logical and connected arguments to support its thesis",
          "position": 2,
          "objective": "Build a logical case for the thesis",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.207918+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 63,
      "type": "tension",
      "title": "Uses red boxes to highlight specific financial figures and the 'No Guidance?' conclusion.",
      "function": "expose_contradiction",
      "rawType": "expose_contradiction",
      "block": null,
      "metadata": {
        "slideType": "expose_contradiction",
        "slideTypeCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df",
          "version": 1,
          "description": null
        },
        "function": "expose_contradiction",
        "functionCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-171f-776f-887c-73edaff4cf9c",
          "version": 1,
          "description": null
        },
        "density": "overcrowded",
        "densityScore": 86,
        "componentCount": 9,
        "textChars": 1596,
        "nDataPoints": 12,
        "notes": "Uses red boxes to highlight specific financial figures and the 'No Guidance?' conclusion.",
        "elementsJson": [
          "headline_text",
          "callout_box",
          "quote_block",
          "comparison_table",
          "data_table"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 20:29:44.838+00",
          "seconds": 3.379,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622c-750b-8b99-65deaf51fc65/63",
        "deck": "/decks/019dd923-622c-750b-8b99-65deaf51fc65",
        "deckAnchor": "/decks/019dd923-622c-750b-8b99-65deaf51fc65#slide-63",
        "deckJson": "/decks/019dd923-622c-750b-8b99-65deaf51fc65.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.06,
            "w": 0.13,
            "x": 0.36,
            "y": 0.91
          },
          "kind": "callout",
          "text": "No Guidance?",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": null,
            "subkind": {
              "name": "Primary callout",
              "slug": "primary",
              "status": "active",
              "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:44.838+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "07d2a864-d2f8-4bb9-8e6f-ce683a59a88b",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "callout",
          "text": "Taken as a whole, we believe this segment will be highly problematic for Evoqua.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:45+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1ca-ccb06bd3fe3e",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "special charges: $25 million",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:45+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1ca-d74631a74b8a",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.14,
            "w": 0.98,
            "x": 0.01,
            "y": 0.18
          },
          "kind": "paragraph",
          "text": "Xylem's Integrated Solutions & Services segment is inherited from Evoqua. While management describes it as attractive with 75% recurring revenue, it is unable to provide any organic revenue guidance. Why? Despite having revenues of just $125 million in Q2 (making it by far the smallest segment), it absorbed a significant amount of special, restructuring, realignment, accounting an intangible amortization expenses totaling $25 million (20% of revenues). Taken as a whole, we believe this segment will be highly problematic for Evoqua.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:44.838+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "fffb5773-3759-4c1f-bab1-0893417f68b7",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.38,
            "x": 0.1,
            "y": 0.44
          },
          "kind": "quote",
          "text": "ISS is a leading North American water treatment solution and services provider that brings access to a durable and highly recurring revenue stream as well as a diverse and attractive industrial verticals. With approximately 75% recurring revenue, ISS is known for dependability and bringing mission-critical water treatment expertise to our customers.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Quote",
              "slug": "quote",
              "status": "active",
              "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a",
              "version": 1,
              "description": "Pull quote or testimonial."
            },
            "tool": null,
            "subkind": {
              "name": "Pull quote",
              "slug": "pull-quote",
              "status": "active",
              "canonId": "019de52c-fbf9-76fe-97e1-a0b7540445c9",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "pull-quote",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:44.838+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "9a25112f-c4df-4bbe-a831-5ba316fa3578",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "quote",
          "text": "ISS is a leading North American water treatment solution and services provider that brings access to a durable and highly recurring revenue stream as well as a diverse and attractive industrial verticals. With approximately 75% recurring revenue, ISS is known for dependability and bringing mission-critical water treatment expertise to our customers. — CFO Rowland Q2 2023",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Quote",
              "slug": "quote",
              "status": "active",
              "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a",
              "version": 1,
              "description": "Pull quote or testimonial."
            },
            "tool": {
              "name": "Authority citation",
              "slug": "authority-citation",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-49ae-7557-89ad-3fca70469b45",
              "version": 1,
              "bodyDocId": null,
              "description": "Quoting an authority figure, study, or precedent to lend weight.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:45+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1ca-d042c94fd145",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.22,
            "w": 0.49,
            "x": 0.01,
            "y": 0.68
          },
          "kind": "table",
          "text": "Organic Revenue By Segment table showing N/A for ISS guidance",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Table",
              "slug": "table",
              "status": "active",
              "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28",
              "version": 1,
              "description": "Tabular data layout."
            },
            "tool": null,
            "subkind": {
              "name": "Data table",
              "slug": "data",
              "status": "active",
              "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "data",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:44.838+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "45f60bc8-2cf1-42da-911e-303b3d6c30df",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.51,
            "w": 0.48,
            "x": 0.51,
            "y": 0.41
          },
          "kind": "table",
          "text": "Charges By Segment table showing Special Charges, Restructuring, and Amortization",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Table",
              "slug": "table",
              "status": "active",
              "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28",
              "version": 1,
              "description": "Tabular data layout."
            },
            "tool": null,
            "subkind": {
              "name": "Data table",
              "slug": "data",
              "status": "active",
              "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "data",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:44.838+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "98c2277c-ceb3-4fa2-9cfa-bfeaffcb1997",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.65,
            "x": 0.305,
            "y": 0.03
          },
          "kind": "title",
          "text": "New ISS Segment Inherited From Evoqua Looks Injured And In Need Of Repair",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:44.838+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "8028307d-680b-49c6-b50f-eda4b91ad5fb",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [
        {
          "matchId": "33a0c124-efae-478d-81f6-8664d9dfe977",
          "evidence": "Contrasts CFO quote with financial data showing lack of guidance and high costs.",
          "framework": null,
          "confidence": 0.95,
          "extraction": {
            "at": "2026-05-02 20:29:44.838+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 63,
          "frameworkName": "ceo-quote-contradiction"
        }
      ],
      "arcBeats": [
        {
          "to": 79,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 9,
          "name": "Expose Contradiction",
          "beatId": "b68955ea-1bea-4271-af69-04b4b38ed3c6",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck presents a series of contradictions and concerns about Xylem's financial reporting, operations, and growth prospects",
          "position": 0,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 82,
          "from": 1,
          "loop": {
            "name": "27_cost_of_inaction",
            "slug": "27-cost-of-inaction",
            "status": "active",
            "bestFor": "Urgent budget requests, compliance, risk mitigation",
            "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
            "description": "Quantify what happens if the audience does nothing",
            "familyLabel": null
          },
          "matchId": "2fa1c508-68a2-4a6b-9e65-5ff630e9c720",
          "evidence": "The deck presents a detailed analysis of the risks and consequences of not taking action on Xylem's challenges",
          "position": 1,
          "objective": "Highlight the risks of not taking action",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.166406+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        },
        {
          "to": 77,
          "from": 6,
          "loop": {
            "name": "41_so_what_cascade",
            "slug": "41-so-what-cascade",
            "status": "active",
            "bestFor": "Data presentations, executive summaries, driving to recommendations",
            "canonId": "019dd956-769f-7208-afbc-f28985c6f4fb",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Data -> So What? (Insight 1) -> So What? (Insight 2) -> So What? (The Action)",
            "description": "Chain insights together, each answering 'so what?' until you reach the actionable conclusion",
            "familyLabel": null
          },
          "matchId": "7d351594-e5d5-4f56-831e-33e1f8bcec2d",
          "evidence": "The deck presents a series of logical and connected arguments to support its thesis",
          "position": 2,
          "objective": "Build a logical case for the thesis",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.207918+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 64,
      "type": "tension",
      "title": "The slide uses red boxes and callouts to highlight specific line items in a financial table that the author deems questionable.",
      "function": "expose_contradiction",
      "rawType": "expose_contradiction",
      "block": null,
      "metadata": {
        "slideType": "expose_contradiction",
        "slideTypeCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df",
          "version": 1,
          "description": null
        },
        "function": "expose_contradiction",
        "functionCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-171f-776f-887c-73edaff4cf9c",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 73,
        "componentCount": 9,
        "textChars": 764,
        "nDataPoints": 36,
        "notes": "The slide uses red boxes and callouts to highlight specific line items in a financial table that the author deems questionable.",
        "elementsJson": [
          "headline_text",
          "paragraph",
          "data_table",
          "callout_box"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 20:29:45.154+00",
          "seconds": 3.685,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622c-750b-8b99-65deaf51fc65/64",
        "deck": "/decks/019dd923-622c-750b-8b99-65deaf51fc65",
        "deckAnchor": "/decks/019dd923-622c-750b-8b99-65deaf51fc65#slide-64",
        "deckJson": "/decks/019dd923-622c-750b-8b99-65deaf51fc65.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.1,
            "w": 0.24,
            "x": 0.25,
            "y": 0.87
          },
          "kind": "callout",
          "text": "We can't find any other public company passing this off as a one-time item",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": null,
            "subkind": {
              "name": "Primary callout",
              "slug": "primary",
              "status": "active",
              "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:45.154+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "2a1e53a8-7092-4627-b01a-bb2d14b7fb54",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.1,
            "w": 0.24,
            "x": 0.5,
            "y": 0.87
          },
          "kind": "callout",
          "text": "Yeah right! Since when is an investment adjusted out of free cash flow?",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": null,
            "subkind": {
              "name": "Primary callout",
              "slug": "primary",
              "status": "active",
              "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:45.154+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "382be26d-4b8f-4bf6-b6cc-bc87062c2cf7",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.06,
            "w": 0.22,
            "x": 0.54,
            "y": 0.65
          },
          "kind": "callout",
          "text": "Cash inflow from capex? A first in our lifetime!",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": null,
            "subkind": {
              "name": "Primary callout",
              "slug": "primary",
              "status": "active",
              "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:45.154+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "408233ec-0c31-4237-9969-258bd98df73c",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.1,
            "w": 0.24,
            "x": 0.75,
            "y": 0.87
          },
          "kind": "callout",
          "text": "Include special charges that should be tax-adjusted since cash flow is after-tax?",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": null,
            "subkind": {
              "name": "Primary callout",
              "slug": "primary",
              "status": "active",
              "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:45.154+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "da63e178-4e02-408f-9cab-28ed7f8702d8",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "Adjusted Free Cash Flow",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:46+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1cb-6412e52d44e4",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.12,
            "w": 0.9,
            "x": 0.05,
            "y": 0.18
          },
          "kind": "paragraph",
          "text": "Spruce Point is not buying what Xylem is selling as it relates to its \"Adjusted Free Cash Flow.\" We find that Xylem uses multiple unique and aggressive measures to project an aura of growing cash flow.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:45.154+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "c5546aee-97e5-41c7-abb1-6ad31e4f0e42",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.2,
            "x": 0.05,
            "y": 0.97
          },
          "kind": "source-note",
          "text": "Source: Q2 2023 Earnings Presentation",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:45.154+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "dd24742f-88f9-49b6-bf2a-872a9a68e5fb",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.48,
            "w": 0.9,
            "x": 0.05,
            "y": 0.36
          },
          "kind": "table",
          "text": "Xylem Inc. Non-GAAP Reconciliation table showing Net Cash from Operating Activities, CapEx, and adjustments to reach Adjusted Free Cash Flow.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Table",
              "slug": "table",
              "status": "active",
              "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28",
              "version": 1,
              "description": "Tabular data layout."
            },
            "tool": null,
            "subkind": {
              "name": "Data table",
              "slug": "data",
              "status": "active",
              "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "data",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:45.154+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "88e977d8-7e33-4eca-b34e-18b72b6aaf88",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.7,
            "x": 0.28,
            "y": 0.03
          },
          "kind": "title",
          "text": "Aggressive And Inappropriate Adjustments Made To Convince Investors Cash Flow Is Growing",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:45.154+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "eb9a1da7-0ea5-41f7-aa5a-d29d3383cdf4",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [
        {
          "matchId": "1d76297b-b9e6-4bb7-8455-9b2ebb0a7c6a",
          "evidence": "The slide explicitly identifies and critiques specific accounting adjustments to expose potential manipulation.",
          "framework": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-05-02 20:29:45.154+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 64,
          "frameworkName": "fraud-exposure"
        }
      ],
      "arcBeats": [
        {
          "to": 79,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 9,
          "name": "Expose Contradiction",
          "beatId": "b68955ea-1bea-4271-af69-04b4b38ed3c6",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck presents a series of contradictions and concerns about Xylem's financial reporting, operations, and growth prospects",
          "position": 0,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 82,
          "from": 1,
          "loop": {
            "name": "27_cost_of_inaction",
            "slug": "27-cost-of-inaction",
            "status": "active",
            "bestFor": "Urgent budget requests, compliance, risk mitigation",
            "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
            "description": "Quantify what happens if the audience does nothing",
            "familyLabel": null
          },
          "matchId": "2fa1c508-68a2-4a6b-9e65-5ff630e9c720",
          "evidence": "The deck presents a detailed analysis of the risks and consequences of not taking action on Xylem's challenges",
          "position": 1,
          "objective": "Highlight the risks of not taking action",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.166406+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        },
        {
          "to": 77,
          "from": 6,
          "loop": {
            "name": "41_so_what_cascade",
            "slug": "41-so-what-cascade",
            "status": "active",
            "bestFor": "Data presentations, executive summaries, driving to recommendations",
            "canonId": "019dd956-769f-7208-afbc-f28985c6f4fb",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Data -> So What? (Insight 1) -> So What? (Insight 2) -> So What? (The Action)",
            "description": "Chain insights together, each answering 'so what?' until you reach the actionable conclusion",
            "familyLabel": null
          },
          "matchId": "7d351594-e5d5-4f56-831e-33e1f8bcec2d",
          "evidence": "The deck presents a series of logical and connected arguments to support its thesis",
          "position": 2,
          "objective": "Build a logical case for the thesis",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.207918+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 65,
      "type": "tension",
      "title": "Uses a combination of financial tables and quoted text to build a case for accounting discrepancies.",
      "function": "expose_contradiction",
      "rawType": "expose_contradiction",
      "block": null,
      "metadata": {
        "slideType": "expose_contradiction",
        "slideTypeCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df",
          "version": 1,
          "description": null
        },
        "function": "expose_contradiction",
        "functionCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-171f-776f-887c-73edaff4cf9c",
          "version": 1,
          "description": null
        },
        "density": "overcrowded",
        "densityScore": 92,
        "componentCount": 10,
        "textChars": 1964,
        "nDataPoints": 20,
        "notes": "Uses a combination of financial tables and quoted text to build a case for accounting discrepancies.",
        "elementsJson": [
          "headline_text",
          "paragraph",
          "callout_box",
          "data_table",
          "screenshot"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 20:29:49.916+00",
          "seconds": 8.343,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622c-750b-8b99-65deaf51fc65/65",
        "deck": "/decks/019dd923-622c-750b-8b99-65deaf51fc65",
        "deckAnchor": "/decks/019dd923-622c-750b-8b99-65deaf51fc65#slide-65",
        "deckJson": "/decks/019dd923-622c-750b-8b99-65deaf51fc65.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.07,
            "w": 0.84,
            "x": 0.14,
            "y": 0.28
          },
          "kind": "callout",
          "text": "Under the partnership, Xylem will distribute Idrica's GoAigua technology globally and will take a minority stake in Idrica. The companies will also enter into a joint development agreement for new technologies.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": null,
            "subkind": {
              "name": "Primary callout",
              "slug": "primary",
              "status": "active",
              "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:49.916+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "30305428-a0bf-4f87-9a5b-24190d8b20a1",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.09,
            "w": 0.84,
            "x": 0.14,
            "y": 0.37
          },
          "kind": "callout",
          "text": "Cash generated by operating activities was $9 million for the six months ended June 30, 2023 as compared to $32 million in the comparable prior year period. The reduction in cash provided was primarily driven by higher tax payments, the investment in a distribution agreement of select technology and the payment of transaction costs associated with the acquisition of Evoqua. Reductions in inventory levels and higher cash earnings partially offset these items.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": null,
            "subkind": {
              "name": "Primary callout",
              "slug": "primary",
              "status": "active",
              "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:49.916+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "9d8e10f4-9118-476c-9559-29a6f0f7cff1",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "callout",
          "text": "Xylem claims that all YTD 2023 inorganic contributions to revenue are from the all-stock acquisition of Evoqua. However, Xylem also divested a $91 million Evoqua business. Furthermore, Evoqua made a minority stake in Idrica, and distributed its technology globally. Did Xylem book any inorganic sales from Idrica because it incurred costs?",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:46+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1cb-b1591152b0d4",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.96,
            "x": 0.02,
            "y": 0.16
          },
          "kind": "paragraph",
          "text": "Xylem claims that all YTD 2023 inorganic contributions to revenue are from the all-stock acquisition of Evoqua. However, Xylem also divested a $91 million Evoqua business. Furthermore, Evoqua made a minority stake in Idrica, and distributed its technology globally. Did Xylem book any inorganic sales from Idrica because it incurred costs?",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:49.916+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "16a07b6c-6113-4272-8c1c-654c9bd44589",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "quote",
          "text": "Under the partnership, Xylem will distribute Idrica's GoAigua technology globally and will take a minority stake in Idrica. The companies will also enter into a joint development agreement for new technologies. — Xylem Press Release",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Quote",
              "slug": "quote",
              "status": "active",
              "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a",
              "version": 1,
              "description": "Pull quote or testimonial."
            },
            "tool": {
              "name": "Authority citation",
              "slug": "authority-citation",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-49ae-7557-89ad-3fca70469b45",
              "version": 1,
              "bodyDocId": null,
              "description": "Quoting an authority figure, study, or precedent to lend weight.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:46+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1cb-b67d8680d862",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.25,
            "x": 0.02,
            "y": 0.48
          },
          "kind": "source-note",
          "text": "Source: Xylem 10-Q and press release",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:49.916+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "b31312d4-5aaf-48ca-8eb6-6d27d83b4242",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.45,
            "x": 0.02,
            "y": 0.97
          },
          "kind": "source-note",
          "text": "Source: Xylem Q2 2023 Earnings Release and 10-Q and final Evoqua 10-Q",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:49.916+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "b929873a-de4e-473e-b96d-0712630262c9",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.35,
            "w": 0.46,
            "x": 0.52,
            "y": 0.54
          },
          "kind": "table",
          "text": "Investing Activities table showing capital expenditures, acquisitions, and proceeds from sales.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Table",
              "slug": "table",
              "status": "active",
              "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28",
              "version": 1,
              "description": "Tabular data layout."
            },
            "tool": null,
            "subkind": {
              "name": "Data table",
              "slug": "data",
              "status": "active",
              "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "data",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:49.916+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "5679d2b3-7fb8-432c-ab77-24209f5e60d1",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.35,
            "w": 0.48,
            "x": 0.02,
            "y": 0.54
          },
          "kind": "table",
          "text": "Xylem Inc. Non-GAAP Reconciliation table showing revenue, organic growth, and constant currency adjustments.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Table",
              "slug": "table",
              "status": "active",
              "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28",
              "version": 1,
              "description": "Tabular data layout."
            },
            "tool": null,
            "subkind": {
              "name": "Data table",
              "slug": "data",
              "status": "active",
              "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "data",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:49.916+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "f9a00502-3f50-4f53-ad97-dd67e917c1df",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.06,
            "w": 0.65,
            "x": 0.28,
            "y": 0.03
          },
          "kind": "title",
          "text": "Xylem's Organic Growth May Not Accurately Account For Other M&A Activities",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:49.916+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "5258e7c0-eaca-4e9c-8025-9a9d3c9fa1c2",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [
        {
          "matchId": "5d3ed737-10c8-454d-81f5-e7c079490522",
          "evidence": "The slide explicitly questions the accuracy of financial reporting regarding inorganic growth.",
          "framework": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-05-02 20:29:49.916+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 65,
          "frameworkName": "fraud-exposure"
        }
      ],
      "arcBeats": [
        {
          "to": 79,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 9,
          "name": "Expose Contradiction",
          "beatId": "b68955ea-1bea-4271-af69-04b4b38ed3c6",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck presents a series of contradictions and concerns about Xylem's financial reporting, operations, and growth prospects",
          "position": 0,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 82,
          "from": 1,
          "loop": {
            "name": "27_cost_of_inaction",
            "slug": "27-cost-of-inaction",
            "status": "active",
            "bestFor": "Urgent budget requests, compliance, risk mitigation",
            "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
            "description": "Quantify what happens if the audience does nothing",
            "familyLabel": null
          },
          "matchId": "2fa1c508-68a2-4a6b-9e65-5ff630e9c720",
          "evidence": "The deck presents a detailed analysis of the risks and consequences of not taking action on Xylem's challenges",
          "position": 1,
          "objective": "Highlight the risks of not taking action",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.166406+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        },
        {
          "to": 77,
          "from": 6,
          "loop": {
            "name": "41_so_what_cascade",
            "slug": "41-so-what-cascade",
            "status": "active",
            "bestFor": "Data presentations, executive summaries, driving to recommendations",
            "canonId": "019dd956-769f-7208-afbc-f28985c6f4fb",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Data -> So What? (Insight 1) -> So What? (Insight 2) -> So What? (The Action)",
            "description": "Chain insights together, each answering 'so what?' until you reach the actionable conclusion",
            "familyLabel": null
          },
          "matchId": "7d351594-e5d5-4f56-831e-33e1f8bcec2d",
          "evidence": "The deck presents a series of logical and connected arguments to support its thesis",
          "position": 2,
          "objective": "Build a logical case for the thesis",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.207918+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 66,
      "type": "tension",
      "title": "The slide uses a red box to highlight the $60 million adjustment in the cash flow table, contrasting it with the $110 million investment claim.",
      "function": "expose_contradiction",
      "rawType": "expose_contradiction",
      "block": null,
      "metadata": {
        "slideType": "expose_contradiction",
        "slideTypeCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df",
          "version": 1,
          "description": null
        },
        "function": "expose_contradiction",
        "functionCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-171f-776f-887c-73edaff4cf9c",
          "version": 1,
          "description": null
        },
        "density": "overcrowded",
        "densityScore": 76,
        "componentCount": 8,
        "textChars": 1249,
        "nDataPoints": 12,
        "notes": "The slide uses a red box to highlight the $60 million adjustment in the cash flow table, contrasting it with the $110 million investment claim.",
        "elementsJson": [
          "headline_text",
          "paragraph",
          "callout_box",
          "data_table",
          "footnote"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 20:29:45.657+00",
          "seconds": 3.296,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622c-750b-8b99-65deaf51fc65/66",
        "deck": "/decks/019dd923-622c-750b-8b99-65deaf51fc65",
        "deckAnchor": "/decks/019dd923-622c-750b-8b99-65deaf51fc65#slide-66",
        "deckJson": "/decks/019dd923-622c-750b-8b99-65deaf51fc65.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "Xylem’s cash flow statement only shows a $56 million equity investment, far short of the stated investment amount.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:48+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1cc-7675bcdda61f",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.35,
            "w": 0.45,
            "x": 0.02,
            "y": 0.43
          },
          "kind": "list",
          "text": "Note 19. Subsequent Events: On April 26, 2023 the Company closed the minority investment... The investment was funded with cash on hand for approximately €100 million (approximately $110 million).",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:45.657+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "434f3af0-d32d-475f-ab8f-713ef758c187",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "Cash flow reconciliation: $110 million",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:48+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1cc-7c7f2e475364",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.12,
            "w": 0.96,
            "x": 0.02,
            "y": 0.17
          },
          "kind": "paragraph",
          "text": "Xylem announced a minority investment of Idrica as a partnership to accelerate digital transformation of water utilities on January 11, 2023.(1) As a subsequent event to its 10-Q, it further disclosed the investment was closed Q2 on April 26, 2023 and funded with approximately $110 million. However, Xylem's cash flow statement only shows a $56 million equity investment, far short of the stated investment amount. Furthermore, Xylem's \"Adjusted Free Cash Flow\" Non-GAAP reconciliation table added $60 million back for the Idrica distribution agreement.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:45.657+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "c8cd0653-f9f3-4749-b503-503c096e4064",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "quote",
          "text": "The investment was funded with cash on hand for approximately €100 million (approximately $110 million). — Xylem Q1 2023 10-Q",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Quote",
              "slug": "quote",
              "status": "active",
              "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a",
              "version": 1,
              "description": "Pull quote or testimonial."
            },
            "tool": {
              "name": "Authority citation",
              "slug": "authority-citation",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-49ae-7557-89ad-3fca70469b45",
              "version": 1,
              "bodyDocId": null,
              "description": "Quoting an authority figure, study, or precedent to lend weight.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:48+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1cc-79c09412f9f1",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.6,
            "x": 0.02,
            "y": 0.91
          },
          "kind": "source-note",
          "text": "Source: Xylem Q1 2023 10-Q; Source: Xylem Q2 2023 Earnings Release",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:45.657+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "f7362825-3ffa-45d8-b9dd-90c2beaef36a",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.55,
            "w": 0.5,
            "x": 0.48,
            "y": 0.37
          },
          "kind": "table",
          "text": "Xylem Inc. Non-GAAP Reconciliation table showing Net Cash, CapEx, and Adjusted Free Cash Flow adjustments.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Table",
              "slug": "table",
              "status": "active",
              "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28",
              "version": 1,
              "description": "Tabular data layout."
            },
            "tool": null,
            "subkind": {
              "name": "Data table",
              "slug": "data",
              "status": "active",
              "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "data",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:45.657+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "dd9914a3-7a76-442d-bb24-c50835f34bc5",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.65,
            "x": 0.305,
            "y": 0.04
          },
          "kind": "title",
          "text": "Idrica Minority Investment Details Don't Reconcile",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:45.657+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "26fad333-f58d-4b8a-9356-290f5657ab7d",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [
        {
          "matchId": "2d6a0196-b76e-4a39-9db0-e455dd06e2f6",
          "evidence": "The slide explicitly points out a contradiction between public statements and financial filings to suggest misleading reporting.",
          "framework": null,
          "confidence": 0.95,
          "extraction": {
            "at": "2026-05-02 20:29:45.657+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 66,
          "frameworkName": "fraud-exposure"
        }
      ],
      "arcBeats": [
        {
          "to": 79,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 9,
          "name": "Expose Contradiction",
          "beatId": "b68955ea-1bea-4271-af69-04b4b38ed3c6",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck presents a series of contradictions and concerns about Xylem's financial reporting, operations, and growth prospects",
          "position": 0,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 82,
          "from": 1,
          "loop": {
            "name": "27_cost_of_inaction",
            "slug": "27-cost-of-inaction",
            "status": "active",
            "bestFor": "Urgent budget requests, compliance, risk mitigation",
            "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
            "description": "Quantify what happens if the audience does nothing",
            "familyLabel": null
          },
          "matchId": "2fa1c508-68a2-4a6b-9e65-5ff630e9c720",
          "evidence": "The deck presents a detailed analysis of the risks and consequences of not taking action on Xylem's challenges",
          "position": 1,
          "objective": "Highlight the risks of not taking action",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.166406+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        },
        {
          "to": 77,
          "from": 6,
          "loop": {
            "name": "41_so_what_cascade",
            "slug": "41-so-what-cascade",
            "status": "active",
            "bestFor": "Data presentations, executive summaries, driving to recommendations",
            "canonId": "019dd956-769f-7208-afbc-f28985c6f4fb",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Data -> So What? (Insight 1) -> So What? (Insight 2) -> So What? (The Action)",
            "description": "Chain insights together, each answering 'so what?' until you reach the actionable conclusion",
            "familyLabel": null
          },
          "matchId": "7d351594-e5d5-4f56-831e-33e1f8bcec2d",
          "evidence": "The deck presents a series of logical and connected arguments to support its thesis",
          "position": 2,
          "objective": "Build a logical case for the thesis",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.207918+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 67,
      "type": "tension",
      "title": "The slide uses a red box callout to highlight the specific line item in the financial table that is being challenged.",
      "function": "expose_contradiction",
      "rawType": "expose_contradiction",
      "block": null,
      "metadata": {
        "slideType": "expose_contradiction",
        "slideTypeCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df",
          "version": 1,
          "description": null
        },
        "function": "expose_contradiction",
        "functionCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-171f-776f-887c-73edaff4cf9c",
          "version": 1,
          "description": null
        },
        "density": "overcrowded",
        "densityScore": 77,
        "componentCount": 9,
        "textChars": 979,
        "nDataPoints": 12,
        "notes": "The slide uses a red box callout to highlight the specific line item in the financial table that is being challenged.",
        "elementsJson": [
          "headline_text",
          "callout_box",
          "data_table",
          "bullet_list"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 20:29:45.856+00",
          "seconds": 3.401,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622c-750b-8b99-65deaf51fc65/67",
        "deck": "/decks/019dd923-622c-750b-8b99-65deaf51fc65",
        "deckAnchor": "/decks/019dd923-622c-750b-8b99-65deaf51fc65#slide-67",
        "deckJson": "/decks/019dd923-622c-750b-8b99-65deaf51fc65.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.06,
            "w": 0.2,
            "x": 0.55,
            "y": 0.65
          },
          "kind": "callout",
          "text": "Pre or Post Tax? Should Be Post Tax",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": null,
            "subkind": {
              "name": "Primary callout",
              "slug": "primary",
              "status": "active",
              "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:45.856+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "4483ac31-14d6-410b-9605-2bbd6a230afc",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "callout",
          "text": "Xylem is trying to pass off $70 million of transaction costs in Q2 2023 as an addition to Adjusted Free Cash Flow. However, we take issue with this figure because it appears to be on a pre-tax basis when added to operating cash flow, which is an after-tax financial result.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:46+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1cb-4b729d195c76",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.55,
            "w": 0.45,
            "x": 0.03,
            "y": 0.33
          },
          "kind": "list",
          "text": "Transaction Cost Disclosure details for Q1 and Q2 2023.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:45.856+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "8f601e00-ba55-41af-af81-31d351972191",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "Adjusted Free Cash Flow: $70 million",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:46+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1cb-4e752d316ae3",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.96,
            "x": 0.02,
            "y": 0.18
          },
          "kind": "paragraph",
          "text": "Xylem is trying to pass off $70 million of transaction costs in Q2 2023 as an addition to Adjusted Free Cash Flow. However, we take issue with this figure because it appears to be on a pre-tax basis when added to operating cash flow, which is an after-tax financial result. Are all of these $70 million costs really not tax-deductible?",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:45.856+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "1555f75e-af94-4434-ba38-8468650ceed8",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.25,
            "x": 0.48,
            "y": 0.91
          },
          "kind": "source-note",
          "text": "Source: Xylem Q2 2023 Earnings Release",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:45.856+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "2bd8c126-a3b9-4a14-841c-e4b59ebe5077",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.2,
            "x": 0.03,
            "y": 0.96
          },
          "kind": "source-note",
          "text": "Source: Xylem Q1 and Q2 10-Qs",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:45.856+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "a13fb2b0-8946-4620-b58c-7907a2b49e68",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.55,
            "w": 0.5,
            "x": 0.48,
            "y": 0.33
          },
          "kind": "table",
          "text": "Xylem Inc. Non-GAAP Reconciliation table showing Net Cash, CapEx, and Free Cash Flow adjustments.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Table",
              "slug": "table",
              "status": "active",
              "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28",
              "version": 1,
              "description": "Tabular data layout."
            },
            "tool": null,
            "subkind": {
              "name": "Data table",
              "slug": "data",
              "status": "active",
              "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "data",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:45.856+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "4490508f-7a06-42e9-944f-c69869a0292a",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.68,
            "x": 0.28,
            "y": 0.03
          },
          "kind": "title",
          "text": "Adjusted Cash Flow For Transaction Costs Should Be Adjusted On An After-Tax Basis",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:45.856+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "8aeff778-2d0d-495a-a309-45558027cfe1",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [
        {
          "matchId": "749e135e-e4e6-41c9-b7a2-e4b07475e23a",
          "evidence": "The slide explicitly challenges the accounting treatment of transaction costs to expose potential financial misrepresentation.",
          "framework": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-05-02 20:29:45.856+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 67,
          "frameworkName": "fraud-exposure"
        }
      ],
      "arcBeats": [
        {
          "to": 79,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 9,
          "name": "Expose Contradiction",
          "beatId": "b68955ea-1bea-4271-af69-04b4b38ed3c6",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck presents a series of contradictions and concerns about Xylem's financial reporting, operations, and growth prospects",
          "position": 0,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 82,
          "from": 1,
          "loop": {
            "name": "27_cost_of_inaction",
            "slug": "27-cost-of-inaction",
            "status": "active",
            "bestFor": "Urgent budget requests, compliance, risk mitigation",
            "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
            "description": "Quantify what happens if the audience does nothing",
            "familyLabel": null
          },
          "matchId": "2fa1c508-68a2-4a6b-9e65-5ff630e9c720",
          "evidence": "The deck presents a detailed analysis of the risks and consequences of not taking action on Xylem's challenges",
          "position": 1,
          "objective": "Highlight the risks of not taking action",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.166406+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        },
        {
          "to": 77,
          "from": 6,
          "loop": {
            "name": "41_so_what_cascade",
            "slug": "41-so-what-cascade",
            "status": "active",
            "bestFor": "Data presentations, executive summaries, driving to recommendations",
            "canonId": "019dd956-769f-7208-afbc-f28985c6f4fb",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Data -> So What? (Insight 1) -> So What? (Insight 2) -> So What? (The Action)",
            "description": "Chain insights together, each answering 'so what?' until you reach the actionable conclusion",
            "familyLabel": null
          },
          "matchId": "7d351594-e5d5-4f56-831e-33e1f8bcec2d",
          "evidence": "The deck presents a series of logical and connected arguments to support its thesis",
          "position": 2,
          "objective": "Build a logical case for the thesis",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.207918+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 68,
      "type": "tension",
      "title": "The slide uses a red box to highlight the YTD 2023 figures in the table, emphasizing the increase in tax obligations.",
      "function": "expose_contradiction",
      "rawType": "expose_contradiction",
      "block": null,
      "metadata": {
        "slideType": "expose_contradiction",
        "slideTypeCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df",
          "version": 1,
          "description": null
        },
        "function": "expose_contradiction",
        "functionCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-171f-776f-887c-73edaff4cf9c",
          "version": 1,
          "description": null
        },
        "density": "overcrowded",
        "densityScore": 85,
        "componentCount": 10,
        "textChars": 1200,
        "nDataPoints": 12,
        "notes": "The slide uses a red box to highlight the YTD 2023 figures in the table, emphasizing the increase in tax obligations.",
        "elementsJson": [
          "headline_text",
          "callout_box",
          "paragraph",
          "data_table",
          "footnote"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 20:29:45.851+00",
          "seconds": 3.354,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622c-750b-8b99-65deaf51fc65/68",
        "deck": "/decks/019dd923-622c-750b-8b99-65deaf51fc65",
        "deckAnchor": "/decks/019dd923-622c-750b-8b99-65deaf51fc65#slide-68",
        "deckJson": "/decks/019dd923-622c-750b-8b99-65deaf51fc65.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "The reduction in cash provided was primarily driven by higher tax payments, the investment in a distribution agreement of select technology and the payment of transaction costs associated with the acquisition of Evoqua.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-23 01:18:10+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd953-64d2-7657-bbea-87a928f3f99e",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "Cash Taxes Paid: $135",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-23 01:18:10+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd953-64d2-7657-bbea-8ba10b3d6019",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.96,
            "x": 0.02,
            "y": 0.18
          },
          "kind": "paragraph",
          "text": "In just the first half of 2023, Xylem has paid more in cash taxes then it has in any of the previous years. It recorded a large deferred income tax liability on the balance sheet from Evoqua. It is concerning that Xylem now has larger added tax obligations while Evoqua’s business is under pressure.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:45.851+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "33490cad-88c8-4b7e-af7a-90367fc21835",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.96,
            "x": 0.02,
            "y": 0.41
          },
          "kind": "paragraph",
          "text": "Cash generated by operating activities was $9 million for the six months ended June 30, 2023 as compared to $32 million in the comparable prior year period. The reduction in cash provided was primarily driven by higher tax payments, the investment in a distribution agreement of select technology and the payment of transaction costs associated with the acquisition of Evoqua.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:45.851+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "52ec21a7-6b41-472f-9290-c407f923777a",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.2,
            "x": 0.02,
            "y": 0.53
          },
          "kind": "source-note",
          "text": "Source: Xylem Q2 2023 10-Q",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:45.851+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "721ddd28-99f8-4b32-9bb6-8fc001a0b2cd",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.2,
            "x": 0.02,
            "y": 0.9
          },
          "kind": "source-note",
          "text": "Source: Xylem financial statements",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:45.851+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "7bad421c-c9ff-4bef-9427-b60e99cf22a1",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.22,
            "w": 0.96,
            "x": 0.02,
            "y": 0.66
          },
          "kind": "table",
          "text": "Table showing Deferred Income Tax Liability and Cash Taxes Paid from 2020 to YTD 2023.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Table",
              "slug": "table",
              "status": "active",
              "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28",
              "version": 1,
              "description": "Tabular data layout."
            },
            "tool": null,
            "subkind": {
              "name": "Data table",
              "slug": "data",
              "status": "active",
              "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "data",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:45.851+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "2377e017-baf9-4c5e-a9c8-9c51cc4a0bf6",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.65,
            "x": 0.305,
            "y": 0.03
          },
          "kind": "title",
          "text": "And Be Careful of Rising Taxes Impacting Future Cash Flow...",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:45.851+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "62e26e11-1ea1-4e0e-8f0f-c8ddf748587c",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.04,
            "w": 0.96,
            "x": 0.02,
            "y": 0.61
          },
          "kind": "title",
          "text": "Xylem’s Deferred Income And Cash Tax Disclosures",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Subtitle",
              "slug": "subtitle",
              "status": "active",
              "canonId": "019de52c-fb09-739d-900c-815b0d9ac526",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "subtitle",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:45.851+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "6a9012c9-f3d8-4282-af05-939083dba16e",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.04,
            "w": 0.96,
            "x": 0.02,
            "y": 0.33
          },
          "kind": "title",
          "text": "Cash Flow Weighed Down By Taxes",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Subtitle",
              "slug": "subtitle",
              "status": "active",
              "canonId": "019de52c-fb09-739d-900c-815b0d9ac526",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "subtitle",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:45.851+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "fc452728-b2de-424e-9773-ba95b834a73c",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 79,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 9,
          "name": "Expose Contradiction",
          "beatId": "b68955ea-1bea-4271-af69-04b4b38ed3c6",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck presents a series of contradictions and concerns about Xylem's financial reporting, operations, and growth prospects",
          "position": 0,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 82,
          "from": 1,
          "loop": {
            "name": "27_cost_of_inaction",
            "slug": "27-cost-of-inaction",
            "status": "active",
            "bestFor": "Urgent budget requests, compliance, risk mitigation",
            "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
            "description": "Quantify what happens if the audience does nothing",
            "familyLabel": null
          },
          "matchId": "2fa1c508-68a2-4a6b-9e65-5ff630e9c720",
          "evidence": "The deck presents a detailed analysis of the risks and consequences of not taking action on Xylem's challenges",
          "position": 1,
          "objective": "Highlight the risks of not taking action",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.166406+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        },
        {
          "to": 77,
          "from": 6,
          "loop": {
            "name": "41_so_what_cascade",
            "slug": "41-so-what-cascade",
            "status": "active",
            "bestFor": "Data presentations, executive summaries, driving to recommendations",
            "canonId": "019dd956-769f-7208-afbc-f28985c6f4fb",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Data -> So What? (Insight 1) -> So What? (Insight 2) -> So What? (The Action)",
            "description": "Chain insights together, each answering 'so what?' until you reach the actionable conclusion",
            "familyLabel": null
          },
          "matchId": "7d351594-e5d5-4f56-831e-33e1f8bcec2d",
          "evidence": "The deck presents a series of logical and connected arguments to support its thesis",
          "position": 2,
          "objective": "Build a logical case for the thesis",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.207918+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 69,
      "type": "tension",
      "title": "The slide uses a red arrow to visually link the $432M figure in the table to the $322M disclosure at the bottom.",
      "function": "expose_contradiction",
      "rawType": "expose_contradiction",
      "block": null,
      "metadata": {
        "slideType": "expose_contradiction",
        "slideTypeCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df",
          "version": 1,
          "description": null
        },
        "function": "expose_contradiction",
        "functionCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-171f-776f-887c-73edaff4cf9c",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 64,
        "componentCount": 8,
        "textChars": 689,
        "nDataPoints": 13,
        "notes": "The slide uses a red arrow to visually link the $432M figure in the table to the $322M disclosure at the bottom.",
        "elementsJson": [
          "headline_text",
          "callout_box",
          "data_table",
          "comparison_table",
          "paragraph"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 20:29:45.748+00",
          "seconds": 3.115,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622c-750b-8b99-65deaf51fc65/69",
        "deck": "/decks/019dd923-622c-750b-8b99-65deaf51fc65",
        "deckAnchor": "/decks/019dd923-622c-750b-8b99-65deaf51fc65#slide-69",
        "deckJson": "/decks/019dd923-622c-750b-8b99-65deaf51fc65.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.08,
            "w": 0.97,
            "x": 0.03,
            "y": 0.18
          },
          "kind": "callout",
          "text": "We find it unusual that Xylem marked $432 million of acquired Evoqua receivables at fair value. It then made a separate disclosure and called out that the fair value of the acquired receivables was $322 million. Why does a discrepancy exist?",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": null,
            "subkind": {
              "name": "Primary callout",
              "slug": "primary",
              "status": "active",
              "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:45.748+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "62bb24f0-f019-4c4c-921c-c1f05363e940",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.54,
            "x": 0.03,
            "y": 0.92
          },
          "kind": "callout",
          "text": "The fair value of receivables acquired is $322 million, with the gross contractual amount being $329 million. The Company expects $7 million to be uncollectible.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": null,
            "subkind": {
              "name": "Primary callout",
              "slug": "primary",
              "status": "active",
              "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:45.748+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "dbd7975f-15e7-4351-95ce-edcd8b9135ca",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "Accounts Receivable: $432 million",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:46+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1cb-99193a895d59",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.11,
            "w": 0.54,
            "x": 0.03,
            "y": 0.81
          },
          "kind": "paragraph",
          "text": "The preliminary purchase price allocation is subject to further refinement...",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:45.748+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "951c4012-fc0f-401c-b54f-63c62ec780a7",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.2,
            "x": 0.03,
            "y": 0.97
          },
          "kind": "source-note",
          "text": "Source: Xylem Q2 2023 10-Q",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:45.748+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "74d5cb2b-f1f3-4900-980b-0a8c4ca7081a",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.48,
            "w": 0.43,
            "x": 0.56,
            "y": 0.31
          },
          "kind": "table",
          "text": "Evoqua's Accounts Receivables historical trend",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Table",
              "slug": "table",
              "status": "active",
              "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28",
              "version": 1,
              "description": "Tabular data layout."
            },
            "tool": null,
            "subkind": {
              "name": "Data table",
              "slug": "data",
              "status": "active",
              "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "data",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:45.748+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "48ce0839-2465-4d0f-a241-f07b3f30336f",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.48,
            "w": 0.54,
            "x": 0.03,
            "y": 0.31
          },
          "kind": "table",
          "text": "Fair value table of assets and liabilities",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Table",
              "slug": "table",
              "status": "active",
              "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28",
              "version": 1,
              "description": "Tabular data layout."
            },
            "tool": null,
            "subkind": {
              "name": "Data table",
              "slug": "data",
              "status": "active",
              "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "data",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:45.748+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "a6cc207e-3234-4543-ba13-8bbb4378036a",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.68,
            "x": 0.29,
            "y": 0.03
          },
          "kind": "title",
          "text": "And Be Careful About The Large Increase In Acquired Receivables",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:45.748+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "063cff1e-e54f-4fd7-99a2-e8a88c31960f",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [
        {
          "matchId": "85080f6f-2700-418d-844b-1e8c812e9d74",
          "evidence": "The slide explicitly calls out an accounting discrepancy to suggest potential manipulation or error in financial reporting.",
          "framework": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-05-02 20:29:45.748+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 69,
          "frameworkName": "fraud-exposure"
        }
      ],
      "arcBeats": [
        {
          "to": 79,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 9,
          "name": "Expose Contradiction",
          "beatId": "b68955ea-1bea-4271-af69-04b4b38ed3c6",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck presents a series of contradictions and concerns about Xylem's financial reporting, operations, and growth prospects",
          "position": 0,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 82,
          "from": 1,
          "loop": {
            "name": "27_cost_of_inaction",
            "slug": "27-cost-of-inaction",
            "status": "active",
            "bestFor": "Urgent budget requests, compliance, risk mitigation",
            "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
            "description": "Quantify what happens if the audience does nothing",
            "familyLabel": null
          },
          "matchId": "2fa1c508-68a2-4a6b-9e65-5ff630e9c720",
          "evidence": "The deck presents a detailed analysis of the risks and consequences of not taking action on Xylem's challenges",
          "position": 1,
          "objective": "Highlight the risks of not taking action",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.166406+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        },
        {
          "to": 77,
          "from": 6,
          "loop": {
            "name": "41_so_what_cascade",
            "slug": "41-so-what-cascade",
            "status": "active",
            "bestFor": "Data presentations, executive summaries, driving to recommendations",
            "canonId": "019dd956-769f-7208-afbc-f28985c6f4fb",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Data -> So What? (Insight 1) -> So What? (Insight 2) -> So What? (The Action)",
            "description": "Chain insights together, each answering 'so what?' until you reach the actionable conclusion",
            "familyLabel": null
          },
          "matchId": "7d351594-e5d5-4f56-831e-33e1f8bcec2d",
          "evidence": "The deck presents a series of logical and connected arguments to support its thesis",
          "position": 2,
          "objective": "Build a logical case for the thesis",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.207918+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 70,
      "type": "tension",
      "title": "The slide uses red boxes to highlight the discrepancy between company-reported EPS and the analyst's adjusted EPS.",
      "function": "expose_contradiction",
      "rawType": "expose_contradiction",
      "block": null,
      "metadata": {
        "slideType": "expose_contradiction",
        "slideTypeCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df",
          "version": 1,
          "description": null
        },
        "function": "expose_contradiction",
        "functionCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-171f-776f-887c-73edaff4cf9c",
          "version": 1,
          "description": null
        },
        "density": "balanced",
        "densityScore": 48,
        "componentCount": 6,
        "textChars": 697,
        "nDataPoints": 42,
        "notes": "The slide uses red boxes to highlight the discrepancy between company-reported EPS and the analyst's adjusted EPS.",
        "elementsJson": [
          "headline_text",
          "paragraph",
          "comparison_table",
          "footnote"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 20:29:45.297+00",
          "seconds": 2.565,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622c-750b-8b99-65deaf51fc65/70",
        "deck": "/decks/019dd923-622c-750b-8b99-65deaf51fc65",
        "deckAnchor": "/decks/019dd923-622c-750b-8b99-65deaf51fc65#slide-70",
        "deckJson": "/decks/019dd923-622c-750b-8b99-65deaf51fc65.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "Spruce Point believes Xylem's EPS guidance gives an incomplete picture of the true economics of the Evoqua acquisition.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:47+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1cb-cf2620debcac",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "EPS: $2.55",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:47+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1cb-d34044c57719",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.9,
            "x": 0.05,
            "y": 0.17
          },
          "kind": "paragraph",
          "text": "Spruce Point believes Xylem's EPS guidance gives an incomplete picture of the true economics of the Evoqua acquisition. The disconnects are in the share count used and the aggressive add-backs.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:45.297+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "755e330c-477c-4d9d-af03-ba8aec5e888c",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.9,
            "x": 0.05,
            "y": 0.92
          },
          "kind": "source-note",
          "text": "1) Xylem has not guided to Special Charges but YTD 2023 they've already recorded $92 million. Source: Company financials, Xylem guidance on EPS, Restructuring & Realignments Costs, Tax Rate and Share Count. Spruce Point research",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:45.297+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "d0110fce-babd-483d-86b5-76a600cd6cbe",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.5,
            "w": 0.9,
            "x": 0.05,
            "y": 0.35
          },
          "kind": "table",
          "text": "Comparison table of Xylem (May 2023), Xylem Update (Aug 2023), and Spruce Pt. Adjusted EPS and Net Income metrics.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Table",
              "slug": "table",
              "status": "active",
              "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28",
              "version": 1,
              "description": "Tabular data layout."
            },
            "tool": null,
            "subkind": {
              "name": "Data table",
              "slug": "data",
              "status": "active",
              "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "data",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:45.297+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "f9ae2d1c-5a4e-41cf-89d5-50bfab7da9d0",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.4,
            "x": 0.305,
            "y": 0.05
          },
          "kind": "title",
          "text": "EPS Guidance Raise.... Not Really",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:45.297+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "22c5dbb8-d2e7-40dd-9806-e6447070bbd4",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [
        {
          "matchId": "d5c7d7c2-a116-4cfe-bf73-c601a33f234b",
          "evidence": "The slide explicitly aims to expose a contradiction in company financial reporting to suggest misleading guidance.",
          "framework": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-05-02 20:29:45.297+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 70,
          "frameworkName": "fraud-exposure"
        }
      ],
      "arcBeats": [
        {
          "to": 79,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 9,
          "name": "Expose Contradiction",
          "beatId": "b68955ea-1bea-4271-af69-04b4b38ed3c6",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck presents a series of contradictions and concerns about Xylem's financial reporting, operations, and growth prospects",
          "position": 0,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 82,
          "from": 1,
          "loop": {
            "name": "27_cost_of_inaction",
            "slug": "27-cost-of-inaction",
            "status": "active",
            "bestFor": "Urgent budget requests, compliance, risk mitigation",
            "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
            "description": "Quantify what happens if the audience does nothing",
            "familyLabel": null
          },
          "matchId": "2fa1c508-68a2-4a6b-9e65-5ff630e9c720",
          "evidence": "The deck presents a detailed analysis of the risks and consequences of not taking action on Xylem's challenges",
          "position": 1,
          "objective": "Highlight the risks of not taking action",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.166406+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        },
        {
          "to": 77,
          "from": 6,
          "loop": {
            "name": "41_so_what_cascade",
            "slug": "41-so-what-cascade",
            "status": "active",
            "bestFor": "Data presentations, executive summaries, driving to recommendations",
            "canonId": "019dd956-769f-7208-afbc-f28985c6f4fb",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Data -> So What? (Insight 1) -> So What? (Insight 2) -> So What? (The Action)",
            "description": "Chain insights together, each answering 'so what?' until you reach the actionable conclusion",
            "familyLabel": null
          },
          "matchId": "7d351594-e5d5-4f56-831e-33e1f8bcec2d",
          "evidence": "The deck presents a series of logical and connected arguments to support its thesis",
          "position": 2,
          "objective": "Build a logical case for the thesis",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.207918+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 71,
      "type": "setup",
      "title": "Spruce Point Capital Management branding (tree logo).",
      "function": "transition",
      "rawType": "section_divider",
      "block": null,
      "metadata": {
        "slideType": "section_divider",
        "slideTypeCanon": {
          "name": "Section divider",
          "slug": "section_divider",
          "status": "active",
          "canonId": "019de52d-066a-7402-9554-6ae504999041",
          "version": 1,
          "description": null
        },
        "function": "transition",
        "functionCanon": {
          "name": "Transition",
          "slug": "transition",
          "status": "active",
          "canonId": "019de52d-1365-7149-92aa-66df859e75fd",
          "version": 1,
          "description": null
        },
        "density": "sparse",
        "densityScore": 8,
        "componentCount": 3,
        "textChars": 211,
        "nDataPoints": 0,
        "notes": "Spruce Point Capital Management branding (tree logo).",
        "elementsJson": [
          "headline_text",
          "footnote"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 20:29:44.884+00",
          "seconds": 2.091,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622c-750b-8b99-65deaf51fc65/71",
        "deck": "/decks/019dd923-622c-750b-8b99-65deaf51fc65",
        "deckAnchor": "/decks/019dd923-622c-750b-8b99-65deaf51fc65#slide-71",
        "deckJson": "/decks/019dd923-622c-750b-8b99-65deaf51fc65.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.02,
            "w": 0.54,
            "x": 0.45,
            "y": 0.96
          },
          "kind": "disclaimer",
          "text": "Proprietary and Confidential –May Not Be Distributed or Copied Without Spruce Point Capital Management, LLC Consent",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Disclaimer",
              "slug": "disclaimer",
              "status": "active",
              "canonId": "91173477-d91f-4024-bbaf-d4f93e3f82dc",
              "version": 1,
              "description": "Legal/cautionary text that occupies most of the body of its slide."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:44.884+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "c751c895-8ac1-4a16-b915-db27adfc4ab5",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.4,
            "w": 0.2,
            "x": 0.07,
            "y": 0.3
          },
          "kind": "image",
          "text": "Spruce Point Capital Management tree logo",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Logo",
              "slug": "logo",
              "status": "active",
              "canonId": "019de52c-fdaf-743d-94c4-d7c6a0e55302",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "logo",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:44.884+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "6b7d4488-e8a6-45ab-8fb3-2a61c33de1b1",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.12,
            "w": 0.55,
            "x": 0.37,
            "y": 0.44
          },
          "kind": "title",
          "text": "Governance Concerns And Issues With Xylem's Audit Chair",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:44.884+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "628682b3-dc16-480b-b6fb-896c6d0acd13",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 79,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 9,
          "name": "Expose Contradiction",
          "beatId": "b68955ea-1bea-4271-af69-04b4b38ed3c6",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck presents a series of contradictions and concerns about Xylem's financial reporting, operations, and growth prospects",
          "position": 0,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 82,
          "from": 1,
          "loop": {
            "name": "27_cost_of_inaction",
            "slug": "27-cost-of-inaction",
            "status": "active",
            "bestFor": "Urgent budget requests, compliance, risk mitigation",
            "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
            "description": "Quantify what happens if the audience does nothing",
            "familyLabel": null
          },
          "matchId": "2fa1c508-68a2-4a6b-9e65-5ff630e9c720",
          "evidence": "The deck presents a detailed analysis of the risks and consequences of not taking action on Xylem's challenges",
          "position": 1,
          "objective": "Highlight the risks of not taking action",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.166406+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        },
        {
          "to": 77,
          "from": 6,
          "loop": {
            "name": "41_so_what_cascade",
            "slug": "41-so-what-cascade",
            "status": "active",
            "bestFor": "Data presentations, executive summaries, driving to recommendations",
            "canonId": "019dd956-769f-7208-afbc-f28985c6f4fb",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Data -> So What? (Insight 1) -> So What? (Insight 2) -> So What? (The Action)",
            "description": "Chain insights together, each answering 'so what?' until you reach the actionable conclusion",
            "familyLabel": null
          },
          "matchId": "7d351594-e5d5-4f56-831e-33e1f8bcec2d",
          "evidence": "The deck presents a series of logical and connected arguments to support its thesis",
          "position": 2,
          "objective": "Build a logical case for the thesis",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.207918+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 72,
      "type": "tension",
      "title": "The slide uses a combination of narrative critique and empirical voting data to undermine the credibility of a specific board member.",
      "function": "expose_contradiction",
      "rawType": "expose_contradiction",
      "block": null,
      "metadata": {
        "slideType": "expose_contradiction",
        "slideTypeCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df",
          "version": 1,
          "description": null
        },
        "function": "expose_contradiction",
        "functionCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-171f-776f-887c-73edaff4cf9c",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 70,
        "componentCount": 7,
        "textChars": 1201,
        "nDataPoints": 40,
        "notes": "The slide uses a combination of narrative critique and empirical voting data to undermine the credibility of a specific board member.",
        "elementsJson": [
          "headline_text",
          "paragraph",
          "callout_box",
          "data_table",
          "footnote"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 20:29:46.405+00",
          "seconds": 3.587,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622c-750b-8b99-65deaf51fc65/72",
        "deck": "/decks/019dd923-622c-750b-8b99-65deaf51fc65",
        "deckAnchor": "/decks/019dd923-622c-750b-8b99-65deaf51fc65#slide-72",
        "deckJson": "/decks/019dd923-622c-750b-8b99-65deaf51fc65.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "Apparently, Spruce Point isn't the only one that has reservations about Director Harker's fitness for the Board. We see that she has consistently received the largest number of votes against her for the annual Director election.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:47+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1cb-ebba2719fc68",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.35,
            "w": 0.43,
            "x": 0.52,
            "y": 0.55
          },
          "kind": "paragraph",
          "text": "Official Report Noted Concerns At MCI Group Where Harker Was CFO: WorldCom personnel made a number of other types of accounting adjustments that we conclude were improper...",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:46.405+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "67070d53-7029-41e2-bed8-49950d1f4cbc",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.28,
            "w": 0.9,
            "x": 0.05,
            "y": 0.17
          },
          "kind": "paragraph",
          "text": "Spruce Point takes issue with Victoria Harker, Xylem's recently appointed Audit Committee Chair... We see that she has consistently received the largest number of votes against her for the annual Director election.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:46.405+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "b6fa97be-82ad-4c19-b64f-b5d7a3ca932f",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "quote",
          "text": "The evidence we have seen raises concerns regarding the manner in which costs were allocated between those two entities, and the consistency of that allocation with public disclosures. — SPECIAL INVESTIGATIVE COMMITTEE OF THE BOARD OF DIRECTORS OF WORLDCOM, INC.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Quote",
              "slug": "quote",
              "status": "active",
              "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a",
              "version": 1,
              "description": "Pull quote or testimonial."
            },
            "tool": {
              "name": "Authority citation",
              "slug": "authority-citation",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-49ae-7557-89ad-3fca70469b45",
              "version": 1,
              "bodyDocId": null,
              "description": "Quoting an authority figure, study, or precedent to lend weight.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:47+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1cb-ef7d52696830",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.9,
            "x": 0.05,
            "y": 0.92
          },
          "kind": "source-note",
          "text": "Source: 8-K (2021, 2022); Source: SPECIAL INVESTIGATIVE COMMITTEE OF THE BOARD OF DIRECTORS OF WORLDCOM, INC., March 31, 2003",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:46.405+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "57d0cc88-8065-4f11-9be9-f8fbcc8ebbd2",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.35,
            "w": 0.45,
            "x": 0.05,
            "y": 0.55
          },
          "kind": "table",
          "text": "Voting results table showing nominee names and vote counts (For, Against, Abstentions, Broker Non-Votes).",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Table",
              "slug": "table",
              "status": "active",
              "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28",
              "version": 1,
              "description": "Tabular data layout."
            },
            "tool": null,
            "subkind": {
              "name": "Data table",
              "slug": "data",
              "status": "active",
              "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "data",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:46.405+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "4c726174-09d4-4539-86a3-cd3d19ad8f0a",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.9,
            "x": 0.05,
            "y": 0.05
          },
          "kind": "title",
          "text": "Are Xylem Shareholders Comfortable With The Audit Chair's Role At WorldCom, A Notorious Fraud?",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:46.405+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "7f1effe7-703e-4cb6-9e39-5c26a1536789",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [
        {
          "matchId": "be6a7689-5bd4-4d5c-af92-44af0f01d86a",
          "evidence": "The slide explicitly links a current board member to a historical accounting fraud to question their suitability.",
          "framework": null,
          "confidence": 0.95,
          "extraction": {
            "at": "2026-05-02 20:29:46.405+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 72,
          "frameworkName": "fraud-exposure"
        }
      ],
      "arcBeats": [
        {
          "to": 79,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 9,
          "name": "Expose Contradiction",
          "beatId": "b68955ea-1bea-4271-af69-04b4b38ed3c6",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck presents a series of contradictions and concerns about Xylem's financial reporting, operations, and growth prospects",
          "position": 0,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 82,
          "from": 1,
          "loop": {
            "name": "27_cost_of_inaction",
            "slug": "27-cost-of-inaction",
            "status": "active",
            "bestFor": "Urgent budget requests, compliance, risk mitigation",
            "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
            "description": "Quantify what happens if the audience does nothing",
            "familyLabel": null
          },
          "matchId": "2fa1c508-68a2-4a6b-9e65-5ff630e9c720",
          "evidence": "The deck presents a detailed analysis of the risks and consequences of not taking action on Xylem's challenges",
          "position": 1,
          "objective": "Highlight the risks of not taking action",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.166406+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        },
        {
          "to": 77,
          "from": 6,
          "loop": {
            "name": "41_so_what_cascade",
            "slug": "41-so-what-cascade",
            "status": "active",
            "bestFor": "Data presentations, executive summaries, driving to recommendations",
            "canonId": "019dd956-769f-7208-afbc-f28985c6f4fb",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Data -> So What? (Insight 1) -> So What? (Insight 2) -> So What? (The Action)",
            "description": "Chain insights together, each answering 'so what?' until you reach the actionable conclusion",
            "familyLabel": null
          },
          "matchId": "7d351594-e5d5-4f56-831e-33e1f8bcec2d",
          "evidence": "The deck presents a series of logical and connected arguments to support its thesis",
          "position": 2,
          "objective": "Build a logical case for the thesis",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.207918+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 73,
      "type": "tension",
      "title": "The slide uses a combination of narrative text and a stock price chart with annotated events to build a case against the board member's track record.",
      "function": "expose_contradiction",
      "rawType": "expose_contradiction",
      "block": null,
      "metadata": {
        "slideType": "expose_contradiction",
        "slideTypeCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df",
          "version": 1,
          "description": null
        },
        "function": "expose_contradiction",
        "functionCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-171f-776f-887c-73edaff4cf9c",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 63,
        "componentCount": 7,
        "textChars": 1155,
        "nDataPoints": 1,
        "notes": "The slide uses a combination of narrative text and a stock price chart with annotated events to build a case against the board member's track record.",
        "elementsJson": [
          "headline_text",
          "paragraph",
          "callout_box",
          "line_chart",
          "screenshot"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 20:29:45.599+00",
          "seconds": 2.683,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622c-750b-8b99-65deaf51fc65/73",
        "deck": "/decks/019dd923-622c-750b-8b99-65deaf51fc65",
        "deckAnchor": "/decks/019dd923-622c-750b-8b99-65deaf51fc65#slide-73",
        "deckJson": "/decks/019dd923-622c-750b-8b99-65deaf51fc65.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "Ms. Harker is no longer on the Board, but we cannot find any evidence that Stride disclosed her departure.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:47+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1cc-2988f9826685",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.55,
            "w": 0.65,
            "x": 0.33,
            "y": 0.33
          },
          "kind": "chart",
          "text": "K12 (Stride) Share Price And Key Events During Harker's Tenure",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Chart",
              "slug": "chart",
              "status": "active",
              "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8",
              "version": 1,
              "description": "Quantitative chart."
            },
            "tool": null,
            "subkind": {
              "name": "Line chart",
              "slug": "line",
              "status": "active",
              "canonId": "019de52c-ff62-778f-8f6c-a952ceae8677",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "line",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:45.599+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "79d890b6-c9e9-4015-9703-2d5328aea248",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.55,
            "w": 0.3,
            "x": 0.02,
            "y": 0.33
          },
          "kind": "list",
          "text": "K12 Press Release Announcing Ms. Harker To The Board",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:45.599+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "205ec9b6-78d7-46a0-9d08-e0c60a11114b",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.12,
            "w": 0.96,
            "x": 0.02,
            "y": 0.17
          },
          "kind": "paragraph",
          "text": "Spruce Point is troubled by Harker's involvement with K12 (rebranded Stride). Her appointment was touted for her strengths in finance and IT. However, K12 experienced a cyber ransom attack during her tenure which the Company paid. It also experienced one of the worst quarters in company history that resulted in it being rebranded Stride Inc. Ms. Harker is no longer on the Board, but we cannot find any evidence that Stride disclosed her departure.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:45.599+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "6707a2de-fa88-430a-8357-11d10c3400b2",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "quote",
          "text": "“Victoria is a dynamic leader who has played a critical role in managing transactions that have advanced growth and shareholder value,” said Nate Davis, Chief Executive Officer and Chairman of the K12 Inc. Board of Directors. “Her depth of experience in finance, IT, and in streamlining operations coupled with her love for education enhances the skills, mix, and diversity of thought in our Board.” — Nate Davis, K12 Inc.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Quote",
              "slug": "quote",
              "status": "active",
              "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a",
              "version": 1,
              "description": "Pull quote or testimonial."
            },
            "tool": {
              "name": "Authority citation",
              "slug": "authority-citation",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-49ae-7557-89ad-3fca70469b45",
              "version": 1,
              "bodyDocId": null,
              "description": "Quoting an authority figure, study, or precedent to lend weight.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:47+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1cc-2d164d770328",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.1,
            "x": 0.33,
            "y": 0.92
          },
          "kind": "source-note",
          "text": "Source: Bloomberg",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:45.599+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "bd7cbdf3-f62e-4f5a-8495-c2856daa4846",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.65,
            "x": 0.305,
            "y": 0.05
          },
          "kind": "title",
          "text": "Harker's Mysterious Departure From Stride Inc.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:45.599+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "6254a2f6-4c9a-41e1-a21d-24a9e493d12e",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [
        {
          "matchId": "cd3c881a-700c-40ad-86c1-89ac73e7f533",
          "evidence": "The slide explicitly links a board member's tenure to negative corporate events and lack of disclosure to build a case of mismanagement.",
          "framework": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-05-02 20:29:45.599+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 73,
          "frameworkName": "fraud-exposure"
        }
      ],
      "arcBeats": [
        {
          "to": 79,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 9,
          "name": "Expose Contradiction",
          "beatId": "b68955ea-1bea-4271-af69-04b4b38ed3c6",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck presents a series of contradictions and concerns about Xylem's financial reporting, operations, and growth prospects",
          "position": 0,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 82,
          "from": 1,
          "loop": {
            "name": "27_cost_of_inaction",
            "slug": "27-cost-of-inaction",
            "status": "active",
            "bestFor": "Urgent budget requests, compliance, risk mitigation",
            "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
            "description": "Quantify what happens if the audience does nothing",
            "familyLabel": null
          },
          "matchId": "2fa1c508-68a2-4a6b-9e65-5ff630e9c720",
          "evidence": "The deck presents a detailed analysis of the risks and consequences of not taking action on Xylem's challenges",
          "position": 1,
          "objective": "Highlight the risks of not taking action",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.166406+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        },
        {
          "to": 77,
          "from": 6,
          "loop": {
            "name": "41_so_what_cascade",
            "slug": "41-so-what-cascade",
            "status": "active",
            "bestFor": "Data presentations, executive summaries, driving to recommendations",
            "canonId": "019dd956-769f-7208-afbc-f28985c6f4fb",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Data -> So What? (Insight 1) -> So What? (Insight 2) -> So What? (The Action)",
            "description": "Chain insights together, each answering 'so what?' until you reach the actionable conclusion",
            "familyLabel": null
          },
          "matchId": "7d351594-e5d5-4f56-831e-33e1f8bcec2d",
          "evidence": "The deck presents a series of logical and connected arguments to support its thesis",
          "position": 2,
          "objective": "Build a logical case for the thesis",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.207918+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 74,
      "type": "tension",
      "title": "The slide uses two side-by-side tables representing different years (implied by the source 8-K 2021, 2020).",
      "function": "expose_contradiction",
      "rawType": "expose_contradiction",
      "block": null,
      "metadata": {
        "slideType": "expose_contradiction",
        "slideTypeCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df",
          "version": 1,
          "description": null
        },
        "function": "expose_contradiction",
        "functionCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-171f-776f-887c-73edaff4cf9c",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 51,
        "componentCount": 7,
        "textChars": 496,
        "nDataPoints": 48,
        "notes": "The slide uses two side-by-side tables representing different years (implied by the source 8-K 2021, 2020).",
        "elementsJson": [
          "headline_text",
          "callout_box",
          "data_table"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 20:29:45.79+00",
          "seconds": 2.718,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622c-750b-8b99-65deaf51fc65/74",
        "deck": "/decks/019dd923-622c-750b-8b99-65deaf51fc65",
        "deckAnchor": "/decks/019dd923-622c-750b-8b99-65deaf51fc65#slide-74",
        "deckJson": "/decks/019dd923-622c-750b-8b99-65deaf51fc65.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "In addition to not receiving broad support at Xylem to be on the Board, Ms. Harker also had the highest amount of votes withheld for her election at Stride Inc.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:47+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1cc-042fa8a61c5a",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "Withheld votes: 10,837,704",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:47+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1cc-0bc5601f6cf1",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.06,
            "w": 0.96,
            "x": 0.02,
            "y": 0.19
          },
          "kind": "paragraph",
          "text": "In addition to not receiving broad support at Xylem to be on the Board, Ms. Harker also had the highest amount of votes withheld for her election at Stride Inc.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:45.79+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "6687ced8-e83e-4abf-98d0-2cf0bd2207fe",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.15,
            "x": 0.02,
            "y": 0.91
          },
          "kind": "source-note",
          "text": "Source: 8-K (2021, 2020)",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:45.79+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "9be111e9-f556-4c57-8fc1-30b97d29b949",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.45,
            "w": 0.96,
            "x": 0.02,
            "y": 0.45
          },
          "kind": "table",
          "text": "Voting results table for Stride Inc. board members",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Table",
              "slug": "table",
              "status": "active",
              "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28",
              "version": 1,
              "description": "Tabular data layout."
            },
            "tool": null,
            "subkind": {
              "name": "Data table",
              "slug": "data",
              "status": "active",
              "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "data",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:45.79+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "557dde42-c7ae-4bd4-938e-f3e72c6bd124",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.35,
            "x": 0.305,
            "y": 0.05
          },
          "kind": "title",
          "text": "Just Don't Vote For Harker",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:45.79+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "fbfa437b-b3f0-487d-8abb-8f852664e405",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.04,
            "w": 0.96,
            "x": 0.02,
            "y": 0.405
          },
          "kind": "title",
          "text": "Audit Chair Harker Voting At Stride (Formerly K12)",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Subtitle",
              "slug": "subtitle",
              "status": "active",
              "canonId": "019de52c-fb09-739d-900c-815b0d9ac526",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "subtitle",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:45.79+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "a0192390-c02c-4e21-8430-64b9892b5baa",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [
        {
          "matchId": "a39d771c-017a-4f4d-bca0-ce0e7df758ca",
          "evidence": "Highlighting poor governance/shareholder support to discredit a nominee.",
          "framework": null,
          "confidence": 0.8,
          "extraction": {
            "at": "2026-05-02 20:29:45.79+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 74,
          "frameworkName": "fraud-exposure"
        }
      ],
      "arcBeats": [
        {
          "to": 79,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 9,
          "name": "Expose Contradiction",
          "beatId": "b68955ea-1bea-4271-af69-04b4b38ed3c6",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck presents a series of contradictions and concerns about Xylem's financial reporting, operations, and growth prospects",
          "position": 0,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 82,
          "from": 1,
          "loop": {
            "name": "27_cost_of_inaction",
            "slug": "27-cost-of-inaction",
            "status": "active",
            "bestFor": "Urgent budget requests, compliance, risk mitigation",
            "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
            "description": "Quantify what happens if the audience does nothing",
            "familyLabel": null
          },
          "matchId": "2fa1c508-68a2-4a6b-9e65-5ff630e9c720",
          "evidence": "The deck presents a detailed analysis of the risks and consequences of not taking action on Xylem's challenges",
          "position": 1,
          "objective": "Highlight the risks of not taking action",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.166406+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        },
        {
          "to": 77,
          "from": 6,
          "loop": {
            "name": "41_so_what_cascade",
            "slug": "41-so-what-cascade",
            "status": "active",
            "bestFor": "Data presentations, executive summaries, driving to recommendations",
            "canonId": "019dd956-769f-7208-afbc-f28985c6f4fb",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Data -> So What? (Insight 1) -> So What? (Insight 2) -> So What? (The Action)",
            "description": "Chain insights together, each answering 'so what?' until you reach the actionable conclusion",
            "familyLabel": null
          },
          "matchId": "7d351594-e5d5-4f56-831e-33e1f8bcec2d",
          "evidence": "The deck presents a series of logical and connected arguments to support its thesis",
          "position": 2,
          "objective": "Build a logical case for the thesis",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.207918+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 75,
      "type": "tension",
      "title": "The slide uses a red callout box to highlight the activist's critique and a yellow highlight in the quote to emphasize the specific accounting exclusions.",
      "function": "expose_contradiction",
      "rawType": "expose_contradiction",
      "block": null,
      "metadata": {
        "slideType": "expose_contradiction",
        "slideTypeCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df",
          "version": 1,
          "description": null
        },
        "function": "expose_contradiction",
        "functionCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-171f-776f-887c-73edaff4cf9c",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 65,
        "componentCount": 7,
        "textChars": 1724,
        "nDataPoints": 0,
        "notes": "The slide uses a red callout box to highlight the activist's critique and a yellow highlight in the quote to emphasize the specific accounting exclusions.",
        "elementsJson": [
          "headline_text",
          "callout_box",
          "paragraph",
          "footnote"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 20:29:46.718+00",
          "seconds": 3.561,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622c-750b-8b99-65deaf51fc65/75",
        "deck": "/decks/019dd923-622c-750b-8b99-65deaf51fc65",
        "deckAnchor": "/decks/019dd923-622c-750b-8b99-65deaf51fc65#slide-75",
        "deckJson": "/decks/019dd923-622c-750b-8b99-65deaf51fc65.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.13,
            "w": 0.96,
            "x": 0.02,
            "y": 0.18
          },
          "kind": "callout",
          "text": "Despite all our evidence that Xylem has failed investors, we believe its rubber-stamping Board approved short-term annual incentive target changes that are beneficial towards management. The Evoqua deal was all-stock and now none of the dilutive share-based compensation expenses will be considered costs. Furthermore, we believe Xylem is signaling that it may start divesting previous failed acquisitions by also adding language that Adjusted EBITDA removes any gains or losses from businesses sold.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": null,
            "subkind": {
              "name": "Primary callout",
              "slug": "primary",
              "status": "active",
              "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:46.718+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "33ec4ba1-b0c0-4c0e-a044-b461e737e5da",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "callout",
          "text": "Despite all our evidence that Xylem has failed investors, we believe its rubber-stamping Board approved short-term annual incentive target changes that are beneficial towards management.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:48+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1cc-4435bc9e7c84",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.12,
            "w": 0.96,
            "x": 0.02,
            "y": 0.51
          },
          "kind": "paragraph",
          "text": "\"Defined as earnings before interest, taxes, depreciation and amortization expense, adjusted to exclude share-based compensation charges, restructuring and realignment costs, special charges and gain or loss from sale of businesses. Adjusted EBITDA replaced Adjusted Operating Income in 2022 which is defined as operating income, adjusted to exclude restructuring and realignment costs and special charges.\"",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:46.718+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "859590d6-e427-4d02-9a5f-ed1d7f75ece9",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "quote",
          "text": "Defined as earnings before interest, taxes, depreciation and amortization expense, adjusted to exclude share-based compensation charges, restructuring and realignment costs, special charges and gain or loss from sale of businesses. Adjusted EBITDA replaced Adjusted Operating Income in 2022 which is defined as operating income, adjusted to exclude restructuring and realignment costs and special charges. — Xylem Proxy Statement filed April 3, 2023",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Quote",
              "slug": "quote",
              "status": "active",
              "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a",
              "version": 1,
              "description": "Pull quote or testimonial."
            },
            "tool": {
              "name": "Authority citation",
              "slug": "authority-citation",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-49ae-7557-89ad-3fca70469b45",
              "version": 1,
              "bodyDocId": null,
              "description": "Quoting an authority figure, study, or precedent to lend weight.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:48+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1cc-4a394b06c5f5",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.35,
            "x": 0.02,
            "y": 0.71
          },
          "kind": "source-note",
          "text": "Source: Xylem Proxy Statement filed April 3, 2023",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:46.718+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "41a2dc6c-797f-409a-b13f-0fd11aa9b272",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.65,
            "x": 0.28,
            "y": 0.03
          },
          "kind": "title",
          "text": "Farcical Compensation Plan Change Beneficial To Xylem's Management",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:46.718+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "190b93bd-f248-400e-aed4-d976a2b8e7dd",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.04,
            "w": 0.96,
            "x": 0.02,
            "y": 0.41
          },
          "kind": "title",
          "text": "Xylem's Favorable Bonus Metric For Management Annual Incentive Plan",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Subtitle",
              "slug": "subtitle",
              "status": "active",
              "canonId": "019de52c-fb09-739d-900c-815b0d9ac526",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "subtitle",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:46.718+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "6b39924e-76a5-4f45-af6f-01eb555c0761",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [
        {
          "matchId": "57ce0ee3-0496-4344-9185-fcc91a2c01d7",
          "evidence": "The slide contrasts management's stated compensation policy with the activist's interpretation of it as a 'farcical' benefit.",
          "framework": null,
          "confidence": 0.85,
          "extraction": {
            "at": "2026-05-02 20:29:46.718+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 75,
          "frameworkName": "ceo-quote-contradiction"
        }
      ],
      "arcBeats": [
        {
          "to": 79,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 9,
          "name": "Expose Contradiction",
          "beatId": "b68955ea-1bea-4271-af69-04b4b38ed3c6",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck presents a series of contradictions and concerns about Xylem's financial reporting, operations, and growth prospects",
          "position": 0,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 82,
          "from": 1,
          "loop": {
            "name": "27_cost_of_inaction",
            "slug": "27-cost-of-inaction",
            "status": "active",
            "bestFor": "Urgent budget requests, compliance, risk mitigation",
            "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
            "description": "Quantify what happens if the audience does nothing",
            "familyLabel": null
          },
          "matchId": "2fa1c508-68a2-4a6b-9e65-5ff630e9c720",
          "evidence": "The deck presents a detailed analysis of the risks and consequences of not taking action on Xylem's challenges",
          "position": 1,
          "objective": "Highlight the risks of not taking action",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.166406+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        },
        {
          "to": 77,
          "from": 6,
          "loop": {
            "name": "41_so_what_cascade",
            "slug": "41-so-what-cascade",
            "status": "active",
            "bestFor": "Data presentations, executive summaries, driving to recommendations",
            "canonId": "019dd956-769f-7208-afbc-f28985c6f4fb",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Data -> So What? (Insight 1) -> So What? (Insight 2) -> So What? (The Action)",
            "description": "Chain insights together, each answering 'so what?' until you reach the actionable conclusion",
            "familyLabel": null
          },
          "matchId": "7d351594-e5d5-4f56-831e-33e1f8bcec2d",
          "evidence": "The deck presents a series of logical and connected arguments to support its thesis",
          "position": 2,
          "objective": "Build a logical case for the thesis",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.207918+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 76,
      "type": "tension",
      "title": "Uses a rhetorical question as a title to frame the CEO's actions as hypocritical or suspicious.",
      "function": "expose_contradiction",
      "rawType": "expose_contradiction",
      "block": null,
      "metadata": {
        "slideType": "expose_contradiction",
        "slideTypeCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df",
          "version": 1,
          "description": null
        },
        "function": "expose_contradiction",
        "functionCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-171f-776f-887c-73edaff4cf9c",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 53,
        "componentCount": 5,
        "textChars": 1667,
        "nDataPoints": 2,
        "notes": "Uses a rhetorical question as a title to frame the CEO's actions as hypocritical or suspicious.",
        "elementsJson": [
          "headline_text",
          "callout_box",
          "paragraph"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 20:29:46.539+00",
          "seconds": 3.26,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622c-750b-8b99-65deaf51fc65/76",
        "deck": "/decks/019dd923-622c-750b-8b99-65deaf51fc65",
        "deckAnchor": "/decks/019dd923-622c-750b-8b99-65deaf51fc65#slide-76",
        "deckJson": "/decks/019dd923-622c-750b-8b99-65deaf51fc65.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.08,
            "w": 0.96,
            "x": 0.02,
            "y": 0.17
          },
          "kind": "callout",
          "text": "A little more than two weeks after the Evoqua deal announcement, Xylem CEO Decker entered into a stock sale program. We believe this abrupt move to sell stock by Mr. Decker shows a lack confidence in his own deal-making.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": null,
            "subkind": {
              "name": "Primary callout",
              "slug": "primary",
              "status": "active",
              "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:46.539+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "0b5d3453-c3d4-41d1-aa82-841052123ed3",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.55,
            "w": 0.96,
            "x": 0.02,
            "y": 0.36
          },
          "kind": "paragraph",
          "text": "On February 10, 2023, Patrick K. Decker, President and Chief Executive Officer of Xylem Inc. (the “Company”), entered into a pre-arranged trading plan (the “Plan”) in accordance with Rule 10b5-1 under the Securities Exchange Act of 1934, as amended (the “Exchange Act”), and the Company’s policies, including those with respect to insider trading and stock ownership. The Plan is part of Mr. Decker’s individual long-term asset diversification and financial planning strategy.\n\nSales under the Plan may take place periodically from March 13, 2023 through February 9, 2024 at prevailing market prices for the Company’s common stock, subject to minimum price thresholds specified in the Plan. Under the terms of the Plan, Mr. Decker may sell up to an aggregate of 255,595 shares of the Company’s common stock to be acquired through the exercise of fully-vested stock options.\n\nMr. Decker is subject to the Company’s executive stock ownership guidelines, under which he is required to hold vested shares and options valued at least six times his annual base salary. Mr. Decker currently exceeds the required level of stock ownership, and assuming consummation of all of the proposed option exercises under the Plan, he would continue to beneficially own more than 845,000 shares of Company stock, which is well in excess of the required level of stock ownership.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:46.539+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "04e66f93-e82c-40d0-9d9e-dc7fb1825dd1",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.1,
            "x": 0.02,
            "y": 0.91
          },
          "kind": "source-note",
          "text": "Source: 8-K",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:46.539+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "3c5345da-c0e8-4af5-85ea-e5d46e5f89c6",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.65,
            "x": 0.305,
            "y": 0.05
          },
          "kind": "title",
          "text": "CEO Decker Not Wanting To Eat His Own Cooking?",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:46.539+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "f55debba-e75b-4a1b-b171-8acac4a3edc4",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.04,
            "w": 0.96,
            "x": 0.02,
            "y": 0.3
          },
          "kind": "title",
          "text": "Decker's Stock Liquidation Plan",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Subtitle",
              "slug": "subtitle",
              "status": "active",
              "canonId": "019de52c-fb09-739d-900c-815b0d9ac526",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "subtitle",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:46.539+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "307576b3-64b0-47f5-b0e3-2ea5a6a9fd4a",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [
        {
          "matchId": "97d66f08-186a-4013-b23f-275d4ecb8442",
          "evidence": "Contrasts CEO's public deal-making with private stock liquidation plan.",
          "framework": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-05-02 20:29:46.539+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 76,
          "frameworkName": "ceo-quote-contradiction"
        }
      ],
      "arcBeats": [
        {
          "to": 79,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 9,
          "name": "Expose Contradiction",
          "beatId": "b68955ea-1bea-4271-af69-04b4b38ed3c6",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck presents a series of contradictions and concerns about Xylem's financial reporting, operations, and growth prospects",
          "position": 0,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 82,
          "from": 1,
          "loop": {
            "name": "27_cost_of_inaction",
            "slug": "27-cost-of-inaction",
            "status": "active",
            "bestFor": "Urgent budget requests, compliance, risk mitigation",
            "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
            "description": "Quantify what happens if the audience does nothing",
            "familyLabel": null
          },
          "matchId": "2fa1c508-68a2-4a6b-9e65-5ff630e9c720",
          "evidence": "The deck presents a detailed analysis of the risks and consequences of not taking action on Xylem's challenges",
          "position": 1,
          "objective": "Highlight the risks of not taking action",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.166406+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        },
        {
          "to": 77,
          "from": 6,
          "loop": {
            "name": "41_so_what_cascade",
            "slug": "41-so-what-cascade",
            "status": "active",
            "bestFor": "Data presentations, executive summaries, driving to recommendations",
            "canonId": "019dd956-769f-7208-afbc-f28985c6f4fb",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Data -> So What? (Insight 1) -> So What? (Insight 2) -> So What? (The Action)",
            "description": "Chain insights together, each answering 'so what?' until you reach the actionable conclusion",
            "familyLabel": null
          },
          "matchId": "7d351594-e5d5-4f56-831e-33e1f8bcec2d",
          "evidence": "The deck presents a series of logical and connected arguments to support its thesis",
          "position": 2,
          "objective": "Build a logical case for the thesis",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.207918+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 77,
      "type": "tension",
      "title": "The slide uses a tree logo, likely representing Spruce Point Capital Management.",
      "function": "frame_problem",
      "rawType": "thesis_headline",
      "block": null,
      "metadata": {
        "slideType": "thesis_headline",
        "slideTypeCanon": {
          "name": "Thesis headline",
          "slug": "thesis_headline",
          "status": "active",
          "canonId": "019de52d-073a-70cb-b9f6-772a597bb5af",
          "version": 1,
          "description": null
        },
        "function": "frame_problem",
        "functionCanon": {
          "name": "Frame problem",
          "slug": "frame_problem",
          "status": "active",
          "canonId": "019de52d-13db-753e-ad70-e9b2d0dab398",
          "version": 1,
          "description": null
        },
        "density": "sparse",
        "densityScore": 18,
        "componentCount": 4,
        "textChars": 264,
        "nDataPoints": 2,
        "notes": "The slide uses a tree logo, likely representing Spruce Point Capital Management.",
        "elementsJson": [
          "other"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 20:29:45.896+00",
          "seconds": 2.508,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622c-750b-8b99-65deaf51fc65/77",
        "deck": "/decks/019dd923-622c-750b-8b99-65deaf51fc65",
        "deckAnchor": "/decks/019dd923-622c-750b-8b99-65deaf51fc65#slide-77",
        "deckJson": "/decks/019dd923-622c-750b-8b99-65deaf51fc65.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.03,
            "w": 0.5,
            "x": 0.45,
            "y": 0.95
          },
          "kind": "disclaimer",
          "text": "Proprietary and Confidential –May Not Be Distributed or Copied Without Spruce Point Capital Management, LLC Consent",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Disclaimer",
              "slug": "disclaimer",
              "status": "active",
              "canonId": "91173477-d91f-4024-bbaf-d4f93e3f82dc",
              "version": 1,
              "description": "Legal/cautionary text that occupies most of the body of its slide."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:45.896+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "e520838a-cc70-47eb-902d-b44afc63fa41",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.4,
            "w": 0.2,
            "x": 0.07,
            "y": 0.3
          },
          "kind": "image",
          "text": "Spruce Point Capital Management tree logo",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Logo",
              "slug": "logo",
              "status": "active",
              "canonId": "019de52c-fdaf-743d-94c4-d7c6a0e55302",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "logo",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:45.896+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "043df379-8ce2-45b6-94b7-d990902bcedd",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "share price downside: 30% – 45%",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:47+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1cc-196312da8c34",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.2,
            "w": 0.6,
            "x": 0.34,
            "y": 0.41
          },
          "kind": "title",
          "text": "Why We Conservatively Estimate 30% – 45% Downside Risk To Xylem’s Share Price",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:45.896+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "e2a70d4b-33bd-4fb6-9947-96acb99ca282",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "Thesis archetype",
            "slug": "thesis-archetype",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd9e1-4b0b-7428-9b26-f171d1e753fb",
            "version": 1,
            "bodyDocId": null,
            "description": "A canonical investment / activist thesis shape (breakup, fraud, governance).",
            "familyLabel": null,
            "categoryName": null,
            "categorySlug": null
          },
          "agent": null,
          "layer": "slide",
          "agents": null,
          "matchId": "e46ab849-9f61-48a7-98d1-1924a5517f00",
          "evidence": "The slide presents a clear and concise thesis statement, 'Why We Conservatively Estimate 30% – 45% Downside Risk To Xylem’s Share Price', which is a characteristic of a thesis archetype.",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 23:05:22.663121+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 77,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": "optional",
          "narrativePurpose": null
        }
      ],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 79,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 9,
          "name": "Expose Contradiction",
          "beatId": "b68955ea-1bea-4271-af69-04b4b38ed3c6",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck presents a series of contradictions and concerns about Xylem's financial reporting, operations, and growth prospects",
          "position": 0,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 82,
          "from": 1,
          "loop": {
            "name": "27_cost_of_inaction",
            "slug": "27-cost-of-inaction",
            "status": "active",
            "bestFor": "Urgent budget requests, compliance, risk mitigation",
            "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
            "description": "Quantify what happens if the audience does nothing",
            "familyLabel": null
          },
          "matchId": "2fa1c508-68a2-4a6b-9e65-5ff630e9c720",
          "evidence": "The deck presents a detailed analysis of the risks and consequences of not taking action on Xylem's challenges",
          "position": 1,
          "objective": "Highlight the risks of not taking action",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.166406+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        },
        {
          "to": 77,
          "from": 6,
          "loop": {
            "name": "41_so_what_cascade",
            "slug": "41-so-what-cascade",
            "status": "active",
            "bestFor": "Data presentations, executive summaries, driving to recommendations",
            "canonId": "019dd956-769f-7208-afbc-f28985c6f4fb",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Data -> So What? (Insight 1) -> So What? (Insight 2) -> So What? (The Action)",
            "description": "Chain insights together, each answering 'so what?' until you reach the actionable conclusion",
            "familyLabel": null
          },
          "matchId": "7d351594-e5d5-4f56-831e-33e1f8bcec2d",
          "evidence": "The deck presents a series of logical and connected arguments to support its thesis",
          "position": 2,
          "objective": "Build a logical case for the thesis",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.207918+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 78,
      "type": "setup",
      "title": "The table highlights the discrepancy in financial reporting regarding operating leases.",
      "function": "show_valuation_bridge",
      "rawType": "valuation_table",
      "block": null,
      "metadata": {
        "slideType": "valuation_table",
        "slideTypeCanon": {
          "name": "Valuation table",
          "slug": "valuation_table",
          "status": "active",
          "canonId": "019de52d-12c3-77cd-8474-6cd39cf844cb",
          "version": 1,
          "description": null
        },
        "function": "show_valuation_bridge",
        "functionCanon": {
          "name": "Show valuation bridge",
          "slug": "show_valuation_bridge",
          "status": "active",
          "canonId": "019de52d-1883-716e-9dec-4981e70b840a",
          "version": 1,
          "description": null
        },
        "density": "balanced",
        "densityScore": 34,
        "componentCount": 5,
        "textChars": 483,
        "nDataPoints": 45,
        "notes": "The table highlights the discrepancy in financial reporting regarding operating leases.",
        "elementsJson": [
          "headline_text",
          "callout_box",
          "data_table",
          "footnote"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 20:29:46.304+00",
          "seconds": 2.914,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622c-750b-8b99-65deaf51fc65/78",
        "deck": "/decks/019dd923-622c-750b-8b99-65deaf51fc65",
        "deckAnchor": "/decks/019dd923-622c-750b-8b99-65deaf51fc65#slide-78",
        "deckJson": "/decks/019dd923-622c-750b-8b99-65deaf51fc65.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.05,
            "w": 0.9,
            "x": 0.05,
            "y": 0.18
          },
          "kind": "callout",
          "text": "Spruce Point believes that current financial data providers are, at a minimum, failing to capture operating leases.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": null,
            "subkind": {
              "name": "Primary callout",
              "slug": "primary",
              "status": "active",
              "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:46.304+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "068f1235-2f61-4d90-b0ae-1a7a507a68cd",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "Enterprise Value: $27,607",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:48+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1cc-60c4c2d7d8ac",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.06,
            "w": 0.9,
            "x": 0.05,
            "y": 0.91
          },
          "kind": "source-note",
          "text": "Source: Xylem recent 10-Q, Evoqua last 10-Q and Spruce Point analysis. (1) Evoqua disclosed long-term operating leases but Xylem does not provided separate disclosure. As a result, we include Evoqua's disclosed long-term operating leases as of March 31, 2023.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:46.304+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "9213a5d3-1674-4e2d-aa66-e8c99d995e9f",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.65,
            "w": 0.9,
            "x": 0.05,
            "y": 0.26
          },
          "kind": "table",
          "text": "Spruce Point Adjusted Pro Forma Xylem Capital Structure",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Table",
              "slug": "table",
              "status": "active",
              "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28",
              "version": 1,
              "description": "Tabular data layout."
            },
            "tool": null,
            "subkind": {
              "name": "Valuation table",
              "slug": "valuation",
              "status": "active",
              "canonId": "019de52d-034c-74ed-b5c8-22b5e6ac196d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "valuation",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:46.304+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "ffc7f762-f339-421b-aaed-dc5b68cd02c8",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.4,
            "x": 0.3,
            "y": 0.05
          },
          "kind": "title",
          "text": "Xylem's New Capital Structure",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:46.304+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "4f577cec-e171-4baf-ae5b-9edfefc1b89b",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [
        {
          "matchId": "166f2f0f-0cec-4f07-ab1c-fb07cc728a82",
          "evidence": "The slide explicitly calls out a failure in financial data providers to capture operating leases, implying a hidden liability.",
          "framework": null,
          "confidence": 0.85,
          "extraction": {
            "at": "2026-05-02 20:29:46.304+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 78,
          "frameworkName": "fraud-exposure"
        }
      ],
      "arcBeats": [
        {
          "to": 79,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 9,
          "name": "Expose Contradiction",
          "beatId": "b68955ea-1bea-4271-af69-04b4b38ed3c6",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck presents a series of contradictions and concerns about Xylem's financial reporting, operations, and growth prospects",
          "position": 0,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 82,
          "from": 1,
          "loop": {
            "name": "27_cost_of_inaction",
            "slug": "27-cost-of-inaction",
            "status": "active",
            "bestFor": "Urgent budget requests, compliance, risk mitigation",
            "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
            "description": "Quantify what happens if the audience does nothing",
            "familyLabel": null
          },
          "matchId": "2fa1c508-68a2-4a6b-9e65-5ff630e9c720",
          "evidence": "The deck presents a detailed analysis of the risks and consequences of not taking action on Xylem's challenges",
          "position": 1,
          "objective": "Highlight the risks of not taking action",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.166406+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 79,
      "type": "tension",
      "title": "The slide uses a direct 'Broker Hype' vs 'Spruce Point Reality' comparison to undermine analyst credibility.",
      "function": "expose_contradiction",
      "rawType": "expose_contradiction",
      "block": null,
      "metadata": {
        "slideType": "expose_contradiction",
        "slideTypeCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-124c-75aa-984a-0a3d0d8fc8df",
          "version": 1,
          "description": null
        },
        "function": "expose_contradiction",
        "functionCanon": {
          "name": "Expose contradiction",
          "slug": "expose_contradiction",
          "status": "active",
          "canonId": "019de52d-171f-776f-887c-73edaff4cf9c",
          "version": 1,
          "description": null
        },
        "density": "sparse",
        "densityScore": 16,
        "componentCount": 3,
        "textChars": 264,
        "nDataPoints": 6,
        "notes": "The slide uses a direct 'Broker Hype' vs 'Spruce Point Reality' comparison to undermine analyst credibility.",
        "elementsJson": [
          "headline_text",
          "callout_box",
          "comparison_table"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 20:29:45.606+00",
          "seconds": 2.141,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622c-750b-8b99-65deaf51fc65/79",
        "deck": "/decks/019dd923-622c-750b-8b99-65deaf51fc65",
        "deckAnchor": "/decks/019dd923-622c-750b-8b99-65deaf51fc65#slide-79",
        "deckJson": "/decks/019dd923-622c-750b-8b99-65deaf51fc65.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.04,
            "w": 0.98,
            "x": 0.01,
            "y": 0.165
          },
          "kind": "callout",
          "text": "Spruce Point believes analysts are overly promoting Xylem’s troubled acquisition of Evoqua.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": null,
            "subkind": {
              "name": "Primary callout",
              "slug": "primary",
              "status": "active",
              "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:45.606+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "983de2e5-cb5f-47e3-a90e-ca5d6fa43cba",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.75,
            "w": 0.98,
            "x": 0.01,
            "y": 0.215
          },
          "kind": "table",
          "text": "Comparison table with columns: Promoter/Date, Broker Hype, Spruce Point Reality",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Table",
              "slug": "table",
              "status": "active",
              "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28",
              "version": 1,
              "description": "Tabular data layout."
            },
            "tool": null,
            "subkind": {
              "name": "Data table",
              "slug": "data",
              "status": "active",
              "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "data",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:45.606+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "67781f9f-0329-4309-aef2-9fad5661da8c",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.65,
            "x": 0.31,
            "y": 0.03
          },
          "kind": "title",
          "text": "We Think Stock Broker Promotion of The Deal Reflects Excessive Optimism And Faulty Assumptions",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:45.606+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "1f3e0b4c-baea-4829-b686-1989f63c01f1",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [
        {
          "matchId": "5029bef0-8b6a-4b12-88e5-41471df98037",
          "evidence": "Directly challenges analyst claims with investigative findings to expose potential overvaluation and faulty assumptions.",
          "framework": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-05-02 20:29:45.606+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 79,
          "frameworkName": "fraud-exposure"
        }
      ],
      "arcBeats": [
        {
          "to": 79,
          "arc": {
            "name": "Problem-Agitate-Solution",
            "slug": "problem-agitate-solution",
            "status": "active",
            "bestFor": "Sales pitches, urgency-driven, competitive displacement",
            "canonId": "019dd956-5ec6-70f9-9fd8-fdbaaff39acf",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Problem (Identify pain) -> Agitate (Make it worse) -> Solution (Provide relief)",
            "description": null,
            "familyLabel": null
          },
          "from": 9,
          "name": "Expose Contradiction",
          "beatId": "b68955ea-1bea-4271-af69-04b4b38ed3c6",
          "matchId": "2e399e0c-5754-43c4-b259-8c8ee3e1a4bd",
          "beatType": null,
          "evidence": "The deck presents a series of contradictions and concerns about Xylem's financial reporting, operations, and growth prospects",
          "position": 0,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 82,
          "from": 1,
          "loop": {
            "name": "27_cost_of_inaction",
            "slug": "27-cost-of-inaction",
            "status": "active",
            "bestFor": "Urgent budget requests, compliance, risk mitigation",
            "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
            "description": "Quantify what happens if the audience does nothing",
            "familyLabel": null
          },
          "matchId": "2fa1c508-68a2-4a6b-9e65-5ff630e9c720",
          "evidence": "The deck presents a detailed analysis of the risks and consequences of not taking action on Xylem's challenges",
          "position": 1,
          "objective": "Highlight the risks of not taking action",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.166406+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 80,
      "type": "setup",
      "title": "The slide uses a table to show price target changes and a pie chart to show analyst sentiment distribution.",
      "function": "preempt_rebuttal",
      "rawType": "preempt_rebuttal",
      "block": null,
      "metadata": {
        "slideType": "preempt_rebuttal",
        "slideTypeCanon": {
          "name": "Preempt rebuttal",
          "slug": "preempt_rebuttal",
          "status": "active",
          "canonId": "019de52d-1225-7368-af32-6381fddabdb3",
          "version": 1,
          "description": null
        },
        "function": "preempt_rebuttal",
        "functionCanon": {
          "name": "Preempt rebuttal",
          "slug": "preempt_rebuttal",
          "status": "active",
          "canonId": "019de52d-18ab-7479-9a7e-820a2f03586a",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 70,
        "componentCount": 7,
        "textChars": 1293,
        "nDataPoints": 30,
        "notes": "The slide uses a table to show price target changes and a pie chart to show analyst sentiment distribution.",
        "elementsJson": [
          "headline_text",
          "paragraph",
          "comparison_table",
          "pie_chart",
          "footnote"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 20:29:46.61+00",
          "seconds": 3.082,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622c-750b-8b99-65deaf51fc65/80",
        "deck": "/decks/019dd923-622c-750b-8b99-65deaf51fc65",
        "deckAnchor": "/decks/019dd923-622c-750b-8b99-65deaf51fc65#slide-80",
        "deckJson": "/decks/019dd923-622c-750b-8b99-65deaf51fc65.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "The current average sell-side price target implies 13% upside, which we believe is hardly exciting in a world where you can earn 5% sitting in cash while avoiding the risks that, 1) Xylem mis-executes (like it has in previous M&A) with integrating Evoqua, 2) That the DOJ brings parallel charges against Evoqua similar to (or worse than) what the SEC charged, and 3) Financial restatement risk as suggested by Xylem’s recent disclosure of two sets of financial statements.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:49+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1cc-975d706fa653",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.3,
            "w": 0.3,
            "x": 0.65,
            "y": 0.4
          },
          "kind": "chart",
          "text": "Rating Distribution pie chart showing 54% Buy and 46% Neutral.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Chart",
              "slug": "chart",
              "status": "active",
              "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8",
              "version": 1,
              "description": "Quantitative chart."
            },
            "tool": null,
            "subkind": {
              "name": "Pie chart",
              "slug": "pie",
              "status": "active",
              "canonId": "019de52c-ffdb-71bb-a800-5c5ab9f1c373",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "pie",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:46.61+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "35d9c00c-20f8-438e-a94c-79a43aaede6b",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "implied upside: +13%",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:49+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1cc-9a1a5c971f46",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.9,
            "x": 0.05,
            "y": 0.17
          },
          "kind": "paragraph",
          "text": "The chorus of stock promoters are moderately bullish on Xylem. The current average sell-side price target implies 13% upside, which we believe is hardly exciting in a world where you can earn 5% sitting in cash while avoiding the risks that, 1) Xylem mis-executes (like it has in previous M&A) with integrating Evoqua, 2) That the DOJ brings parallel charges against Evoqua similar to (or worse than) what the SEC charged, and 3) Financial restatement risk as suggested by Xylem’s recent disclosure of two sets of financial statements.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:46.61+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "4f4c1676-4683-4a57-b845-9b977f9b9493",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.3,
            "x": 0.05,
            "y": 0.92
          },
          "kind": "source-note",
          "text": "Note: Upside based on current share price of $105.15. Source: Bloomberg and Spruce Point analysis",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:46.61+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "4ac07f09-f9ea-4630-8b8f-f2d3493f76a4",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.55,
            "w": 0.6,
            "x": 0.05,
            "y": 0.35
          },
          "kind": "table",
          "text": "Table of stock promoters, recommendations, and price targets pre/post Q2.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Table",
              "slug": "table",
              "status": "active",
              "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28",
              "version": 1,
              "description": "Tabular data layout."
            },
            "tool": null,
            "subkind": {
              "name": "Data table",
              "slug": "data",
              "status": "active",
              "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "data",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:46.61+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "9b78e1c4-3539-49bb-8d99-95a129f7cfd3",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.4,
            "x": 0.31,
            "y": 0.05
          },
          "kind": "title",
          "text": "Tepid Endorsement For Xylem Shares",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:46.61+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "0a98cf2e-5fdd-4341-a530-0dc74198020e",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [
        {
          "matchId": "ac86b6a7-959f-470a-92cf-eae245f34e0b",
          "evidence": "The slide explicitly lists risks to counter the bullish sentiment of sell-side analysts.",
          "framework": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-05-02 20:29:46.61+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 80,
          "frameworkName": "preempt_rebuttal"
        }
      ],
      "arcBeats": [],
      "loops": [
        {
          "to": 82,
          "from": 1,
          "loop": {
            "name": "27_cost_of_inaction",
            "slug": "27-cost-of-inaction",
            "status": "active",
            "bestFor": "Urgent budget requests, compliance, risk mitigation",
            "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
            "description": "Quantify what happens if the audience does nothing",
            "familyLabel": null
          },
          "matchId": "2fa1c508-68a2-4a6b-9e65-5ff630e9c720",
          "evidence": "The deck presents a detailed analysis of the risks and consequences of not taking action on Xylem's challenges",
          "position": 1,
          "objective": "Highlight the risks of not taking action",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.166406+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 81,
      "type": "setup",
      "title": "The table highlights that Xylem trades at a premium despite having lower margins and higher leverage than many peers.",
      "function": "compare_peers",
      "rawType": "peer_benchmark",
      "block": null,
      "metadata": {
        "slideType": "peer_benchmark",
        "slideTypeCanon": {
          "name": "Peer benchmark",
          "slug": "peer_benchmark",
          "status": "active",
          "canonId": "019de52d-08f0-7158-a78d-d7b5331fefaf",
          "version": 1,
          "description": null
        },
        "function": "compare_peers",
        "functionCanon": {
          "name": "Compare peers",
          "slug": "compare_peers",
          "status": "active",
          "canonId": "019de52d-1453-72ba-a367-9ba3d34c1630",
          "version": 1,
          "description": null
        },
        "density": "balanced",
        "densityScore": 32,
        "componentCount": 5,
        "textChars": 387,
        "nDataPoints": 480,
        "notes": "The table highlights that Xylem trades at a premium despite having lower margins and higher leverage than many peers.",
        "elementsJson": [
          "headline_text",
          "comparison_table"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 20:29:46.505+00",
          "seconds": 2.812,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622c-750b-8b99-65deaf51fc65/81",
        "deck": "/decks/019dd923-622c-750b-8b99-65deaf51fc65",
        "deckAnchor": "/decks/019dd923-622c-750b-8b99-65deaf51fc65#slide-81",
        "deckJson": "/decks/019dd923-622c-750b-8b99-65deaf51fc65.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "Xylem’s Valuation Is Extreme Relative To Water And Industrial Peers With Higher Margins, Less Leverage",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:49+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1cc-b428578c2d4e",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "EV / EBITDA: 21.9x",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:49+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1cc-bb4979e5cd4d",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.4,
            "x": 0.05,
            "y": 0.95
          },
          "kind": "source-note",
          "text": "Source: Company financials, Bloomberg and Spruce Point estimates",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:46.505+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "60106a92-82d6-424f-8a8f-a0a2d5151264",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.75,
            "w": 0.9,
            "x": 0.05,
            "y": 0.18
          },
          "kind": "table",
          "text": "Peer comparison table showing Name, Segment, Price, Ent. Value, Margins, Growth, Multiples, and Debt.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Table",
              "slug": "table",
              "status": "active",
              "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28",
              "version": 1,
              "description": "Tabular data layout."
            },
            "tool": null,
            "subkind": {
              "name": "Data table",
              "slug": "data",
              "status": "active",
              "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "data",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:46.505+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "0bce88bb-5d05-4379-be24-4b40decbaa14",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.1,
            "w": 0.9,
            "x": 0.05,
            "y": 0.05
          },
          "kind": "title",
          "text": "Xylem's Valuation Is Extreme Relative To Water And Industrial Peers With Higher Margins, Less Leverage",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:46.505+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "88a49871-4939-45d5-bb9c-0a44a9d6ec91",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [
        {
          "matchId": "9728a3e0-5bb4-4e4e-917a-988d51f99da5",
          "evidence": "The slide uses a peer comparison table to frame Xylem's valuation as 'extreme' relative to competitors.",
          "framework": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-05-02 20:29:46.505+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 81,
          "frameworkName": "comparison_frame"
        }
      ],
      "arcBeats": [],
      "loops": [
        {
          "to": 82,
          "from": 1,
          "loop": {
            "name": "27_cost_of_inaction",
            "slug": "27-cost-of-inaction",
            "status": "active",
            "bestFor": "Urgent budget requests, compliance, risk mitigation",
            "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
            "description": "Quantify what happens if the audience does nothing",
            "familyLabel": null
          },
          "matchId": "2fa1c508-68a2-4a6b-9e65-5ff630e9c720",
          "evidence": "The deck presents a detailed analysis of the risks and consequences of not taking action on Xylem's challenges",
          "position": 1,
          "objective": "Highlight the risks of not taking action",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.166406+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 82,
      "type": "resolution",
      "title": "The slide uses a classic activist short-thesis structure: a bold thesis statement, a quantitative valuation bridge/table, and a list of supporting qualitative a",
      "function": "size_opportunity",
      "rawType": "valuation_table",
      "block": null,
      "metadata": {
        "slideType": "valuation_table",
        "slideTypeCanon": {
          "name": "Valuation table",
          "slug": "valuation_table",
          "status": "active",
          "canonId": "019de52d-12c3-77cd-8474-6cd39cf844cb",
          "version": 1,
          "description": null
        },
        "function": "size_opportunity",
        "functionCanon": {
          "name": "Size opportunity",
          "slug": "size_opportunity",
          "status": "active",
          "canonId": "019de52d-147b-7568-8828-a74a27697618",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 71,
        "componentCount": 7,
        "textChars": 1308,
        "nDataPoints": 32,
        "notes": "The slide uses a classic activist short-thesis structure: a bold thesis statement, a quantitative valuation bridge/table, and a list of supporting qualitative arguments.",
        "elementsJson": [
          "headline_text",
          "callout_box",
          "valuation_table",
          "bullet_list",
          "footnote"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 20:29:47.067+00",
          "seconds": 3.344,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622c-750b-8b99-65deaf51fc65/82",
        "deck": "/decks/019dd923-622c-750b-8b99-65deaf51fc65",
        "deckAnchor": "/decks/019dd923-622c-750b-8b99-65deaf51fc65#slide-82",
        "deckJson": "/decks/019dd923-622c-750b-8b99-65deaf51fc65.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.15,
            "w": 0.95,
            "x": 0.025,
            "y": 0.16
          },
          "kind": "callout",
          "text": "Spruce Point believes there is significant downside risk to Xylem's share price as its premium multiple is reconsidered by institutional investors in the face of abandoning its 2025 targets and the Evoqua acquisition at both an extreme valuation and under troubled circumstances. We believe the acquisition will further compound the loss of Xylem's credibility with the Street and its reputation can be severely damaged if the Department of Justice levies criminal charges against Evoqua. We see material downside to the share price and expect the stock to underperform both the S&P 500 and water sector.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": null,
            "subkind": {
              "name": "Primary callout",
              "slug": "primary",
              "status": "active",
              "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:47.067+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "631d61a8-afc6-416a-9f8a-38749012c0e1",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "callout",
          "text": "Spruce Point believes there is significant downside risk to Xylem’s share price as its premium multiple is reconsidered by institutional investors in the face of abandoning its 2025 targets and the Evoqua acquisition at both an extreme valuation and under troubled circumstances.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:49+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1cc-da11e8b7768f",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.55,
            "w": 0.45,
            "x": 0.52,
            "y": 0.325
          },
          "kind": "list",
          "text": "Factors Why Xylem's Multiple Should Compress: Abrupt shift from 2025 goals, execution risk, liquidity strains, lack of transparency, accounting concerns, synergy quantification issues, and insider selling.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:47.067+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "846fe996-92af-47bc-acfd-3cc73ed3e6fc",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "Est. Share Price: 30% – 45%",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-22 23:01:49+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-fb96-7553-b1cc-de5a753454ec",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.3,
            "x": 0.025,
            "y": 0.96
          },
          "kind": "source-note",
          "text": "Source: Company financials, Spruce Point research",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:47.067+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "23489128-6c9e-4252-83f2-b8c98d640309",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.55,
            "w": 0.48,
            "x": 0.025,
            "y": 0.325
          },
          "kind": "table",
          "text": "Valuation table showing Low/Base case for Sales and EBITDA multiples resulting in share price downside.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Table",
              "slug": "table",
              "status": "active",
              "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28",
              "version": 1,
              "description": "Tabular data layout."
            },
            "tool": null,
            "subkind": {
              "name": "Valuation table",
              "slug": "valuation",
              "status": "active",
              "canonId": "019de52d-034c-74ed-b5c8-22b5e6ac196d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "valuation",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:47.067+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "c3c00a3e-3b27-465b-93bc-283ec5950c6d",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.6,
            "x": 0.305,
            "y": 0.05
          },
          "kind": "title",
          "text": "Spruce Point Estimates 30% – 45% Downside",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:29:47.067+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "c0400136-d3c9-427e-bdcd-c884f7fd032b",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [
        {
          "matchId": "81562580-e93e-430e-ad3f-fdc12b9b0500",
          "evidence": "The table calculates equity value and share price based on multiple compression scenarios.",
          "framework": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-05-02 20:29:47.067+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 82,
          "frameworkName": "valuation-bridge"
        }
      ],
      "arcBeats": [],
      "loops": [
        {
          "to": 82,
          "from": 1,
          "loop": {
            "name": "27_cost_of_inaction",
            "slug": "27-cost-of-inaction",
            "status": "active",
            "bestFor": "Urgent budget requests, compliance, risk mitigation",
            "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
            "description": "Quantify what happens if the audience does nothing",
            "familyLabel": null
          },
          "matchId": "2fa1c508-68a2-4a6b-9e65-5ff630e9c720",
          "evidence": "The deck presents a detailed analysis of the risks and consequences of not taking action on Xylem's challenges",
          "position": 1,
          "objective": "Highlight the risks of not taking action",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:00:45.166406+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    }
  ],
  "arcBeats": [
    {
      "from": 9,
      "to": 79,
      "label": "Expose Contradiction",
      "description": "The deck presents a series of contradictions and concerns about Xylem's financial reporting, operations, and growth prospects"
    },
    {
      "from": 20,
      "to": 20,
      "label": "Problem Statement",
      "description": "The deck clearly states the problem with Xylem's organic order growth and its implications"
    },
    {
      "from": 11,
      "to": 56,
      "label": "Preempt Rebuttal",
      "description": "The deck anticipates and addresses potential rebuttals to its thesis"
    }
  ],
  "loops": [
    {
      "from": 30,
      "to": 39,
      "label": "Iceberg",
      "description": "Reveal potential accounting issues"
    },
    {
      "from": 1,
      "to": 82,
      "label": "Cost Of Inaction",
      "description": "Highlight the risks of not taking action"
    },
    {
      "from": 6,
      "to": 77,
      "label": "So What Cascade",
      "description": "Build a logical case for the thesis"
    }
  ]
}