{
  "schemaVersion": "deck-intelligence.v1",
  "id": "019dd923-5ca1-7489-b637-5f0badbad633",
  "slug": "e2f593105f80b477",
  "title": "IBV The Cognitive Enterprise",
  "subtitle": "IBM",
  "author": "IBM",
  "pageCount": 20,
  "kind": "consulting-deck",
  "orientation": "landscape",
  "aspectRatio": 1.332,
  "document": {
    "id": "019dd923-5ca1-7489-b637-5f0badbad633",
    "slug": "e2f593105f80b477",
    "title": "IBV The Cognitive Enterprise",
    "rawTitle": "IBV The Cognitive Enterprise",
    "authorId": "IBM",
    "authorName": "IBM",
    "authorDisplay": "IBM",
    "kind": {
      "slug": "consulting-deck",
      "label": "Consulting deck"
    },
    "sourceType": {
      "slug": "strategy_consulting",
      "label": "Strategy consulting"
    },
    "fileName": "IBV-The-Cognitive-Enterprise.pdf",
    "sourceUrl": "https://www.ibm.com/downloads/documents/us-en/10a99803fcafdcfc",
    "sourceDate": null,
    "presentationDate": null,
    "ingestedAt": "2026-04-23 20:51:35+00",
    "status": "ready",
    "pageCount": 20,
    "orientation": "landscape",
    "aspectRatio": 1.332,
    "targetCompany": null,
    "targetTicker": null,
    "metadata": {
      "local_root": "/tmp/legacy-images/e2f593105f80b477",
      "origin_corpus": "consulting"
    }
  },
  "coverage": {
    "pageCount": 20,
    "pagesIndexed": 20,
    "pagesWithImages": 20,
    "pagesWithMetadata": 20,
    "imageCoveragePct": 100,
    "metadataCoveragePct": 100,
    "componentCount": 106,
    "chartCount": 1,
    "metricSlides": 2,
    "toolMatches": 7,
    "documentToolMatches": 0,
    "frameworkMatches": 5,
    "arcMatches": 1,
    "beatMatches": 4,
    "loopMatches": 2,
    "patternMatches": 0,
    "storymakersMatch": false,
    "scoreAvailable": true,
    "reviewAvailable": true,
    "activistThesisAvailable": false,
    "pitchdeckMetadataAvailable": false,
    "pitchdeckProfileAvailable": false
  },
  "blocks": [],
  "matches": {
    "arcs": [
      {
        "arc": {
          "name": "The Consultant's Gambit",
          "slug": "consultants-gambit",
          "status": "active",
          "bestFor": "Business cases, project proposals, strategic recommendations",
          "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c",
          "version": 1,
          "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
          "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps",
          "description": null,
          "familyLabel": null,
          "categoryName": "Strategy & Business",
          "categorySlug": "strategy-business"
        },
        "matchId": "c397d70e-9166-4a49-a6a5-95864b1024a4",
        "evidence": "The document follows a structured approach, presenting situation/context, problem/complication, and solution/approach",
        "isPrimary": true,
        "confidence": 0.8,
        "extraction": {
          "at": "2026-07-16 21:05:31.487848+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": "doc-narrative-v1"
        }
      }
    ],
    "beats": [
      {
        "to": 4,
        "arc": {
          "name": "The Consultant's Gambit",
          "slug": "consultants-gambit",
          "status": "active",
          "bestFor": "Business cases, project proposals, strategic recommendations",
          "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c",
          "version": 1,
          "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
          "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps",
          "description": null,
          "familyLabel": null,
          "categoryName": "Strategy & Business",
          "categorySlug": "strategy-business"
        },
        "from": 1,
        "name": "Situation & Context",
        "beatId": "cb407d7a-48e2-4773-b435-92449aedc24e",
        "matchId": "c397d70e-9166-4a49-a6a5-95864b1024a4",
        "beatType": {
          "name": "Situation & Context",
          "slug": "consultants-gambit-situation-context",
          "status": "active",
          "canonId": "019dd9b8-05ae-741b-992d-65ee83c639b3",
          "version": 1,
          "description": null
        },
        "evidence": "The document sets the stage with an executive brief and overview of the Cognitive Enterprise",
        "position": 0,
        "isPrimaryArc": true,
        "parentBeatType": {
          "name": "Setup",
          "slug": "setup",
          "status": "active",
          "canonId": "019dd9b8-020e-7505-af9b-d9b9a4679bcc",
          "version": 1,
          "description": "Where the deck grounds the reader before doing anything else. Almost every arc opens here."
        },
        "alignedBlockIds": null,
        "matchConfidence": 0.8
      },
      {
        "to": 7,
        "arc": {
          "name": "The Consultant's Gambit",
          "slug": "consultants-gambit",
          "status": "active",
          "bestFor": "Business cases, project proposals, strategic recommendations",
          "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c",
          "version": 1,
          "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
          "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps",
          "description": null,
          "familyLabel": null,
          "categoryName": "Strategy & Business",
          "categorySlug": "strategy-business"
        },
        "from": 5,
        "name": "Problem & Complication",
        "beatId": "47d1aa14-f2d8-49a3-8888-adaae0147fab",
        "matchId": "c397d70e-9166-4a49-a6a5-95864b1024a4",
        "beatType": {
          "name": "Problem & Complication",
          "slug": "consultants-gambit-problem-complication",
          "status": "active",
          "canonId": "019dd9b8-064a-777f-a374-e9a8c43dedd4",
          "version": 1,
          "description": null
        },
        "evidence": "The document highlights the finance opportunity and challenges in the Cognitive Enterprise",
        "position": 1,
        "isPrimaryArc": true,
        "parentBeatType": {
          "name": "Complication",
          "slug": "complication",
          "status": "active",
          "canonId": "019dd9b8-0275-7709-b2d6-4f77c3fc7579",
          "version": 1,
          "description": "The point in the narrative where the audience should feel discomfort. Required for argumentative arcs."
        },
        "alignedBlockIds": null,
        "matchConfidence": 0.8
      },
      {
        "to": 13,
        "arc": {
          "name": "The Consultant's Gambit",
          "slug": "consultants-gambit",
          "status": "active",
          "bestFor": "Business cases, project proposals, strategic recommendations",
          "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c",
          "version": 1,
          "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
          "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps",
          "description": null,
          "familyLabel": null,
          "categoryName": "Strategy & Business",
          "categorySlug": "strategy-business"
        },
        "from": 8,
        "name": "Evidence & Proof",
        "beatId": "5d336958-cc59-4c2b-9b81-1698e9870456",
        "matchId": "c397d70e-9166-4a49-a6a5-95864b1024a4",
        "beatType": {
          "name": "Evidence & Proof",
          "slug": "consultants-gambit-evidence-proof",
          "status": "active",
          "canonId": "019dd9b8-07b1-7688-8e1e-7637fec3802a",
          "version": 1,
          "description": null
        },
        "evidence": "The document provides data tables, client examples, and case studies to support its claims",
        "position": 2,
        "isPrimaryArc": true,
        "parentBeatType": {
          "name": "Evidence",
          "slug": "evidence",
          "status": "active",
          "canonId": "019dd9b8-03f9-772a-b84a-4f07b415b77a",
          "version": 1,
          "description": "A dedicated proof beat exists in only ~4 arcs (Gambit, Sequoia, AIDA, Monroes). Other arcs embed evidence inline within development."
        },
        "alignedBlockIds": null,
        "matchConfidence": 0.8
      },
      {
        "to": 16,
        "arc": {
          "name": "The Consultant's Gambit",
          "slug": "consultants-gambit",
          "status": "active",
          "bestFor": "Business cases, project proposals, strategic recommendations",
          "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c",
          "version": 1,
          "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
          "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps",
          "description": null,
          "familyLabel": null,
          "categoryName": "Strategy & Business",
          "categorySlug": "strategy-business"
        },
        "from": 14,
        "name": "Solution & Approach",
        "beatId": "26341002-dfa5-497a-95f1-ffff994fffd6",
        "matchId": "c397d70e-9166-4a49-a6a5-95864b1024a4",
        "beatType": {
          "name": "Solution & Approach",
          "slug": "consultants-gambit-solution-approach",
          "status": "active",
          "canonId": "019dd9b8-071c-7161-9184-580fdac7a4f9",
          "version": 1,
          "description": null
        },
        "evidence": "The document outlines next steps and a roadmap for achieving the Cognitive Enterprise vision",
        "position": 3,
        "isPrimaryArc": true,
        "parentBeatType": {
          "name": "Turn",
          "slug": "turn",
          "status": "active",
          "canonId": "019dd9b8-0396-702b-ac2f-9901f8dd8b54",
          "version": 1,
          "description": "The pivot — solution proposed, catalyst introduced, decision made. Common (15/20 arcs) but not universal: Triple-take, AIDA, PAS, Voyage-return and Pixar substitute it with a strong reflection or development beat."
        },
        "alignedBlockIds": null,
        "matchConfidence": 0.8
      }
    ],
    "loops": [
      {
        "to": 8,
        "from": 3,
        "loop": {
          "name": "11_golden_circle",
          "slug": "11-golden-circle",
          "status": "active",
          "bestFor": "Visionary leadership, brand positioning, mission statements",
          "canonId": "019dd956-6a50-7202-882d-505fcb9922ed",
          "version": 1,
          "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
          "structure": "The Why (Belief) -> The How (Process) -> The What (Result)",
          "description": "Invert the typical pitch by starting with why you exist, rather than what you do",
          "familyLabel": null,
          "categoryName": "Vision",
          "categorySlug": "vision"
        },
        "matchId": "5bc6abf7-ccf2-4907-804a-50ef2e5f40e7",
        "evidence": "The document uses a Golden Circle framework to explain the why, what, and how of finance's role",
        "position": 0,
        "objective": "Why finance's role is critical in the Cognitive Enterprise",
        "confidence": 0.7,
        "extraction": {
          "at": "2026-07-16 21:05:31.67818+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": "doc-narrative-v1"
        }
      },
      {
        "to": 10,
        "from": 5,
        "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": "ee85fe5d-c199-49de-925f-234ad7272565",
        "evidence": "The document implies the consequences of inaction through its discussion of disruptive automation",
        "position": 1,
        "objective": "The cost of not transforming finance in a Cognitive Enterprise",
        "confidence": 0.6,
        "extraction": {
          "at": "2026-07-16 21:05:31.717027+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": "doc-narrative-v1"
        }
      }
    ],
    "tools": [
      {
        "tool": {
          "name": "Slide recipe: Cover",
          "slug": "cover-slide",
          "status": "active",
          "bestFor": null,
          "canonId": "019df269-2a08-767d-9128-e7431e6fe8a3",
          "version": 1,
          "bodyDocId": "019df269-29e5-7738-b5fa-6892e5dc8e65",
          "description": "The first ten seconds. Build it deliberately.",
          "familyLabel": "slide-recipe",
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "designer",
        "layer": "slide",
        "agents": [
          "designer"
        ],
        "matchId": "93944764-ad4b-4f3a-a918-1955a1ca59a5",
        "evidence": "type: cover",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-07-16 21:12:09.505284+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 1,
        "whyItWorks": null,
        "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": "00f5c9b3-3a35-4c0d-a47b-4fe12681aa81",
        "evidence": "type: executive_summary",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-07-16 21:12:09.573217+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 2,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": "common",
        "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": "0b1cf7ec-3507-4750-bc76-3b4f9a9732b7",
        "evidence": "type: executive_summary",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-07-16 21:12:09.64301+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 3,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": "common",
        "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": "57ea97e0-9794-47e0-8bb6-06fba4471480",
        "evidence": "type: executive_summary",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-07-16 21:12:09.715198+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 4,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": "common",
        "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": "4bca118d-2915-4bfb-83b9-9ef584a230b2",
        "evidence": "type: executive_summary",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-07-16 21:12:09.890895+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 8,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": "common",
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "2x2 matrix",
          "slug": "matrix-2x2",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd9e1-50ab-72d1-8afb-3ab0a38e32a8",
          "version": 1,
          "bodyDocId": null,
          "description": "BCG matrix, importance/urgency, any axes-and-quadrants frame.",
          "familyLabel": null,
          "categoryName": null,
          "categorySlug": null
        },
        "agent": null,
        "layer": "slide",
        "agents": null,
        "matchId": "a0ad2d56-5d51-40c5-9541-4a7ada6d64a2",
        "evidence": "Comparison table of Traditional vs Cognitive information elements, types, time horizon, lead times, and uses.",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.7,
        "extraction": {
          "at": "2026-07-16 21:12:39.811028+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 12,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": "common",
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Canvas framework",
          "slug": "canvas-framework",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd9e1-5005-762c-82f8-265b08436ca1",
          "version": 1,
          "bodyDocId": null,
          "description": "Named canvas (business model canvas, value prop canvas, etc.).",
          "familyLabel": null,
          "categoryName": null,
          "categorySlug": null
        },
        "agent": null,
        "layer": "slide",
        "agents": null,
        "matchId": "cf4bda92-d9c2-40e8-ba97-a40e6330fd98",
        "evidence": "Four-stage process: Insight, Design, Co-create, Operate and improve",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.7,
        "extraction": {
          "at": "2026-07-16 21:12:39.965994+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 15,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": "optional",
        "narrativePurpose": null
      }
    ],
    "frameworks": [
      {
        "matchId": "6735b518-8228-425a-9299-50e41dc92cbe",
        "evidence": "Mentioned as a framework for analyzing enterprise processes and identifying areas for reinvention.",
        "framework": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-05-02 19:29:40.183+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 8,
        "frameworkName": "Component Business Modeling (CBM)"
      },
      {
        "matchId": "04b2db5c-8200-456e-b675-f08c9545aa75",
        "evidence": "The slide presents a grid mapping finance functions against operational categories.",
        "framework": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-05-02 19:29:39.867+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 9,
        "frameworkName": "matrix-nxn"
      },
      {
        "matchId": "9362f252-bddb-4304-94fa-7d20ba93772f",
        "evidence": "The slide explicitly compares 'Traditional' vs 'Cognitive' approaches across five dimensions.",
        "framework": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-05-02 19:29:40.13+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 12,
        "frameworkName": "comparison_frame"
      },
      {
        "matchId": "4a73c070-c5d7-42a8-adeb-d8ba83b15f0b",
        "evidence": "The slide explicitly labels this as the 'garage' model.",
        "framework": null,
        "confidence": 1,
        "extraction": {
          "at": "2026-05-02 19:29:40.821+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 15,
        "frameworkName": "IBM Garage Model"
      },
      {
        "matchId": "23fd33ef-f326-4d13-a351-fde7aca33ab8",
        "evidence": "3x3 grid mapping workstreams to transformation stages",
        "framework": null,
        "confidence": 1,
        "extraction": {
          "at": "2026-05-02 19:29:41.249+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 16,
        "frameworkName": "matrix-nxn"
      }
    ],
    "patterns": []
  },
  "storymakers": null,
  "score": {
    "backend": "codex",
    "scoredAt": "2026-05-02 15:31:35.558+00",
    "subScores": {
      "scqa_arc": 66,
      "action_titles": 50,
      "mece_structure": 65,
      "closing_strength": 68,
      "evidence_quality": 73,
      "clarity_of_thesis": 70,
      "production_quality": 72,
      "visual_storytelling": 70
    },
    "totalScore": 67,
    "coveragePct": 85,
    "explanations": {
      "scqa_arc": "Slides 2-6 establish the situation and complication, slides 7-13 explore the answer, and slides 14-17 move to action, but the flow often feels like a thought-leadership analysis dump.",
      "action_titles": "Several titles are generic labels or repeated section headers, although some are insight-bearing; example: slide 5, \"The business platform - or platforms - will provide new insights and capabilities.\"",
      "mece_structure": "The deck has a reasonable people-process-data structure across slides 8-16, but the pillars overlap and leave gaps around value sizing, prioritization, risks, and implementation tradeoffs.",
      "closing_strength": "Slides 14-17 provide next steps, an operating model, and a summary, but the close lacks a sharper recommendation, owner, timing, or decision call.",
      "evidence_quality": "Claims are supported by survey data, cited sources, and client examples such as KONE on slide 5 and McLane on slide 11, but many strategic assertions remain lightly quantified.",
      "clarity_of_thesis": "The thesis is visible by slides 3-4, with finance positioned as critical to Cognitive Enterprise transformation, but it is framed as a topic rather than a crisp declarative answer.",
      "production_quality": "IBM-style polish, diagrams, footnotes, and source discipline are evident, but repeated generic titles and dense prose reduce consulting-grade readability.",
      "visual_storytelling": "The deck uses appropriate tools such as the CFO threat chart on slide 6, automation matrix on slide 9, and garage model on slide 15, but text-heavy slides weaken visual momentum."
    },
    "slidesAnalyzed": 17
  },
  "review": {
    "backend": null,
    "verdict": "A competent IBM thought-leadership brief with the right ingredients (client cases, a stake stat, next steps) but undermined by repeated topic-label titles and an invisible pillar structure — useful as a teaching example of why action-titling and section dividers matter, not as a Storymakers exemplar.",
    "reviewedAt": "2026-04-24 22:42:07+00",
    "slidesSeen": 20,
    "suggestions": [
      "Rewrite the six duplicate 'finance opportunity' titles into declarative action titles that name the specific insight on each page (e.g., p.12 → 'Cognitive computing triples the volume and velocity of finance information demands')",
      "Move the 74% existential-threat stat from p.6 to p.2 so the executive brief opens with stakes, not with 'next big shift' generality",
      "Insert three pillar dividers ('1. Re-engineer workflows', '2. Curate data', '3. Reinvent workforce') in front of p.8, p.11, p.13 to make the MECE structure visible, and reorder so 'Next steps' (p.14) and 'Summary' (p.17) sit adjacent at the end"
    ],
    "closingScore": 62,
    "openingScore": 55,
    "topStrengths": [
      "Concrete client proof points are deployed at the right moments (KONE on p.5, McLane on p.11) to ground abstract platform claims",
      "A genuine stake-setting statistic appears on p.6 ('74% of CFOs cite existential threats'), giving the deck one real complication",
      "An explicit 'Next steps' slide (p.14) and 'Summary' (p.17) exist — many thought-leadership reports skip both"
    ],
    "topWeaknesses": [
      "Six slides reuse the identical title 'The Cognitive Enterprise: The finance opportunity' (p.4, 8, 10, 12, 16, 18), erasing any sense of forward motion",
      "The opening (p.1-3) leads with trend rhetoric instead of an answer-first thesis or a sharper hook",
      "The three implicit pillars (workflows, data, workforce) are never signposted as MECE sections — p.8, p.11, p.13 each introduce a pillar with no divider or roadmap",
      "The closing sequence is interrupted: 'Next steps' on p.14 lands before two more framework slides (p.15-16), so momentum is broken before the Summary"
    ],
    "narrativeScore": 58,
    "pillarCritique": "There are no explicit section dividers; the three implicit pillars (re-engineer workflows, curate data, reinvent workforce) appear as scattered slide titles (p.8, p.11, p.13) rather than as MECE chapter markers, so the structure reads as a topic dump until you reverse-engineer it.",
    "closingCritique": "There is a 'Next steps' slide (p.14) and a 'Summary' (p.17), which is better than most decks, but the close is diluted by two process diagrams (p.15-16) wedged between them and the summary callout restates context rather than issuing a sharp call to action.",
    "openingCritique": "The cover plus 'Executive Brief' on p.2 buries the thesis behind a generic 'next big shift' platitude, and it takes until p.6 before a concrete stake (74% of CFOs cite existential threats) lands. No answer-first hook in the first three slides.",
    "extractionSeconds": 46.823322,
    "narrativeCritique": "The deck has a recognizable analytical arc — context (p.3-4), problem framing (p.6), analysis (p.9, 12), and resolution (p.14-17) — but the tension/complication is weak and the opportunity framing is repeated rather than escalated. Setup and analysis acts dominate; the 'why now' urgency only appears once on p.6 and never returns.",
    "titleQualityScore": 42,
    "titleQualityCritique": "Most titles are topic labels, not insights — the phrase 'The Cognitive Enterprise: The finance opportunity' is reused on p.4, p.8, p.10, p.12, p.16, p.18, which is the opposite of action-titling. Only p.5 ('The business platform will provide new insights and capabilities') and p.15 ('The garage model drives continuous innovation') approach declarative form."
  },
  "activistThesis": null,
  "pitchdeck": {
    "metadata": null,
    "profile": null
  },
  "slides": [
    {
      "page": 1,
      "type": "setup",
      "function": "front_matter",
      "imagePath": "https://imgproxy.kitesheet.com/dYJBryVuCbHjdrfQm_clODGrrGbBG3IjAQOm3nu2AZ0/rs:fit:1200:1200:0/q:82/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy9lMmY1OTMxMDVmODBiNDc3L3AwMDEuanBn",
      "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": 12,
        "componentCount": 4,
        "textChars": 79,
        "nDataPoints": 0,
        "notes": null,
        "elementsJson": [
          "photo"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:29:38.088+00",
          "seconds": 2.004,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b637-5f0badbad633/1",
        "deck": "/decks/019dd923-5ca1-7489-b637-5f0badbad633",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b637-5f0badbad633#slide-1",
        "deckJson": "/decks/019dd923-5ca1-7489-b637-5f0badbad633.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.66,
            "w": 1,
            "x": 0,
            "y": 0
          },
          "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": "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 19:29:38.088+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "b84845e4-85ee-4e74-ac50-535245a702e9",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.18,
            "x": 0.75,
            "y": 0.91
          },
          "kind": "paragraph",
          "text": "IBM Institute for Business Value",
          "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 19:29:38.088+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "9bfb2593-543e-4cc7-ba3b-07a7f0e5029f",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.4,
            "x": 0.07,
            "y": 0.83
          },
          "kind": "title",
          "text": "The Cognitive Enterprise",
          "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 19:29:38.088+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "bd047184-1b77-4ddc-9456-2c5844c65676",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.2,
            "x": 0.07,
            "y": 0.89
          },
          "kind": "title",
          "text": "The finance opportunity",
          "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 19:29:38.088+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "c336a7fc-c5fb-4348-bd06-e0a3affefc8b",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "Slide recipe: Cover",
            "slug": "cover-slide",
            "status": "active",
            "bestFor": null,
            "canonId": "019df269-2a08-767d-9128-e7431e6fe8a3",
            "version": 1,
            "bodyDocId": "019df269-29e5-7738-b5fa-6892e5dc8e65",
            "description": "The first ten seconds. Build it deliberately.",
            "familyLabel": "slide-recipe",
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "designer",
          "layer": "slide",
          "agents": [
            "designer"
          ],
          "matchId": "93944764-ad4b-4f3a-a918-1955a1ca59a5",
          "evidence": "type: cover",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-07-16 21:12:09.505284+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 1,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 4,
          "arc": {
            "name": "The Consultant's Gambit",
            "slug": "consultants-gambit",
            "status": "active",
            "bestFor": "Business cases, project proposals, strategic recommendations",
            "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps",
            "description": null,
            "familyLabel": null
          },
          "from": 1,
          "name": "Situation & Context",
          "beatId": "cb407d7a-48e2-4773-b435-92449aedc24e",
          "matchId": "c397d70e-9166-4a49-a6a5-95864b1024a4",
          "beatType": {
            "name": "Situation & Context",
            "slug": "consultants-gambit-situation-context",
            "status": "active",
            "canonId": "019dd9b8-05ae-741b-992d-65ee83c639b3",
            "version": 1,
            "description": null
          },
          "evidence": "The document sets the stage with an executive brief and overview of the Cognitive Enterprise",
          "position": 0,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Setup",
            "slug": "setup",
            "status": "active",
            "canonId": "019dd9b8-020e-7505-af9b-d9b9a4679bcc",
            "version": 1,
            "description": "Where the deck grounds the reader before doing anything else. Almost every arc opens here."
          },
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [],
      "thumbSrc": "https://imgproxy.kitesheet.com/F7Z2QxpdCvBsN18JEct9rjImHyuPtpiNUeZTi1cCVuY/rs:fit:480:480:0/q:78/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy9lMmY1OTMxMDVmODBiNDc3L3AwMDEuanBn",
      "imagePathAlt": "https://imgproxy.kitesheet.com/dukbikC2oKN4KKm3HTF2kKg8rzeaM2GRltoOJRrOQdY/rs:fit:1200:1200:0/q:82/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy9lMmY1OTMxMDVmODBiNDc3L3AwMDEucG5n",
      "thumbSrcAlt": "https://imgproxy.kitesheet.com/e3cpmk6Nl100a76iAQHw-GiYhwLgvRIWSKWUsNOUXiM/rs:fit:480:480:0/q:78/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy9lMmY1OTMxMDVmODBiNDc3L3AwMDEucG5n"
    },
    {
      "page": 2,
      "type": "setup",
      "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": 62,
        "componentCount": 6,
        "textChars": 2228,
        "nDataPoints": 0,
        "notes": null,
        "elementsJson": [
          "paragraph"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:29:39.278+00",
          "seconds": 3.161,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b637-5f0badbad633/2",
        "deck": "/decks/019dd923-5ca1-7489-b637-5f0badbad633",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b637-5f0badbad633#slide-2",
        "deckJson": "/decks/019dd923-5ca1-7489-b637-5f0badbad633.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "We are at the start of the next big shift in business architectures, driven by the pervasive application of exponential technologies, such as artificial intelligence (AI), automation, blockchain and the Internet of Things (IoT).",
          "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": "2026-04-24 13:12:22+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-c23f-7114-a89b-9ff9633fa1b7",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.45,
            "x": 0.07,
            "y": 0.77
          },
          "kind": "paragraph",
          "text": "To help clients succeed on the journey to become Cognitive Enterprises, IBM brings digital strategy and design ideas, cognitive process skills and assets, and cloud application and infrastructure capabilities. The power of Watson and the IBM Cloud – combined with our industry insights and end-to-end implementation and services expertise – can help organizations meet the opportunities and challenges of this next wave with speed and certainty. For more information about our reinvention offerings and skills, visit ibm.com/gbs.",
          "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 19:29:39.278+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "33431bb2-9401-494b-80ac-c4dc3326b705",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.35,
            "w": 0.45,
            "x": 0.07,
            "y": 0.15
          },
          "kind": "paragraph",
          "text": "We are at the start of the next big shift in business architectures, driven by the pervasive application of exponential technologies, such as artificial intelligence (AI), automation, blockchain and the Internet of Things (IoT), to the core processes and workflows of organizations. This generational shift will take the digital wave that business and governments are currently surfing to the next level and transform the way that employees add value and corporations sustain their differentiation. The Cognitive Enterprise will leverage proprietary data, unique platforms and specialist expertise to achieve its goals. But what will the journey look like and what are the factors for success? Which business units or corporate function teams in the enterprise will drive the necessary transformation and manage resulting changes across 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 19:29:39.278+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "92e9b144-dc07-4693-a2e5-ef8837eba6df",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.18,
            "w": 0.45,
            "x": 0.07,
            "y": 0.51
          },
          "kind": "paragraph",
          "text": "In “The Cognitive Enterprise: Part 1 – The journey to AI and the rise of platform business architectures,” Mark Foster, Global Leader of IBM Global Business Services, described how business leaders can begin to explore these new business architectures. In this brief, Tony Menezes, Global Leader, Cognitive Process Re-engineering, IBM Global Business Services, and Bob Booth, Vice President and European Leader, Cognitive Process Re-engineering, IBM Global Business Services, examine the critical role of the finance function in an organization’s transformation into a Cognitive Enterprise.",
          "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 19:29:39.278+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "d2ad4923-2f28-4603-b235-5fb561e1867b",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.12,
            "x": 0.07,
            "y": 0.09
          },
          "kind": "title",
          "text": "Executive Brief",
          "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 19:29:39.278+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "09505220-e79d-46c2-9aa6-260bac2ccc34",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.15,
            "x": 0.07,
            "y": 0.73
          },
          "kind": "title",
          "text": "How IBM can help",
          "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 19:29:39.278+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "3051f1a1-6fb8-4501-853a-b9378c68b6cc",
          "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": "00f5c9b3-3a35-4c0d-a47b-4fe12681aa81",
          "evidence": "type: executive_summary",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-07-16 21:12:09.573217+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 2,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": "common",
          "narrativePurpose": null
        }
      ],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 4,
          "arc": {
            "name": "The Consultant's Gambit",
            "slug": "consultants-gambit",
            "status": "active",
            "bestFor": "Business cases, project proposals, strategic recommendations",
            "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps",
            "description": null,
            "familyLabel": null
          },
          "from": 1,
          "name": "Situation & Context",
          "beatId": "cb407d7a-48e2-4773-b435-92449aedc24e",
          "matchId": "c397d70e-9166-4a49-a6a5-95864b1024a4",
          "beatType": {
            "name": "Situation & Context",
            "slug": "consultants-gambit-situation-context",
            "status": "active",
            "canonId": "019dd9b8-05ae-741b-992d-65ee83c639b3",
            "version": 1,
            "description": null
          },
          "evidence": "The document sets the stage with an executive brief and overview of the Cognitive Enterprise",
          "position": 0,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Setup",
            "slug": "setup",
            "status": "active",
            "canonId": "019dd9b8-020e-7505-af9b-d9b9a4679bcc",
            "version": 1,
            "description": "Where the deck grounds the reader before doing anything else. Almost every arc opens here."
          },
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [],
      "locked": true
    },
    {
      "page": 3,
      "type": "setup",
      "title": "This is an introductory page of a report or deck, setting the stage for the role of CFOs in digital transformation.",
      "function": "establish_context",
      "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": "establish_context",
        "functionCanon": {
          "name": "Establish context",
          "slug": "establish_context",
          "status": "active",
          "canonId": "019de52d-1314-74e6-9074-d213dc0bdcdf",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 55,
        "componentCount": 6,
        "textChars": 896,
        "nDataPoints": 0,
        "notes": "This is an introductory page of a report or deck, setting the stage for the role of CFOs in digital transformation.",
        "elementsJson": [
          "paragraph",
          "callout_box"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:29:38.717+00",
          "seconds": 2.526,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b637-5f0badbad633/3",
        "deck": "/decks/019dd923-5ca1-7489-b637-5f0badbad633",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b637-5f0badbad633#slide-3",
        "deckJson": "/decks/019dd923-5ca1-7489-b637-5f0badbad633.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.25,
            "w": 0.48,
            "x": 0.45,
            "y": 0.65
          },
          "kind": "callout",
          "text": "What we mean by the Cognitive Enterprise: On the heels of digital trends that are starting to mature, the next wave beyond digitization has begun. The rise of new and exponential technologies is teeing up another era of business architecture change.",
          "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 19:29:38.717+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "6e4343d5-e67c-4ddf-b141-f2722575177a",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "callout",
          "text": "On the heels of digital trends that are starting to mature, the next wave beyond digitization has begun.",
          "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": "2026-04-24 13:12:22+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-c23f-7114-a89c-292bede25cc4",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.6,
            "w": 0.35,
            "x": 0.07,
            "y": 0.25
          },
          "kind": "paragraph",
          "text": "Exponential technologies have sparked the next wave in enterprise transformation, offering both challenges and opportunities for the enterprise. The finance organization must lead the way in transforming its own operational processes.",
          "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 19:29:38.717+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "379d73f5-cbb7-47f6-be52-8bac6fcd8f5e",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.35,
            "w": 0.48,
            "x": 0.45,
            "y": 0.25
          },
          "kind": "paragraph",
          "text": "In our recent report “The Cognitive Enterprise: Part 1 – The journey to AI and the rise of platform business architectures,” we defined the next big shift in how organizations will emerge and the implications for business architectures.",
          "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 19:29:38.717+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "c1ef367f-2e84-40bf-b6ab-fdd99b1051e3",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.15,
            "x": 0.45,
            "y": 0.16
          },
          "kind": "title",
          "text": "Introduction",
          "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 19:29:38.717+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "63b05087-f1cc-4593-9f7b-ca7b8fce4992",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.35,
            "x": 0.07,
            "y": 0.16
          },
          "kind": "title",
          "text": "Finance's critical role in the Cognitive Enterprise evolution",
          "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 19:29:38.717+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "96fe3ab4-5bbc-4da9-9b35-664b49ea1947",
          "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": "0b1cf7ec-3507-4750-bc76-3b4f9a9732b7",
          "evidence": "type: executive_summary",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-07-16 21:12:09.64301+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 3,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": "common",
          "narrativePurpose": null
        }
      ],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 4,
          "arc": {
            "name": "The Consultant's Gambit",
            "slug": "consultants-gambit",
            "status": "active",
            "bestFor": "Business cases, project proposals, strategic recommendations",
            "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps",
            "description": null,
            "familyLabel": null
          },
          "from": 1,
          "name": "Situation & Context",
          "beatId": "cb407d7a-48e2-4773-b435-92449aedc24e",
          "matchId": "c397d70e-9166-4a49-a6a5-95864b1024a4",
          "beatType": {
            "name": "Situation & Context",
            "slug": "consultants-gambit-situation-context",
            "status": "active",
            "canonId": "019dd9b8-05ae-741b-992d-65ee83c639b3",
            "version": 1,
            "description": null
          },
          "evidence": "The document sets the stage with an executive brief and overview of the Cognitive Enterprise",
          "position": 0,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Setup",
            "slug": "setup",
            "status": "active",
            "canonId": "019dd9b8-020e-7505-af9b-d9b9a4679bcc",
            "version": 1,
            "description": "Where the deck grounds the reader before doing anything else. Almost every arc opens here."
          },
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 8,
          "from": 3,
          "loop": {
            "name": "11_golden_circle",
            "slug": "11-golden-circle",
            "status": "active",
            "bestFor": "Visionary leadership, brand positioning, mission statements",
            "canonId": "019dd956-6a50-7202-882d-505fcb9922ed",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Why (Belief) -> The How (Process) -> The What (Result)",
            "description": "Invert the typical pitch by starting with why you exist, rather than what you do",
            "familyLabel": null
          },
          "matchId": "5bc6abf7-ccf2-4907-804a-50ef2e5f40e7",
          "evidence": "The document uses a Golden Circle framework to explain the why, what, and how of finance's role",
          "position": 0,
          "objective": "Why finance's role is critical in the Cognitive Enterprise",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 21:05:31.67818+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 4,
      "type": "setup",
      "title": "Contains two diagrams (Figure 1 and Figure 2) and a central list of transformation steps.",
      "function": "present_framework",
      "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": "present_framework",
        "functionCanon": {
          "name": "Present framework",
          "slug": "present_framework",
          "status": "active",
          "canonId": "019de52d-1403-7667-9100-d2ac6709f750",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 63,
        "componentCount": 7,
        "textChars": 905,
        "nDataPoints": 0,
        "notes": "Contains two diagrams (Figure 1 and Figure 2) and a central list of transformation steps.",
        "elementsJson": [
          "paragraph",
          "process_diagram",
          "bullet_list",
          "callout_box",
          "footnote"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:29:39.185+00",
          "seconds": 2.816,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b637-5f0badbad633/4",
        "deck": "/decks/019dd923-5ca1-7489-b637-5f0badbad633",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b637-5f0badbad633#slide-4",
        "deckJson": "/decks/019dd923-5ca1-7489-b637-5f0badbad633.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "A Cognitive Enterprise will establish a business platform that leverages the differentiation in its processes, institutional knowledge of its people and exclusivity of its data to create competitive advantages and new business models.",
          "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": "2026-04-24 13:12:23+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-c23f-7114-a89c-62c86ff71038",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.45,
            "w": 0.35,
            "x": 0.07,
            "y": 0.345
          },
          "kind": "diagram",
          "text": "Figure 1: Establishing a Cognitive Enterprise business platform",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Diagram",
              "slug": "diagram",
              "status": "active",
              "canonId": "019de52c-f9f0-734a-81de-15382ff28c65",
              "version": 1,
              "description": "Schematic or relational diagram."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": "other",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:29:39.185+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "ce1fda6d-0a05-4f22-a5bf-673a32f01de0",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.45,
            "w": 0.25,
            "x": 0.68,
            "y": 0.345
          },
          "kind": "diagram",
          "text": "Figure 2: The Cognitive Enterprise is rooted in data and leverages the power of platforms",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Diagram",
              "slug": "diagram",
              "status": "active",
              "canonId": "019de52c-f9f0-734a-81de-15382ff28c65",
              "version": 1,
              "description": "Schematic or relational diagram."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": "other",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:29:39.185+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "fcb958c3-f76b-499b-aa3e-a632e8f2db15",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.35,
            "w": 0.22,
            "x": 0.41,
            "y": 0.4
          },
          "kind": "list",
          "text": "How to transform into a Cognitive Enterprise: Clarify intent, Re-engineer workflows, Reinvent workforce, Curate data, Secure end-to-end, Integrate agility, Revisit architecture.",
          "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 19:29:39.185+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "1dc5c443-3cda-4749-862e-8ac330d4351b",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.07,
            "w": 0.52,
            "x": 0.41,
            "y": 0.24
          },
          "kind": "paragraph",
          "text": "A Cognitive Enterprise will establish a business platform that leverages the differentiation in its processes, institutional knowledge of its people and exclusivity of its data to create competitive advantages and new business models (see Figures 1 and 2).",
          "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 19:29:39.185+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "ddde6ff6-7189-42b3-aba9-00f40f592899",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.01,
            "w": 0.15,
            "x": 0.07,
            "y": 0.91
          },
          "kind": "source-note",
          "text": "Source: IBM Global Business Services.",
          "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 19:29:39.185+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "774e9e4b-91fd-4275-aedb-7d761dcb7d4f",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.35,
            "x": 0.41,
            "y": 0.09
          },
          "kind": "title",
          "text": "The Cognitive Enterprise: The finance opportunity",
          "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 19:29:39.185+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "be797878-953e-44f7-b348-058d8c800acc",
          "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": "57ea97e0-9794-47e0-8bb6-06fba4471480",
          "evidence": "type: executive_summary",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-07-16 21:12:09.715198+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 4,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": "common",
          "narrativePurpose": null
        }
      ],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 4,
          "arc": {
            "name": "The Consultant's Gambit",
            "slug": "consultants-gambit",
            "status": "active",
            "bestFor": "Business cases, project proposals, strategic recommendations",
            "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps",
            "description": null,
            "familyLabel": null
          },
          "from": 1,
          "name": "Situation & Context",
          "beatId": "cb407d7a-48e2-4773-b435-92449aedc24e",
          "matchId": "c397d70e-9166-4a49-a6a5-95864b1024a4",
          "beatType": {
            "name": "Situation & Context",
            "slug": "consultants-gambit-situation-context",
            "status": "active",
            "canonId": "019dd9b8-05ae-741b-992d-65ee83c639b3",
            "version": 1,
            "description": null
          },
          "evidence": "The document sets the stage with an executive brief and overview of the Cognitive Enterprise",
          "position": 0,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Setup",
            "slug": "setup",
            "status": "active",
            "canonId": "019dd9b8-020e-7505-af9b-d9b9a4679bcc",
            "version": 1,
            "description": "Where the deck grounds the reader before doing anything else. Almost every arc opens here."
          },
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 8,
          "from": 3,
          "loop": {
            "name": "11_golden_circle",
            "slug": "11-golden-circle",
            "status": "active",
            "bestFor": "Visionary leadership, brand positioning, mission statements",
            "canonId": "019dd956-6a50-7202-882d-505fcb9922ed",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Why (Belief) -> The How (Process) -> The What (Result)",
            "description": "Invert the typical pitch by starting with why you exist, rather than what you do",
            "familyLabel": null
          },
          "matchId": "5bc6abf7-ccf2-4907-804a-50ef2e5f40e7",
          "evidence": "The document uses a Golden Circle framework to explain the why, what, and how of finance's role",
          "position": 0,
          "objective": "Why finance's role is critical in the Cognitive Enterprise",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 21:05:31.67818+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 5,
      "type": "evidence",
      "title": "Page number 3 is visible in the top right corner.",
      "function": "illustrate_case",
      "rawType": "client_example",
      "block": null,
      "metadata": {
        "slideType": "client_example",
        "slideTypeCanon": {
          "name": "Client example",
          "slug": "client_example",
          "status": "active",
          "canonId": "019de52d-0c87-77cb-9867-613ae22e95ac",
          "version": 1,
          "description": null
        },
        "function": "illustrate_case",
        "functionCanon": {
          "name": "Illustrate case",
          "slug": "illustrate_case",
          "status": "active",
          "canonId": "019de52d-13b4-772c-bb73-1873612a7463",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 67,
        "componentCount": 6,
        "textChars": 2867,
        "nDataPoints": 1,
        "notes": "Page number 3 is visible in the top right corner.",
        "elementsJson": [
          "paragraph",
          "callout_box"
        ],
        "confidence": 0.95,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:29:39.932+00",
          "seconds": 3.521,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b637-5f0badbad633/5",
        "deck": "/decks/019dd923-5ca1-7489-b637-5f0badbad633",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b637-5f0badbad633#slide-5",
        "deckJson": "/decks/019dd923-5ca1-7489-b637-5f0badbad633.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.65,
            "w": 0.31,
            "x": 0.62,
            "y": 0.24
          },
          "kind": "callout",
          "text": "KONE establishes business platform that propels new approach to service\n\nKONE Corporation, a global leader in the elevator and escalator industry, realized that global connectivity and real-time insights into equipment performance could help improve “people flow” in some of the world’s busiest buildings. KONE implemented a system that can leverage IoT and other AI technologies to capture data, analyze performance and optimize the uptime of thousands of elevators and escalators worldwide. The platform can use real-time data from KONE’s systems, historical records from the company’s engineers and equipment specifications to proactively predict maintenance needs and help improve equipment availability through reduced downtime, reduced faults and detailed performance information. The results are improved customer service and an enhanced user experience.",
          "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 19:29:39.932+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "429bca1e-ed36-47b8-836c-8217aa13edc6",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "callout",
          "text": "KONE establishes business platform that propels new approach to service.",
          "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": "2026-04-24 13:12:22+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-c23f-7114-a89b-ff0968b7b8f6",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "CFO adoption of platform models: 42%",
          "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": "2026-04-24 13:12:22+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-c23f-7114-a89c-03fb32ec45cc",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.12,
            "w": 0.43,
            "x": 0.07,
            "y": 0.77
          },
          "kind": "paragraph",
          "text": "As the core platforms and new business architectures are established in a Cognitive Enterprise, meaningful changes will cascade throughout the organization. For example, the roles of the various corporate functions – such as customer care, human resources, finance, legal, marketing, procurement and supply chain – will also evolve and transform, as will the roles of individuals.",
          "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 19:29:39.932+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "5d28c91a-1bf8-453b-a87a-648c49f8f9a5",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.35,
            "w": 0.43,
            "x": 0.07,
            "y": 0.24
          },
          "kind": "paragraph",
          "text": "The business platform – or platforms – will provide new insights and capabilities that are targeted at either a) reinventing internal workflows; b) accelerating business transactions across the network of suppliers, business partners and distributors; or c) establishing new paradigms within a particular industry or across multiple industries. Industry incumbents will strive to establish, maintain or reestablish their leadership positions in their respective industries by developing and executing clear strategies that are anchored on: Cognitively enabled enterprise workflows supported by an agile and empowered workforce. Exponential technologies to supplement existing systems of records that provide an “inside-out” view of the enterprise and client engagement systems that provide an “outside-in” view of the enterprise. Data – centered on enterprise proprietary data but enriched with public and licensed data – that effectively integrates with data from ecosystem and network partners.",
          "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 19:29:39.932+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "7139d889-226f-4828-b032-36bf7b908b22",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.43,
            "x": 0.07,
            "y": 0.6
          },
          "kind": "paragraph",
          "text": "Results from the most recent IBM Global C-suite Study reveal the growing importance of the platform economy, with leaders of many organizations highlighting near-term plans to reallocate capital to platform business models. In fact, 42 percent of Chief Financial Officers (CFOs) surveyed say their enterprises are operating, building or considering a platform model. A successful platform strategy can offer the competitive advantage necessary for innovative incumbents to turn the tide on new entrants to the marketplace.",
          "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 19:29:39.932+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "ac886778-44db-4738-b6ff-1b07c7a8417a",
          "parentComponentId": null
        }
      ],
      "metrics": [
        {
          "metricRaw": "CFO adoption of platform models",
          "numberRaw": "42%",
          "numberKind": "percent",
          "actionTitle": null,
          "calloutText": "KONE establishes business platform that propels new approach to service.",
          "numberScale": null,
          "numberValue": 42,
          "metricFamily": "share_penetration",
          "numberCurrency": null
        }
      ],
      "tools": [],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 7,
          "arc": {
            "name": "The Consultant's Gambit",
            "slug": "consultants-gambit",
            "status": "active",
            "bestFor": "Business cases, project proposals, strategic recommendations",
            "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps",
            "description": null,
            "familyLabel": null
          },
          "from": 5,
          "name": "Problem & Complication",
          "beatId": "47d1aa14-f2d8-49a3-8888-adaae0147fab",
          "matchId": "c397d70e-9166-4a49-a6a5-95864b1024a4",
          "beatType": {
            "name": "Problem & Complication",
            "slug": "consultants-gambit-problem-complication",
            "status": "active",
            "canonId": "019dd9b8-064a-777f-a374-e9a8c43dedd4",
            "version": 1,
            "description": null
          },
          "evidence": "The document highlights the finance opportunity and challenges in the Cognitive Enterprise",
          "position": 1,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Complication",
            "slug": "complication",
            "status": "active",
            "canonId": "019dd9b8-0275-7709-b2d6-4f77c3fc7579",
            "version": 1,
            "description": "The point in the narrative where the audience should feel discomfort. Required for argumentative arcs."
          },
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 8,
          "from": 3,
          "loop": {
            "name": "11_golden_circle",
            "slug": "11-golden-circle",
            "status": "active",
            "bestFor": "Visionary leadership, brand positioning, mission statements",
            "canonId": "019dd956-6a50-7202-882d-505fcb9922ed",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Why (Belief) -> The How (Process) -> The What (Result)",
            "description": "Invert the typical pitch by starting with why you exist, rather than what you do",
            "familyLabel": null
          },
          "matchId": "5bc6abf7-ccf2-4907-804a-50ef2e5f40e7",
          "evidence": "The document uses a Golden Circle framework to explain the why, what, and how of finance's role",
          "position": 0,
          "objective": "Why finance's role is critical in the Cognitive Enterprise",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 21:05:31.67818+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        },
        {
          "to": 10,
          "from": 5,
          "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": "ee85fe5d-c199-49de-925f-234ad7272565",
          "evidence": "The document implies the consequences of inaction through its discussion of disruptive automation",
          "position": 1,
          "objective": "The cost of not transforming finance in a Cognitive Enterprise",
          "confidence": 0.6,
          "extraction": {
            "at": "2026-07-16 21:05:31.717027+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 6,
      "type": "tension",
      "function": "frame_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": "frame_problem",
        "functionCanon": {
          "name": "Frame problem",
          "slug": "frame_problem",
          "status": "active",
          "canonId": "019de52d-13db-753e-ad70-e9b2d0dab398",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 71,
        "componentCount": 7,
        "textChars": 971,
        "nDataPoints": 8,
        "notes": null,
        "elementsJson": [
          "headline_text",
          "paragraph",
          "bar_chart_horizontal",
          "footnote"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:29:39.165+00",
          "seconds": 2.485,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b637-5f0badbad633/6",
        "deck": "/decks/019dd923-5ca1-7489-b637-5f0badbad633",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b637-5f0badbad633#slide-6",
        "deckJson": "/decks/019dd923-5ca1-7489-b637-5f0badbad633.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "74 percent of CFOs cite existential threats of some kind to their enterprise's current business model.",
          "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": "2026-04-24 13:12:24+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-c23f-7114-a89c-e1a819f3197f",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.288,
            "w": 0.516,
            "x": 0.412,
            "y": 0.482
          },
          "kind": "chart",
          "text": "Competitors are using innovative technologies or approaches to deliver a more compelling value proposition (61%), New entrants are taking market share (28%), Online and mobile sales are replacing traditional channels (17%), etc.",
          "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": "Horizontal bar chart",
              "slug": "bar-horizontal",
              "status": "active",
              "canonId": "019de52c-fec4-7221-986b-1cb5f5e84b1f",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bar-horizontal",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:29:39.165+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "74684dc4-b543-4ec7-bb3e-7a8a449d94a0",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "CFOs citing existential threats: 74%",
          "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": "2026-04-24 13:12:24+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-c23f-7114-a89c-e59907d26e28",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.105,
            "w": 0.516,
            "x": 0.412,
            "y": 0.245
          },
          "kind": "paragraph",
          "text": "According to the recent IBM Global C-suite Study, 74 percent of CFOs cite existential threats of some kind to their enterprise's current business model. Well over half of that 74 percent say their organizations face threats from competitors...",
          "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 19:29:39.165+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "41b20ca2-b2bb-4f84-8173-7546ea4849c4",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.045,
            "w": 0.516,
            "x": 0.412,
            "y": 0.824
          },
          "kind": "source-note",
          "text": "Source: IBM Global C-suite Study, 19th Edition, CFO Perspective. IBM Institute for Business Value. 2018. Q: How is your enterprise's current business model being threatened? Select all that apply (excluding exclusive choice).",
          "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 19:29:39.165+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "b8e1b234-e095-43cb-9875-7a65ae9ab729",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.022,
            "w": 0.516,
            "x": 0.412,
            "y": 0.168
          },
          "kind": "title",
          "text": "The finance opportunity in a Cognitive Enterprise",
          "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 19:29:39.165+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "4b40c04b-6b02-42c1-909a-0648362dbc0b",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.035,
            "w": 0.516,
            "x": 0.412,
            "y": 0.414
          },
          "kind": "title",
          "text": "Figure 3\nCFOs identify existential threats to their enterprises' current business models",
          "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 19:29:39.165+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "b66f74ea-d2ad-4485-9eb8-cd5c0f618092",
          "parentComponentId": null
        }
      ],
      "metrics": [
        {
          "metricRaw": "CFOs citing existential threats",
          "numberRaw": "74%",
          "numberKind": "percent",
          "actionTitle": null,
          "calloutText": "74 percent of CFOs cite existential threats of some kind to their enterprise's current business model.",
          "numberScale": null,
          "numberValue": 74,
          "metricFamily": "other",
          "numberCurrency": null
        }
      ],
      "tools": [],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 7,
          "arc": {
            "name": "The Consultant's Gambit",
            "slug": "consultants-gambit",
            "status": "active",
            "bestFor": "Business cases, project proposals, strategic recommendations",
            "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps",
            "description": null,
            "familyLabel": null
          },
          "from": 5,
          "name": "Problem & Complication",
          "beatId": "47d1aa14-f2d8-49a3-8888-adaae0147fab",
          "matchId": "c397d70e-9166-4a49-a6a5-95864b1024a4",
          "beatType": {
            "name": "Problem & Complication",
            "slug": "consultants-gambit-problem-complication",
            "status": "active",
            "canonId": "019dd9b8-064a-777f-a374-e9a8c43dedd4",
            "version": 1,
            "description": null
          },
          "evidence": "The document highlights the finance opportunity and challenges in the Cognitive Enterprise",
          "position": 1,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Complication",
            "slug": "complication",
            "status": "active",
            "canonId": "019dd9b8-0275-7709-b2d6-4f77c3fc7579",
            "version": 1,
            "description": "The point in the narrative where the audience should feel discomfort. Required for argumentative arcs."
          },
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 8,
          "from": 3,
          "loop": {
            "name": "11_golden_circle",
            "slug": "11-golden-circle",
            "status": "active",
            "bestFor": "Visionary leadership, brand positioning, mission statements",
            "canonId": "019dd956-6a50-7202-882d-505fcb9922ed",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Why (Belief) -> The How (Process) -> The What (Result)",
            "description": "Invert the typical pitch by starting with why you exist, rather than what you do",
            "familyLabel": null
          },
          "matchId": "5bc6abf7-ccf2-4907-804a-50ef2e5f40e7",
          "evidence": "The document uses a Golden Circle framework to explain the why, what, and how of finance's role",
          "position": 0,
          "objective": "Why finance's role is critical in the Cognitive Enterprise",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 21:05:31.67818+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        },
        {
          "to": 10,
          "from": 5,
          "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": "ee85fe5d-c199-49de-925f-234ad7272565",
          "evidence": "The document implies the consequences of inaction through its discussion of disruptive automation",
          "position": 1,
          "objective": "The cost of not transforming finance in a Cognitive Enterprise",
          "confidence": 0.6,
          "extraction": {
            "at": "2026-07-16 21:05:31.717027+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 7,
      "type": "setup",
      "function": "summarize",
      "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": "summarize",
        "functionCanon": {
          "name": "Summarize",
          "slug": "summarize",
          "status": "active",
          "canonId": "019de52d-1541-704f-b86f-bf7b75056373",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 74,
        "componentCount": 7,
        "textChars": 1823,
        "nDataPoints": 2,
        "notes": null,
        "elementsJson": [
          "paragraph",
          "bullet_list",
          "quote_block"
        ],
        "confidence": 0.9,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:29:44.105+00",
          "seconds": 7.248,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b637-5f0badbad633/7",
        "deck": "/decks/019dd923-5ca1-7489-b637-5f0badbad633",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b637-5f0badbad633#slide-7",
        "deckJson": "/decks/019dd923-5ca1-7489-b637-5f0badbad633.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.15,
            "w": 0.43,
            "x": 0.07,
            "y": 0.74
          },
          "kind": "list",
          "text": "Re-engineer workflows to use cognitive capabilities, along with other technologies, to deliver solutions where and when needed.\nCurate proprietary data actively to capitalize on opportunities for monetization or competitive advantage.\nReinvent the workforce proactively, creating a knowledgeable, agile, collaborative and empowered team to lead the organization into the future.",
          "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 19:29:44.105+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "5c8a8c62-5877-4ab8-846a-243da31bb921",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.43,
            "x": 0.07,
            "y": 0.41
          },
          "kind": "paragraph",
          "text": "CFOs see participation in business platforms as a critical enabler to realize new opportunities, combat threats and transform the core of their business models. The role of CFO and the finance organization in supporting the Cognitive Enterprise transformation is to define the success criteria for these business platforms.",
          "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 19:29:44.105+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "5123f7f5-a911-4e5d-910f-a2d162a4b8be",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.43,
            "x": 0.07,
            "y": 0.24
          },
          "kind": "paragraph",
          "text": "Two-thirds of CFOs surveyed for our C-suite study confirm that their agenda includes taking an active role in developing strategy, driving growth, reducing costs, managing risks and providing insights. Yet, approximately half of CFOs report their finance organizations aren't as effective as they need to be.",
          "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 19:29:44.105+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "cf5ac439-8abc-4535-952d-b10ad78b3d7b",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.43,
            "x": 0.07,
            "y": 0.58
          },
          "kind": "paragraph",
          "text": "The finance organization is the steward of the data, algorithms, metrics and benchmarks for the Cognitive Enterprise, and accordingly, it needs to assess the capital allocations in these platforms as strategic investments. As such, the CFO and the finance organization will play a leading role in the Cognitive Enterprise transformation, with a particular focus on the following imperatives:",
          "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 19:29:44.105+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "d11498d3-8273-4674-91ab-b405420251b7",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.38,
            "x": 0.55,
            "y": 0.41
          },
          "kind": "paragraph",
          "text": "Chief Financial Officer, Telecommunications, Mexico",
          "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 19:29:44.105+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "fe7a3a8a-5dd4-4b86-9320-ed15f5cad667",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.38,
            "x": 0.55,
            "y": 0.24
          },
          "kind": "quote",
          "text": "We have implemented and established more digital platforms to expand our business partner networks, which has led to the transformation of our business models.",
          "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 19:29:44.105+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "c2682d42-2bef-4b92-b779-6eba0a50285a",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "quote",
          "text": "We have implemented and established more digital platforms to expand our business partner networks, which has led to the transformation of our business models. — Chief Financial Officer, Telecommunications, Mexico",
          "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": "2026-04-24 13:12:22+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-c23f-7114-a89b-d63debe533f2",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 7,
          "arc": {
            "name": "The Consultant's Gambit",
            "slug": "consultants-gambit",
            "status": "active",
            "bestFor": "Business cases, project proposals, strategic recommendations",
            "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps",
            "description": null,
            "familyLabel": null
          },
          "from": 5,
          "name": "Problem & Complication",
          "beatId": "47d1aa14-f2d8-49a3-8888-adaae0147fab",
          "matchId": "c397d70e-9166-4a49-a6a5-95864b1024a4",
          "beatType": {
            "name": "Problem & Complication",
            "slug": "consultants-gambit-problem-complication",
            "status": "active",
            "canonId": "019dd9b8-064a-777f-a374-e9a8c43dedd4",
            "version": 1,
            "description": null
          },
          "evidence": "The document highlights the finance opportunity and challenges in the Cognitive Enterprise",
          "position": 1,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Complication",
            "slug": "complication",
            "status": "active",
            "canonId": "019dd9b8-0275-7709-b2d6-4f77c3fc7579",
            "version": 1,
            "description": "The point in the narrative where the audience should feel discomfort. Required for argumentative arcs."
          },
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 8,
          "from": 3,
          "loop": {
            "name": "11_golden_circle",
            "slug": "11-golden-circle",
            "status": "active",
            "bestFor": "Visionary leadership, brand positioning, mission statements",
            "canonId": "019dd956-6a50-7202-882d-505fcb9922ed",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Why (Belief) -> The How (Process) -> The What (Result)",
            "description": "Invert the typical pitch by starting with why you exist, rather than what you do",
            "familyLabel": null
          },
          "matchId": "5bc6abf7-ccf2-4907-804a-50ef2e5f40e7",
          "evidence": "The document uses a Golden Circle framework to explain the why, what, and how of finance's role",
          "position": 0,
          "objective": "Why finance's role is critical in the Cognitive Enterprise",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 21:05:31.67818+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        },
        {
          "to": 10,
          "from": 5,
          "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": "ee85fe5d-c199-49de-925f-234ad7272565",
          "evidence": "The document implies the consequences of inaction through its discussion of disruptive automation",
          "position": 1,
          "objective": "The cost of not transforming finance in a Cognitive Enterprise",
          "confidence": 0.6,
          "extraction": {
            "at": "2026-07-16 21:05:31.717027+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 8,
      "type": "setup",
      "title": "The slide references C-suite study data and mentions Component Business Modeling (CBM) as a framework for process analysis.",
      "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": "overcrowded",
        "densityScore": 76,
        "componentCount": 7,
        "textChars": 2215,
        "nDataPoints": 6,
        "notes": "The slide references C-suite study data and mentions Component Business Modeling (CBM) as a framework for process analysis.",
        "elementsJson": [
          "paragraph"
        ],
        "confidence": 0.95,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:29:40.183+00",
          "seconds": 3.099,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b637-5f0badbad633/8",
        "deck": "/decks/019dd923-5ca1-7489-b637-5f0badbad633",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b637-5f0badbad633#slide-8",
        "deckJson": "/decks/019dd923-5ca1-7489-b637-5f0badbad633.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "Re-engineer workflows to use cognitive capabilities: Reinventing finance processes to support the speed and flexibility needed by the Cognitive Enterprise, financial processes must be reinvented to replace transactional and decision support activities with automation and cognitive solutions.",
          "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": "2026-04-24 13:12:23+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-c23f-7114-a89c-7da8063c5b3b",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "framework",
          "text": "Component business modeling",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Framework",
              "slug": "framework",
              "status": "active",
              "canonId": "019de52c-fa18-77c6-b10a-ccb8277ac0fa",
              "version": 1,
              "description": "Named conceptual framework instance."
            },
            "tool": {
              "name": "Structuring frame",
              "slug": "structuring-frame",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-48ff-708d-8103-a8464743e560",
              "version": 1,
              "bodyDocId": null,
              "description": "A named scaffold for organising content (SCQA, situation-action-result, etc.).",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-24 13:12:23+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-c23f-7114-a89c-80c6363de7eb",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.095,
            "w": 0.518,
            "x": 0.411,
            "y": 0.628
          },
          "kind": "paragraph",
          "text": "Our C-suite study data reveals that significantly more finance leaders than their peers have optimized their processes with digital technology, for example 68 versus 51 percent in order-to-cash, 65 versus 46 percent in procure-to-pay, and 58 versus 33 percent in financial planning and analysis (FP&A). Moreover, these leaders have extended their capabilities to full digital collaboration with external entities in areas such as treasury management, external financial reporting and fixed 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 19:29:40.183+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "03f2872e-7431-42bb-b464-f22d9136dd5f",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.115,
            "w": 0.518,
            "x": 0.411,
            "y": 0.408
          },
          "kind": "paragraph",
          "text": "Re-engineer workflows to use cognitive capabilities: Reinventing finance processes To support the speed and flexibility needed by the Cognitive Enterprise, financial processes must be reinvented to replace transactional and decision support activities with automation and cognitive solutions, wherever feasible. According to our C-suite study, a majority of finance leaders understand the need for process reinvention, with 66 percent saying they are effective at streamlining and digitizing finance operations.",
          "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 19:29:40.183+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "2123b681-9703-4299-8884-d97d63926782",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.135,
            "w": 0.518,
            "x": 0.411,
            "y": 0.243
          },
          "kind": "paragraph",
          "text": "The finance organization itself is also a beneficiary of these exponential technologies and can lead the way in adopting these imperatives within its operations. The need for real-time insights, on-the-spot forecasts and all-encompassing foresights in ongoing operations has been accentuated with pervasive connectivity and customer expectations driving the Digital Reinvention™, the advent of the Cognitive Enterprise and a “new collar” workforce. In the following sections, we describe how finance organizations can adopt the above imperatives in their operations.",
          "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 19:29:40.183+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "23f4fde1-e902-4eaf-b4f6-a61af27eb18a",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.055,
            "w": 0.518,
            "x": 0.411,
            "y": 0.543
          },
          "kind": "paragraph",
          "text": "Component business modeling (CBM) is useful in analyzing enterprise processes and identifying areas for reinvention. Finance processes can be broken down using a CBM framework that identifies areas that can be re-engineered by AI and automation technologies (see Figure 4).",
          "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 19:29:40.183+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "818c0c55-d8e3-45ce-8332-a62c917cc11c",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.013,
            "w": 0.278,
            "x": 0.411,
            "y": 0.095
          },
          "kind": "title",
          "text": "The Cognitive Enterprise: The finance opportunity",
          "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 19:29:40.183+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "172b58a1-2b48-4dad-ae9b-9d03c4940f34",
          "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": "4bca118d-2915-4bfb-83b9-9ef584a230b2",
          "evidence": "type: executive_summary",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-07-16 21:12:09.890895+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 8,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": "common",
          "narrativePurpose": null
        }
      ],
      "frameworks": [
        {
          "matchId": "6735b518-8228-425a-9299-50e41dc92cbe",
          "evidence": "Mentioned as a framework for analyzing enterprise processes and identifying areas for reinvention.",
          "framework": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-05-02 19:29:40.183+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 8,
          "frameworkName": "Component Business Modeling (CBM)"
        }
      ],
      "arcBeats": [
        {
          "to": 13,
          "arc": {
            "name": "The Consultant's Gambit",
            "slug": "consultants-gambit",
            "status": "active",
            "bestFor": "Business cases, project proposals, strategic recommendations",
            "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps",
            "description": null,
            "familyLabel": null
          },
          "from": 8,
          "name": "Evidence & Proof",
          "beatId": "5d336958-cc59-4c2b-9b81-1698e9870456",
          "matchId": "c397d70e-9166-4a49-a6a5-95864b1024a4",
          "beatType": {
            "name": "Evidence & Proof",
            "slug": "consultants-gambit-evidence-proof",
            "status": "active",
            "canonId": "019dd9b8-07b1-7688-8e1e-7637fec3802a",
            "version": 1,
            "description": null
          },
          "evidence": "The document provides data tables, client examples, and case studies to support its claims",
          "position": 2,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Evidence",
            "slug": "evidence",
            "status": "active",
            "canonId": "019dd9b8-03f9-772a-b84a-4f07b415b77a",
            "version": 1,
            "description": "A dedicated proof beat exists in only ~4 arcs (Gambit, Sequoia, AIDA, Monroes). Other arcs embed evidence inline within development."
          },
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 8,
          "from": 3,
          "loop": {
            "name": "11_golden_circle",
            "slug": "11-golden-circle",
            "status": "active",
            "bestFor": "Visionary leadership, brand positioning, mission statements",
            "canonId": "019dd956-6a50-7202-882d-505fcb9922ed",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Why (Belief) -> The How (Process) -> The What (Result)",
            "description": "Invert the typical pitch by starting with why you exist, rather than what you do",
            "familyLabel": null
          },
          "matchId": "5bc6abf7-ccf2-4907-804a-50ef2e5f40e7",
          "evidence": "The document uses a Golden Circle framework to explain the why, what, and how of finance's role",
          "position": 0,
          "objective": "Why finance's role is critical in the Cognitive Enterprise",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 21:05:31.67818+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        },
        {
          "to": 10,
          "from": 5,
          "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": "ee85fe5d-c199-49de-925f-234ad7272565",
          "evidence": "The document implies the consequences of inaction through its discussion of disruptive automation",
          "position": 1,
          "objective": "The cost of not transforming finance in a Cognitive Enterprise",
          "confidence": 0.6,
          "extraction": {
            "at": "2026-07-16 21:05:31.717027+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 9,
      "type": "analysis",
      "title": "The table uses color coding (blue vs grey text) to indicate AI/Automation opportunity levels (High, Medium, Low).",
      "function": "present_framework",
      "rawType": "data_table",
      "block": null,
      "metadata": {
        "slideType": "data_table",
        "slideTypeCanon": {
          "name": "Data table",
          "slug": "data_table",
          "status": "active",
          "canonId": "019de52d-0bbd-71b9-9918-417f904abbf8",
          "version": 1,
          "description": null
        },
        "function": "present_framework",
        "functionCanon": {
          "name": "Present framework",
          "slug": "present_framework",
          "status": "active",
          "canonId": "019de52d-1403-7667-9100-d2ac6709f750",
          "version": 1,
          "description": null
        },
        "density": "balanced",
        "densityScore": 39,
        "componentCount": 6,
        "textChars": 385,
        "nDataPoints": 0,
        "notes": "The table uses color coding (blue vs grey text) to indicate AI/Automation opportunity levels (High, Medium, Low).",
        "elementsJson": [
          "data_table",
          "callout_box"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:29:39.867+00",
          "seconds": 2.71,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b637-5f0badbad633/9",
        "deck": "/decks/019dd923-5ca1-7489-b637-5f0badbad633",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b637-5f0badbad633#slide-9",
        "deckJson": "/decks/019dd923-5ca1-7489-b637-5f0badbad633.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "AI/Automation opportunity level: High, Medium, Low. Bold indicates high shared services opportunity.",
          "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": "2026-04-24 13:12:22+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-c23f-7114-a89b-e9cc4f5430e5",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.085,
            "w": 0.087,
            "x": 0.845,
            "y": 0.345
          },
          "kind": "legend",
          "text": "AI/Automation opportunity level: High, Medium, Low. Bold indicates high shared services opportunity.",
          "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 19:29:39.867+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "e2306fd0-22aa-46d6-b67d-5db8dcc8162d",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "AI/Automation opportunity level",
          "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": "2026-04-24 13:12:22+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-c23f-7114-a89b-ef255323c026",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.035,
            "w": 0.087,
            "x": 0.845,
            "y": 0.875
          },
          "kind": "source-note",
          "text": "Source: IBM Global Business Services.",
          "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 19:29:39.867+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "f2c5f2bb-2003-475b-93fa-42f3dee211d4",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.615,
            "w": 0.864,
            "x": 0.068,
            "y": 0.294
          },
          "kind": "table",
          "text": "Matrix of finance functions across Direct, Control, and Execute categories.",
          "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 19:29:39.867+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "24672772-ac85-4648-8346-3c317e3cb662",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.025,
            "w": 0.228,
            "x": 0.068,
            "y": 0.245
          },
          "kind": "title",
          "text": "Figure 4: Disruptive automation in finance",
          "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 19:29:39.867+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "12d1f8f0-e084-414d-9f38-6ff55a9022b7",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [
        {
          "matchId": "04b2db5c-8200-456e-b675-f08c9545aa75",
          "evidence": "The slide presents a grid mapping finance functions against operational categories.",
          "framework": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-05-02 19:29:39.867+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 9,
          "frameworkName": "matrix-nxn"
        }
      ],
      "arcBeats": [
        {
          "to": 13,
          "arc": {
            "name": "The Consultant's Gambit",
            "slug": "consultants-gambit",
            "status": "active",
            "bestFor": "Business cases, project proposals, strategic recommendations",
            "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps",
            "description": null,
            "familyLabel": null
          },
          "from": 8,
          "name": "Evidence & Proof",
          "beatId": "5d336958-cc59-4c2b-9b81-1698e9870456",
          "matchId": "c397d70e-9166-4a49-a6a5-95864b1024a4",
          "beatType": {
            "name": "Evidence & Proof",
            "slug": "consultants-gambit-evidence-proof",
            "status": "active",
            "canonId": "019dd9b8-07b1-7688-8e1e-7637fec3802a",
            "version": 1,
            "description": null
          },
          "evidence": "The document provides data tables, client examples, and case studies to support its claims",
          "position": 2,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Evidence",
            "slug": "evidence",
            "status": "active",
            "canonId": "019dd9b8-03f9-772a-b84a-4f07b415b77a",
            "version": 1,
            "description": "A dedicated proof beat exists in only ~4 arcs (Gambit, Sequoia, AIDA, Monroes). Other arcs embed evidence inline within development."
          },
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 10,
          "from": 5,
          "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": "ee85fe5d-c199-49de-925f-234ad7272565",
          "evidence": "The document implies the consequences of inaction through its discussion of disruptive automation",
          "position": 1,
          "objective": "The cost of not transforming finance in a Cognitive Enterprise",
          "confidence": 0.6,
          "extraction": {
            "at": "2026-07-16 21:05:31.717027+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 10,
      "type": "setup",
      "function": "summarize",
      "rawType": "key_messages",
      "block": null,
      "metadata": {
        "slideType": "key_messages",
        "slideTypeCanon": {
          "name": "Key messages",
          "slug": "key_messages",
          "status": "active",
          "canonId": "019de52d-0712-703f-89f5-bda6688faf3f",
          "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": 54,
        "componentCount": 5,
        "textChars": 1968,
        "nDataPoints": 0,
        "notes": null,
        "elementsJson": [
          "paragraph"
        ],
        "confidence": 0.9,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:29:40.262+00",
          "seconds": 3.072,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b637-5f0badbad633/10",
        "deck": "/decks/019dd923-5ca1-7489-b637-5f0badbad633",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b637-5f0badbad633#slide-10",
        "deckJson": "/decks/019dd923-5ca1-7489-b637-5f0badbad633.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "The key to forward movement is to forge a partnership with the CIO to develop a holistic vision for applying these technologies and a clear view of how to start and scale.",
          "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": "2026-04-24 13:12:23+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-c23f-7114-a89c-a4a1a7c925e6",
          "parentComponentId": null
        },
        {
          "bbox": {
            "x": 0.412,
            "y": 0.248
          },
          "kind": "paragraph",
          "text": "This is a dramatic shift in the way most organizations currently operate, where the human workforce is performing the majority of tasks with support from technology and systems. We have now reached a new level of capability – an era in which processes are executed by technology (the “digital workforce”) and enhanced by people (the “new collar” workforce).",
          "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 19:29:40.262+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "01faec66-0f70-4fd2-ae3e-239bcbfd7d3c",
          "parentComponentId": null
        },
        {
          "bbox": {
            "x": 0.412,
            "y": 0.533
          },
          "kind": "paragraph",
          "text": "Engaging the business owners early and often in the process redesign, while leveraging cognitive technologies, mobile application and data, will make information available where and when needed, enhance business decisions support and eliminate numerous processes. At the same time, many manual tasks in the remaining redesigned processes can be fully automated, freeing up talent time to better understand what is happening outside and across the organization. The opportunities are substantial, and the margins for improvement are significant – not just in efficiencies, but in user engagement and quality of services. Many organizations have stalled at the pilot stage of applying these technologies. The key to forward movement is to forge a partnership with the CIO to develop a holistic vision for applying these technologies and a clear view of how to start and scale.",
          "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 19:29:40.262+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "34bb9faa-f4f3-4596-9858-30e9153f62a7",
          "parentComponentId": null
        },
        {
          "bbox": {
            "x": 0.412,
            "y": 0.363
          },
          "kind": "paragraph",
          "text": "This approach allows CFOs to reshape the target operating models of their finance organizations, where past debates on centralized versus decentralized, customized versus standardized and insourced/onshore versus outsourced/offshore have fewer tradeoffs. Process-wise, Lean, Six-Sigma and Kaizen methodologies are still applicable, but the inclusion of other approaches like design thinking, agile and “working in squads and delivering minimal viable products (MVPs) in sprints” will become a critical differentiator.",
          "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 19:29:40.262+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "8098fc17-4fb3-4392-bb34-2e4a65be2254",
          "parentComponentId": null
        },
        {
          "bbox": {
            "x": 0.412,
            "y": 0.095
          },
          "kind": "title",
          "text": "The Cognitive Enterprise: The finance opportunity",
          "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 19:29:40.262+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "9aebc918-d997-4969-840f-e480ee67287e",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 13,
          "arc": {
            "name": "The Consultant's Gambit",
            "slug": "consultants-gambit",
            "status": "active",
            "bestFor": "Business cases, project proposals, strategic recommendations",
            "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps",
            "description": null,
            "familyLabel": null
          },
          "from": 8,
          "name": "Evidence & Proof",
          "beatId": "5d336958-cc59-4c2b-9b81-1698e9870456",
          "matchId": "c397d70e-9166-4a49-a6a5-95864b1024a4",
          "beatType": {
            "name": "Evidence & Proof",
            "slug": "consultants-gambit-evidence-proof",
            "status": "active",
            "canonId": "019dd9b8-07b1-7688-8e1e-7637fec3802a",
            "version": 1,
            "description": null
          },
          "evidence": "The document provides data tables, client examples, and case studies to support its claims",
          "position": 2,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Evidence",
            "slug": "evidence",
            "status": "active",
            "canonId": "019dd9b8-03f9-772a-b84a-4f07b415b77a",
            "version": 1,
            "description": "A dedicated proof beat exists in only ~4 arcs (Gambit, Sequoia, AIDA, Monroes). Other arcs embed evidence inline within development."
          },
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 10,
          "from": 5,
          "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": "ee85fe5d-c199-49de-925f-234ad7272565",
          "evidence": "The document implies the consequences of inaction through its discussion of disruptive automation",
          "position": 1,
          "objective": "The cost of not transforming finance in a Cognitive Enterprise",
          "confidence": 0.6,
          "extraction": {
            "at": "2026-07-16 21:05:31.717027+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 11,
      "type": "evidence",
      "function": "illustrate_case",
      "rawType": "client_example",
      "block": null,
      "metadata": {
        "slideType": "client_example",
        "slideTypeCanon": {
          "name": "Client example",
          "slug": "client_example",
          "status": "active",
          "canonId": "019de52d-0c87-77cb-9867-613ae22e95ac",
          "version": 1,
          "description": null
        },
        "function": "illustrate_case",
        "functionCanon": {
          "name": "Illustrate case",
          "slug": "illustrate_case",
          "status": "active",
          "canonId": "019de52d-13b4-772c-bb73-1873612a7463",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 63,
        "componentCount": 6,
        "textChars": 2444,
        "nDataPoints": 0,
        "notes": null,
        "elementsJson": [
          "paragraph",
          "callout_box"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:29:40.893+00",
          "seconds": 3.616,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b637-5f0badbad633/11",
        "deck": "/decks/019dd923-5ca1-7489-b637-5f0badbad633",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b637-5f0badbad633#slide-11",
        "deckJson": "/decks/019dd923-5ca1-7489-b637-5f0badbad633.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.48,
            "w": 0.31,
            "x": 0.62,
            "y": 0.24
          },
          "kind": "callout",
          "text": "McLane leverages advanced analytics, cognitive computing and proprietary data to create new revenue stream\n\nMcLane Company is one of the largest supply chain services leaders, providing grocery and foodservice supply chain solutions for convenience stores, mass merchants, drug stores and chain restaurants throughout the United States. With the help of advanced analytics models, the company is launching a new line of business, selling ad space on its large fleet of distribution trucks using “geo-fenced” trailers. McLane also plans to leverage geospatial analytics to gain new marketing insights based on the data it gathers.",
          "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 19:29:40.893+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "ea8beb48-035c-4233-a8bc-62db9651d370",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "callout",
          "text": "McLane leverages advanced analytics, cognitive computing and proprietary data to create new revenue stream",
          "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": "2026-04-24 13:12:23+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-c23f-7114-a89c-51a3f46f9e90",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.22,
            "w": 0.45,
            "x": 0.07,
            "y": 0.26
          },
          "kind": "paragraph",
          "text": "Data – the new “natural resource” of the Cognitive Enterprise – can be a source of enormous competitive advantage when leveraged effectively. The CFO should serve as the evangelist for a data-first culture and collaborate across the C-suite to treat data as an asset that can be monetized. In this environment, a loss or breach of data can be disastrous to an organizations’ reputation, wiping out years of effort and brand value. CFOs must estimate the financial damage of these potential issues and forecast the impact to the income statement, balance sheet and cash flow statement.",
          "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 19:29:40.893+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "24dcfd78-93da-4beb-be67-9254ca679b3c",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.45,
            "x": 0.07,
            "y": 0.67
          },
          "kind": "paragraph",
          "text": "Effectively leveraging data to reveal business insights can lead to benefits across the enterprise. For example, the ability to capitalize on proprietary data and cognitive technologies creates an opportunity to monetize proprietary data and pursue new revenue sources, as demonstrated by McLane Company (see sidebar: McLane leverages advanced analytics, cognitive computing and proprietary data to create new revenue stream). It can also offer insights to help improve marketing activities and customer experience.",
          "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 19:29:40.893+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "60c6d441-2b40-4d04-8f5a-a007219a5cba",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.18,
            "w": 0.45,
            "x": 0.07,
            "y": 0.48
          },
          "kind": "paragraph",
          "text": "Decision making relies on accurate and timely data and a common understanding of the facts. Data integrity and authenticity are even more critical with business networks that share data beyond the enterprise. Our research indicates finance leaders have mastered the adoption of a standard chart of accounts and common finance data definitions. The CFO now needs to help the business apply the same rigor that is applied to the financial reporting cycle to the management of structured and unstructured data and production of decision-making reports.",
          "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 19:29:40.893+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "a3496d06-31a5-4aaf-958b-269d68bb8cf1",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.45,
            "x": 0.07,
            "y": 0.21
          },
          "kind": "title",
          "text": "Curate proprietary data actively: Revealing business insights",
          "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 19:29:40.893+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "6dcc4b4c-060a-4e0e-ae7a-5d2d8b28f2ac",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 13,
          "arc": {
            "name": "The Consultant's Gambit",
            "slug": "consultants-gambit",
            "status": "active",
            "bestFor": "Business cases, project proposals, strategic recommendations",
            "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps",
            "description": null,
            "familyLabel": null
          },
          "from": 8,
          "name": "Evidence & Proof",
          "beatId": "5d336958-cc59-4c2b-9b81-1698e9870456",
          "matchId": "c397d70e-9166-4a49-a6a5-95864b1024a4",
          "beatType": {
            "name": "Evidence & Proof",
            "slug": "consultants-gambit-evidence-proof",
            "status": "active",
            "canonId": "019dd9b8-07b1-7688-8e1e-7637fec3802a",
            "version": 1,
            "description": null
          },
          "evidence": "The document provides data tables, client examples, and case studies to support its claims",
          "position": 2,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Evidence",
            "slug": "evidence",
            "status": "active",
            "canonId": "019dd9b8-03f9-772a-b84a-4f07b415b77a",
            "version": 1,
            "description": "A dedicated proof beat exists in only ~4 arcs (Gambit, Sequoia, AIDA, Monroes). Other arcs embed evidence inline within development."
          },
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [],
      "locked": true
    },
    {
      "page": 12,
      "type": "setup",
      "title": "The slide uses a comparison framework to illustrate the shift from traditional to cognitive finance models.",
      "function": "compare_options",
      "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": "compare_options",
        "functionCanon": {
          "name": "Compare options",
          "slug": "compare_options",
          "status": "active",
          "canonId": "019de52d-167f-7038-aebc-70a9d2e0e33b",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 58,
        "componentCount": 6,
        "textChars": 1116,
        "nDataPoints": 0,
        "notes": "The slide uses a comparison framework to illustrate the shift from traditional to cognitive finance models.",
        "elementsJson": [
          "paragraph",
          "comparison_table"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:29:40.13+00",
          "seconds": 2.671,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b637-5f0badbad633/12",
        "deck": "/decks/019dd923-5ca1-7489-b637-5f0badbad633",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b637-5f0badbad633#slide-12",
        "deckJson": "/decks/019dd923-5ca1-7489-b637-5f0badbad633.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "Cognitive computing has a dramatic impact on enterprise information demands",
          "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": "2026-04-24 13:12:22+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-c23f-7114-a89c-11becbb31e17",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.22,
            "w": 0.51,
            "x": 0.41,
            "y": 0.23
          },
          "kind": "paragraph",
          "text": "Deriving value from data will demand that finance master new forms of complex data with a greater sense of urgency (see Figure 5). Data offers visibility into the ecosystem and network, while blockchain technology can enable the establishment of multiple network platforms between enterprises, suppliers, distributors and clients, with applications on these platforms that support straight through processes. Our research indicates finance leaders have become particularly adept at ecosystem advantage, partnering with organizations in their value chain and even collaborating selectively with competitors.",
          "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 19:29:40.13+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "fed0e77a-bd5e-4b60-a115-e5ca3f423c83",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.04,
            "w": 0.51,
            "x": 0.41,
            "y": 0.91
          },
          "kind": "source-note",
          "text": "Source: Fuessler, William, Spencer Lin, and Carl Nordman. \"The cognitive CFO: How 'leaders' are increasing finance IQ.\" IBM Institute for Business Value. May 2017; IBM Global Business Services.",
          "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 19:29:40.13+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "cdeae20f-364d-4783-917f-012f6fb88355",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.38,
            "w": 0.51,
            "x": 0.41,
            "y": 0.51
          },
          "kind": "table",
          "text": "Comparison table of Traditional vs Cognitive information elements, types, time horizon, lead times, and uses.",
          "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 19:29:40.13+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "52238807-39c0-4e5b-bb2a-e57a179c0484",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.35,
            "x": 0.41,
            "y": 0.09
          },
          "kind": "title",
          "text": "The Cognitive Enterprise: The finance opportunity",
          "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 19:29:40.13+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "bc427229-aeeb-4009-a863-2bb93ff65caa",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.04,
            "w": 0.45,
            "x": 0.41,
            "y": 0.46
          },
          "kind": "title",
          "text": "Figure 5\nCognitive computing has a dramatic impact on enterprise information demands",
          "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 19:29:40.13+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "abe21889-75ef-47bc-b07d-2fd94c305e3d",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "2x2 matrix",
            "slug": "matrix-2x2",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd9e1-50ab-72d1-8afb-3ab0a38e32a8",
            "version": 1,
            "bodyDocId": null,
            "description": "BCG matrix, importance/urgency, any axes-and-quadrants frame.",
            "familyLabel": null,
            "categoryName": null,
            "categorySlug": null
          },
          "agent": null,
          "layer": "slide",
          "agents": null,
          "matchId": "a0ad2d56-5d51-40c5-9541-4a7ada6d64a2",
          "evidence": "Comparison table of Traditional vs Cognitive information elements, types, time horizon, lead times, and uses.",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 21:12:39.811028+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 12,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": "common",
          "narrativePurpose": null
        }
      ],
      "frameworks": [
        {
          "matchId": "9362f252-bddb-4304-94fa-7d20ba93772f",
          "evidence": "The slide explicitly compares 'Traditional' vs 'Cognitive' approaches across five dimensions.",
          "framework": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-05-02 19:29:40.13+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 12,
          "frameworkName": "comparison_frame"
        }
      ],
      "arcBeats": [
        {
          "to": 13,
          "arc": {
            "name": "The Consultant's Gambit",
            "slug": "consultants-gambit",
            "status": "active",
            "bestFor": "Business cases, project proposals, strategic recommendations",
            "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps",
            "description": null,
            "familyLabel": null
          },
          "from": 8,
          "name": "Evidence & Proof",
          "beatId": "5d336958-cc59-4c2b-9b81-1698e9870456",
          "matchId": "c397d70e-9166-4a49-a6a5-95864b1024a4",
          "beatType": {
            "name": "Evidence & Proof",
            "slug": "consultants-gambit-evidence-proof",
            "status": "active",
            "canonId": "019dd9b8-07b1-7688-8e1e-7637fec3802a",
            "version": 1,
            "description": null
          },
          "evidence": "The document provides data tables, client examples, and case studies to support its claims",
          "position": 2,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Evidence",
            "slug": "evidence",
            "status": "active",
            "canonId": "019dd9b8-03f9-772a-b84a-4f07b415b77a",
            "version": 1,
            "description": "A dedicated proof beat exists in only ~4 arcs (Gambit, Sequoia, AIDA, Monroes). Other arcs embed evidence inline within development."
          },
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [],
      "locked": true
    },
    {
      "page": 13,
      "type": "evidence",
      "title": "The slide includes a main body text discussing workforce transformation and a callout box detailing the CMHC case study.",
      "function": "illustrate_case",
      "rawType": "case_study",
      "block": null,
      "metadata": {
        "slideType": "case_study",
        "slideTypeCanon": {
          "name": "Case study",
          "slug": "case_study",
          "status": "active",
          "canonId": "019de52d-0b95-7344-8090-926f3b8e92c8",
          "version": 1,
          "description": null
        },
        "function": "illustrate_case",
        "functionCanon": {
          "name": "Illustrate case",
          "slug": "illustrate_case",
          "status": "active",
          "canonId": "019de52d-13b4-772c-bb73-1873612a7463",
          "version": 1,
          "description": null
        },
        "density": "overcrowded",
        "densityScore": 76,
        "componentCount": 7,
        "textChars": 3310,
        "nDataPoints": 2,
        "notes": "The slide includes a main body text discussing workforce transformation and a callout box detailing the CMHC case study.",
        "elementsJson": [
          "paragraph",
          "callout_box"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:29:41.771+00",
          "seconds": 4.231,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b637-5f0badbad633/13",
        "deck": "/decks/019dd923-5ca1-7489-b637-5f0badbad633",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b637-5f0badbad633#slide-13",
        "deckJson": "/decks/019dd923-5ca1-7489-b637-5f0badbad633.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.65,
            "w": 0.31,
            "x": 0.62,
            "y": 0.24
          },
          "kind": "callout",
          "text": "Canada Mortgage & Housing Corporation’s culture of innovation enables shift in workforce\n\nCanada Mortgage & Housing Corporation (CMHC) helps Canadians meet their housing needs and offers objective research and advice to the government. CMHC’s highly skilled analysts were spending more time manually joining, preparing and fixing data than analyzing it, leaving a large pool of unstructured content that was not used for analytics of any kind. In a quest for new efficiency and business value, CMHC embarked on a multi-year technology and business transformation to implement state-of-the-art technology and real-time access to centralized, quality data. This transformation aimed to allow CMHC to better anticipate and understand the needs of Canadians and develop more effective strategies to meet those needs by enabling employees and streamlining processes. Now, CMHC is poised to become a truly insight-driven organization, currently developing advanced analytics models for a multitude of business opportunities.",
          "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 19:29:41.771+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "72832699-ad1a-413f-ad32-9a5213566dc9",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "callout",
          "text": "The seismic shift in the ways technologies change the human role in workflows and processes and the growth of digital workers mean that talent and reskilling will become an urgent element of any CFO agenda.",
          "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": "2026-04-24 13:12:23+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-c23f-7114-a89c-94674e8fa6b2",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.18,
            "w": 0.45,
            "x": 0.07,
            "y": 0.28
          },
          "kind": "paragraph",
          "text": "As a finance organization integrates a digital workforce based on AI and robotic process automation to perform activities across the spectrum of value - transactional to decision support - it needs to retrain and shift its workforce to higher-value services for its business units. This “new collar” workforce will be substantially more client centric and adept in bringing solutions to business issues, whether developing new business models, interpreting decision support outputs from multiple digital workforce sources or analyzing trends that cut across networks in the industry.",
          "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 19:29:41.771+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "1b82199f-7762-4355-943f-e445ca0d85c1",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.13,
            "w": 0.45,
            "x": 0.07,
            "y": 0.76
          },
          "kind": "paragraph",
          "text": "While all organizations face the skills challenge, some are better positioned than others. For example, 70 percent of finance leaders surveyed for our C-suite study have developed the analytical talent in their finance organization to partner with the business, compared to just 42 percent of their peers. The seismic shift in the ways technologies change the human role in workflows and processes and the growth of digital workers mean that talent and reskilling will become an urgent element of any CFO agenda.",
          "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 19:29:41.771+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "342c4740-b8fe-42df-b70d-855fd3cd86cc",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.1,
            "w": 0.45,
            "x": 0.07,
            "y": 0.64
          },
          "kind": "paragraph",
          "text": "CFOs and their leaders need to make deliberate efforts in transforming and retraining their workforce. They should recognize any shortage of skills within their organization and consider a range of options internally or externally to shift their workforce. Required specialized skills include analysis, visualization, security, mobile, social, machine learning and modeling.",
          "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 19:29:41.771+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "3a37d71e-35f5-4f90-8704-c1ad62681069",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.45,
            "x": 0.07,
            "y": 0.47
          },
          "kind": "paragraph",
          "text": "Many organizations marginalize the value of FP&A by relegating it to data gathering, reconciling and formatting. However, they can unlock this talent by investing in common certified data sources and predictive analytical tools that enable FP&A to anticipate events. In addition, aligning FP&A to the business enables finance to develop the relationships and acumen needed to understand the business model and key drivers. This contextual understanding helps finance sort through growing volumes of structured/unstructured data to discern what’s relevant.",
          "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 19:29:41.771+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "5688e6cf-16b5-4fb0-a8f3-11863e962147",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.45,
            "x": 0.07,
            "y": 0.24
          },
          "kind": "title",
          "text": "Reinvent the workforce proactively: Becoming business advisors",
          "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 19:29:41.771+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "86116d1d-2cad-49d0-8431-8db3c48690c1",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 13,
          "arc": {
            "name": "The Consultant's Gambit",
            "slug": "consultants-gambit",
            "status": "active",
            "bestFor": "Business cases, project proposals, strategic recommendations",
            "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps",
            "description": null,
            "familyLabel": null
          },
          "from": 8,
          "name": "Evidence & Proof",
          "beatId": "5d336958-cc59-4c2b-9b81-1698e9870456",
          "matchId": "c397d70e-9166-4a49-a6a5-95864b1024a4",
          "beatType": {
            "name": "Evidence & Proof",
            "slug": "consultants-gambit-evidence-proof",
            "status": "active",
            "canonId": "019dd9b8-07b1-7688-8e1e-7637fec3802a",
            "version": 1,
            "description": null
          },
          "evidence": "The document provides data tables, client examples, and case studies to support its claims",
          "position": 2,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Evidence",
            "slug": "evidence",
            "status": "active",
            "canonId": "019dd9b8-03f9-772a-b84a-4f07b415b77a",
            "version": 1,
            "description": "A dedicated proof beat exists in only ~4 arcs (Gambit, Sequoia, AIDA, Monroes). Other arcs embed evidence inline within development."
          },
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [],
      "locked": true
    },
    {
      "page": 14,
      "type": "setup",
      "function": "state_next_steps",
      "rawType": "next_steps",
      "block": null,
      "metadata": {
        "slideType": "next_steps",
        "slideTypeCanon": {
          "name": "Next steps",
          "slug": "next_steps",
          "status": "active",
          "canonId": "019de52d-0c5e-717b-b460-a68269e6078e",
          "version": 1,
          "description": null
        },
        "function": "state_next_steps",
        "functionCanon": {
          "name": "State next steps",
          "slug": "state_next_steps",
          "status": "active",
          "canonId": "019de52d-14ca-70ac-b534-971f458cdf29",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 54,
        "componentCount": 5,
        "textChars": 1918,
        "nDataPoints": 0,
        "notes": null,
        "elementsJson": [
          "bullet_list",
          "paragraph"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 21:24:25.163+00",
          "seconds": 7.753,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b637-5f0badbad633/14",
        "deck": "/decks/019dd923-5ca1-7489-b637-5f0badbad633",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b637-5f0badbad633#slide-14",
        "deckJson": "/decks/019dd923-5ca1-7489-b637-5f0badbad633.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "Any Cognitive Enterprise transformation requires a C-suite executive sponsor, especially as these initiatives cut across the 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": "2026-04-24 13:12:27+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-c23f-7114-a89e-7f728e02b777",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.525,
            "w": 0.355,
            "x": 0.084,
            "y": 0.265
          },
          "kind": "list",
          "text": "Engage C-suite executive sponsor to define project and develop the case for change.\nInvest in “garage” methodology to identify, prioritize and deploy core platform(s) for your enterprise.\nStrengthen discipline around data – ownership, currency, accuracy and security.\nImplement change management strategies and workforce training and reskilling initiatives to optimize results.\nEstablish governance to validate all measurements, business case gates and enterprise value.\nLead by re-engineering finance processes, curating financial data and reinventing finance function workforce.",
          "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 21:24:25.163+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "e3c11332-0239-4b5b-9b0b-10016a8db5b8",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.425,
            "w": 0.518,
            "x": 0.412,
            "y": 0.238
          },
          "kind": "paragraph",
          "text": "Any Cognitive Enterprise transformation requires a C-suite executive sponsor, especially as these initiatives cut across the organization. In driving the finance agenda, the CFO should serve as an executive sponsor who brings together leaders from lines of business, finance, IT and operations. Many leading companies have attempted to establish centralized innovation teams (such as task forces and centers of excellence) to accelerate understanding and adoption of these solutions. Yet, these teams can be improved to drive business leaders' ownership of ideas and change required, inspire employees to be part of the future state and align resources to create one team.\n\nThe “garage” concept supports enterprises going through a business transformation “inside out” by aligning to the organization’s strategic business imperatives (see Figure 6). This approach helps ensure buy in to the reinvented workflows by incorporating design thinking and agile development of MVPs in pilots involving key stakeholders in the organization, as well as agreed to business cases and roadmaps of re-engineered processes, technology and operating teams.",
          "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 21:24:25.163+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "0d49110e-c413-4b11-86ee-7d8271d1c280",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.024,
            "w": 0.115,
            "x": 0.412,
            "y": 0.17
          },
          "kind": "title",
          "text": "Next steps",
          "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 21:24:25.163+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "1b670dc3-deea-4916-8ed3-9b097acf0771",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.035,
            "w": 0.355,
            "x": 0.084,
            "y": 0.265
          },
          "kind": "title",
          "text": "Actions to get started on the finance opportunity",
          "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 21:24:25.163+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "1e21ac19-ba83-4865-b68f-9bfdd3f373cf",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 16,
          "arc": {
            "name": "The Consultant's Gambit",
            "slug": "consultants-gambit",
            "status": "active",
            "bestFor": "Business cases, project proposals, strategic recommendations",
            "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps",
            "description": null,
            "familyLabel": null
          },
          "from": 14,
          "name": "Solution & Approach",
          "beatId": "26341002-dfa5-497a-95f1-ffff994fffd6",
          "matchId": "c397d70e-9166-4a49-a6a5-95864b1024a4",
          "beatType": {
            "name": "Solution & Approach",
            "slug": "consultants-gambit-solution-approach",
            "status": "active",
            "canonId": "019dd9b8-071c-7161-9184-580fdac7a4f9",
            "version": 1,
            "description": null
          },
          "evidence": "The document outlines next steps and a roadmap for achieving the Cognitive Enterprise vision",
          "position": 3,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Turn",
            "slug": "turn",
            "status": "active",
            "canonId": "019dd9b8-0396-702b-ac2f-9901f8dd8b54",
            "version": 1,
            "description": "The pivot — solution proposed, catalyst introduced, decision made. Common (15/20 arcs) but not universal: Triple-take, AIDA, PAS, Voyage-return and Pixar substitute it with a strong reflection or development beat."
          },
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [],
      "locked": true
    },
    {
      "page": 15,
      "type": "appendix",
      "title": "The slide uses a process flow diagram with four main pillars supported by a foundational layer of leadership and governance.",
      "function": "present_framework",
      "rawType": "other",
      "block": null,
      "metadata": {
        "slideType": "other",
        "slideTypeCanon": {
          "name": "Other (fallback)",
          "slug": "other",
          "status": "active",
          "canonId": "019de52d-0af5-71ed-83de-d51ae245fc43",
          "version": 1,
          "description": null
        },
        "function": "present_framework",
        "functionCanon": {
          "name": "Present framework",
          "slug": "present_framework",
          "status": "active",
          "canonId": "019de52d-1403-7667-9100-d2ac6709f750",
          "version": 1,
          "description": null
        },
        "density": "sparse",
        "densityScore": 16,
        "componentCount": 4,
        "textChars": 177,
        "nDataPoints": 0,
        "notes": "The slide uses a process flow diagram with four main pillars supported by a foundational layer of leadership and governance.",
        "elementsJson": [
          "process_diagram",
          "bullet_list"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:29:40.821+00",
          "seconds": 2.45,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b637-5f0badbad633/15",
        "deck": "/decks/019dd923-5ca1-7489-b637-5f0badbad633",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b637-5f0badbad633#slide-15",
        "deckJson": "/decks/019dd923-5ca1-7489-b637-5f0badbad633.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.735,
            "w": 0.862,
            "x": 0.069,
            "y": 0.302
          },
          "kind": "diagram",
          "text": "Four-stage process: Insight, Design, Co-create, Operate and improve",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Diagram",
              "slug": "diagram",
              "status": "active",
              "canonId": "019de52c-f9f0-734a-81de-15382ff28c65",
              "version": 1,
              "description": "Schematic or relational diagram."
            },
            "tool": null,
            "subkind": {
              "name": "Process flow",
              "slug": "process",
              "status": "active",
              "canonId": "019de52d-039c-718f-ad3a-efe9c4b3c838",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "process",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:29:40.821+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "de6fa739-050c-47b2-a32a-3bdcb1390886",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.735,
            "w": 0.862,
            "x": 0.069,
            "y": 0.302
          },
          "kind": "framework",
          "text": "IBM Garage Model",
          "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 19:29:40.821+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "dbe1e5fb-2ea9-4679-82a9-15c0c6a4a7ce",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.014,
            "w": 0.251,
            "x": 0.069,
            "y": 0.809
          },
          "kind": "source-note",
          "text": "Source: IBM Global Business Services.",
          "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 19:29:40.821+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "5edca1cb-097f-485e-8654-5e29828beb0b",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.028,
            "w": 0.309,
            "x": 0.069,
            "y": 0.245
          },
          "kind": "title",
          "text": "Figure 6: The \"garage\" model drives continuous innovation",
          "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 19:29:40.821+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "3a6da80c-1ba2-421c-97b7-73a85260a1d3",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "Canvas framework",
            "slug": "canvas-framework",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd9e1-5005-762c-82f8-265b08436ca1",
            "version": 1,
            "bodyDocId": null,
            "description": "Named canvas (business model canvas, value prop canvas, etc.).",
            "familyLabel": null,
            "categoryName": null,
            "categorySlug": null
          },
          "agent": null,
          "layer": "slide",
          "agents": null,
          "matchId": "cf4bda92-d9c2-40e8-ba97-a40e6330fd98",
          "evidence": "Four-stage process: Insight, Design, Co-create, Operate and improve",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 21:12:39.965994+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 15,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": "optional",
          "narrativePurpose": null
        }
      ],
      "frameworks": [
        {
          "matchId": "4a73c070-c5d7-42a8-adeb-d8ba83b15f0b",
          "evidence": "The slide explicitly labels this as the 'garage' model.",
          "framework": null,
          "confidence": 1,
          "extraction": {
            "at": "2026-05-02 19:29:40.821+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 15,
          "frameworkName": "IBM Garage Model"
        }
      ],
      "arcBeats": [
        {
          "to": 16,
          "arc": {
            "name": "The Consultant's Gambit",
            "slug": "consultants-gambit",
            "status": "active",
            "bestFor": "Business cases, project proposals, strategic recommendations",
            "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps",
            "description": null,
            "familyLabel": null
          },
          "from": 14,
          "name": "Solution & Approach",
          "beatId": "26341002-dfa5-497a-95f1-ffff994fffd6",
          "matchId": "c397d70e-9166-4a49-a6a5-95864b1024a4",
          "beatType": {
            "name": "Solution & Approach",
            "slug": "consultants-gambit-solution-approach",
            "status": "active",
            "canonId": "019dd9b8-071c-7161-9184-580fdac7a4f9",
            "version": 1,
            "description": null
          },
          "evidence": "The document outlines next steps and a roadmap for achieving the Cognitive Enterprise vision",
          "position": 3,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Turn",
            "slug": "turn",
            "status": "active",
            "canonId": "019dd9b8-0396-702b-ac2f-9901f8dd8b54",
            "version": 1,
            "description": "The pivot — solution proposed, catalyst introduced, decision made. Common (15/20 arcs) but not universal: Triple-take, AIDA, PAS, Voyage-return and Pixar substitute it with a strong reflection or development beat."
          },
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [],
      "locked": true
    },
    {
      "page": 16,
      "type": "resolution",
      "title": "The slide uses a 3x3 matrix to map transformation milestones.",
      "function": "plan_implementation",
      "rawType": "roadmap",
      "block": null,
      "metadata": {
        "slideType": "roadmap",
        "slideTypeCanon": {
          "name": "Roadmap",
          "slug": "roadmap",
          "status": "active",
          "canonId": "019de52d-0a55-72bc-9b7b-a47ef109839c",
          "version": 1,
          "description": null
        },
        "function": "plan_implementation",
        "functionCanon": {
          "name": "Plan implementation",
          "slug": "plan_implementation",
          "status": "active",
          "canonId": "019de52d-14a2-77ea-b210-d6a95eed4823",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 50,
        "componentCount": 6,
        "textChars": 677,
        "nDataPoints": 0,
        "notes": "The slide uses a 3x3 matrix to map transformation milestones.",
        "elementsJson": [
          "paragraph",
          "matrix_nxn"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:29:41.249+00",
          "seconds": 2.868,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b637-5f0badbad633/16",
        "deck": "/decks/019dd923-5ca1-7489-b637-5f0badbad633",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b637-5f0badbad633#slide-16",
        "deckJson": "/decks/019dd923-5ca1-7489-b637-5f0badbad633.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "A garage is underpinned by a governance model that helps ensure the initial outcomes drive adoption across the enterprise and deliver sustainable value within the organization and across its ecosystem and network partners.",
          "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": "2026-04-24 13:12:24+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-c23f-7114-a89c-c2afde63f3d7",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.52,
            "x": 0.412,
            "y": 0.238
          },
          "kind": "paragraph",
          "text": "A garage is underpinned by a governance model that helps ensure the initial outcomes drive adoption across the enterprise and deliver sustainable value within the organization and across its ecosystem and network partners.",
          "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 19:29:41.249+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "e8b6bd6d-ac39-424f-9741-0644f93fff02",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.18,
            "x": 0.412,
            "y": 0.938
          },
          "kind": "source-note",
          "text": "Source: IBM Global Business Services.",
          "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 19:29:41.249+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "3431e776-2a66-4c0c-b359-e57cd65bbd17",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.46,
            "w": 0.61,
            "x": 0.32,
            "y": 0.46
          },
          "kind": "table",
          "text": "3x3 matrix showing transformation milestones across three stages and three workstreams.",
          "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 19:29:41.249+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "102218ea-b9da-41d0-b088-c99c791e268e",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.35,
            "x": 0.412,
            "y": 0.095
          },
          "kind": "title",
          "text": "The Cognitive Enterprise: The finance opportunity",
          "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 19:29:41.249+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "37360154-e43a-4a3c-b548-fd9df9e4016a",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.04,
            "w": 0.25,
            "x": 0.412,
            "y": 0.413
          },
          "kind": "title",
          "text": "Figure 7\nRepresentative milestones in transformation journey",
          "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 19:29:41.249+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "bb5c8173-4cad-4a2e-a9e6-fef28b46cc41",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [
        {
          "matchId": "23fd33ef-f326-4d13-a351-fde7aca33ab8",
          "evidence": "3x3 grid mapping workstreams to transformation stages",
          "framework": null,
          "confidence": 1,
          "extraction": {
            "at": "2026-05-02 19:29:41.249+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 16,
          "frameworkName": "matrix-nxn"
        }
      ],
      "arcBeats": [
        {
          "to": 16,
          "arc": {
            "name": "The Consultant's Gambit",
            "slug": "consultants-gambit",
            "status": "active",
            "bestFor": "Business cases, project proposals, strategic recommendations",
            "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps",
            "description": null,
            "familyLabel": null
          },
          "from": 14,
          "name": "Solution & Approach",
          "beatId": "26341002-dfa5-497a-95f1-ffff994fffd6",
          "matchId": "c397d70e-9166-4a49-a6a5-95864b1024a4",
          "beatType": {
            "name": "Solution & Approach",
            "slug": "consultants-gambit-solution-approach",
            "status": "active",
            "canonId": "019dd9b8-071c-7161-9184-580fdac7a4f9",
            "version": 1,
            "description": null
          },
          "evidence": "The document outlines next steps and a roadmap for achieving the Cognitive Enterprise vision",
          "position": 3,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Turn",
            "slug": "turn",
            "status": "active",
            "canonId": "019dd9b8-0396-702b-ac2f-9901f8dd8b54",
            "version": 1,
            "description": "The pivot — solution proposed, catalyst introduced, decision made. Common (15/20 arcs) but not universal: Triple-take, AIDA, PAS, Voyage-return and Pixar substitute it with a strong reflection or development beat."
          },
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [],
      "locked": true
    },
    {
      "page": 17,
      "type": "setup",
      "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": 54,
        "componentCount": 5,
        "textChars": 2075,
        "nDataPoints": 0,
        "notes": null,
        "elementsJson": [
          "paragraph"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:29:45.239+00",
          "seconds": 6.756,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b637-5f0badbad633/17",
        "deck": "/decks/019dd923-5ca1-7489-b637-5f0badbad633",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b637-5f0badbad633#slide-17",
        "deckJson": "/decks/019dd923-5ca1-7489-b637-5f0badbad633.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "A critical part of becoming a Cognitive Enterprise involves establishing a business platform that encompasses people, process and data, as well as building on any previous investments the organization might have made.",
          "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": "2026-04-24 13:12:25+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-c23f-7114-a89d-834cd89d4c2c",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.18,
            "w": 0.43,
            "x": 0.07,
            "y": 0.24
          },
          "kind": "paragraph",
          "text": "A critical part of becoming a Cognitive Enterprise involves establishing a business platform that encompasses people, process and data, as well as building on any previous investments the organization might have made related to Digital Reinvention and core enterprise systems. Exponential technologies like AI, automation, blockchain and IoT enable organizations to re-engineer workflows, leverage their vast amounts of proprietary data and create platform-centric business models to establish themselves as incumbent disruptors in their industry.",
          "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 19:29:45.239+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "1b0e91ea-6dfe-44e9-8140-9c579989da55",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.23,
            "w": 0.43,
            "x": 0.07,
            "y": 0.44
          },
          "kind": "paragraph",
          "text": "Getting started requires strong and visible senior executive sponsorship, as well as a commitment to adopt design thinking and agile development methods that require participation from all affected stakeholders. Another essential step involves interactive and iterative engagement with the workforce, supported by requisite change management programs. Rapid deployment is also important and can be facilitated with a roadmap of incremental functionality that is mapped to the business case and includes a timeline to scale. Finally, comprehensive governance of participation, data integrity, measurements and validation of benefits is critical.",
          "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 19:29:45.239+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "7f6cb331-c25a-4817-b279-d6925f5a3133",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.23,
            "w": 0.43,
            "x": 0.07,
            "y": 0.68
          },
          "kind": "paragraph",
          "text": "The CFO and finance organization have a strategic role to play across their enterprise in defining the success criteria and acting as stewards of the data, algorithms of measurements and validation of benefits for any Cognitive Enterprise initiative. The finance organization must also lead the way in its enterprise by transforming its operational processes, curating proprietary data and reinventing the workforce to deliver on the expectations for real-time insights, on-the-spot forecasts and all-encompassing foresights. CFOs who accept the challenge can help their organizations grow, manage risk and ultimately achieve sustainable competitive advantage.",
          "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 19:29:45.239+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "ac581024-33d2-4426-b169-88fa7a0213f6",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.12,
            "x": 0.07,
            "y": 0.17
          },
          "kind": "title",
          "text": "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 19:29:45.239+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "1bf9baa7-7e82-4c03-9c4e-d29e7e2a761b",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [],
      "loops": [],
      "locked": true
    },
    {
      "page": 18,
      "type": "appendix",
      "function": "appendix",
      "rawType": "appendix_disclosure",
      "block": null,
      "metadata": {
        "slideType": "appendix_disclosure",
        "slideTypeCanon": {
          "name": "Appendix disclosure",
          "slug": "appendix_disclosure",
          "status": "active",
          "canonId": "019de52d-07b2-7549-8e8b-932a19f6e616",
          "version": 1,
          "description": null
        },
        "function": "appendix",
        "functionCanon": {
          "name": "Appendix",
          "slug": "appendix",
          "status": "active",
          "canonId": "019de52d-138d-750b-83c3-49b4bc7a7a38",
          "version": 1,
          "description": null
        },
        "density": "sparse",
        "densityScore": 6,
        "componentCount": 2,
        "textChars": 118,
        "nDataPoints": 0,
        "notes": null,
        "elementsJson": [
          "paragraph"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:29:40.93+00",
          "seconds": 2.087,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b637-5f0badbad633/18",
        "deck": "/decks/019dd923-5ca1-7489-b637-5f0badbad633",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b637-5f0badbad633#slide-18",
        "deckJson": "/decks/019dd923-5ca1-7489-b637-5f0badbad633.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.65,
            "w": 0.86,
            "x": 0.07,
            "y": 0.24
          },
          "kind": "paragraph",
          "text": "For more information... Authors... Contributors... Related studies...",
          "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 19:29:40.93+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "849a95a8-d57f-4646-a873-55dd3de5b9ed",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.35,
            "x": 0.41,
            "y": 0.09
          },
          "kind": "title",
          "text": "The Cognitive Enterprise: The finance opportunity",
          "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 19:29:40.93+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "4eccd37e-a413-4f8f-893d-99168f8d0cf5",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [],
      "loops": [],
      "locked": true
    },
    {
      "page": 19,
      "type": "appendix",
      "function": "appendix",
      "rawType": "appendix_disclosure",
      "block": null,
      "metadata": {
        "slideType": "appendix_disclosure",
        "slideTypeCanon": {
          "name": "Appendix disclosure",
          "slug": "appendix_disclosure",
          "status": "active",
          "canonId": "019de52d-07b2-7549-8e8b-932a19f6e616",
          "version": 1,
          "description": null
        },
        "function": "appendix",
        "functionCanon": {
          "name": "Appendix",
          "slug": "appendix",
          "status": "active",
          "canonId": "019de52d-138d-750b-83c3-49b4bc7a7a38",
          "version": 1,
          "description": null
        },
        "density": "sparse",
        "densityScore": 22,
        "componentCount": 3,
        "textChars": 424,
        "nDataPoints": 0,
        "notes": null,
        "elementsJson": [
          "numbered_list",
          "paragraph"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:29:40.97+00",
          "seconds": 1.973,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b637-5f0badbad633/19",
        "deck": "/decks/019dd923-5ca1-7489-b637-5f0badbad633",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b637-5f0badbad633#slide-19",
        "deckJson": "/decks/019dd923-5ca1-7489-b637-5f0badbad633.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.1,
            "w": 0.28,
            "x": 0.624,
            "y": 0.59
          },
          "kind": "disclaimer",
          "text": "THE INFORMATION IN THIS DOCUMENT IS PROVIDED “AS IS” WITHOUT ANY WARRANTY, EXPRESS OR IMPLIED, INCLUDING WITHOUT ANY WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND ANY WARRANTY OR CONDITION OF NON-INFRINGEMENT.",
          "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 19:29:40.97+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "f08cbd78-c937-4734-a168-6ee8f23de5d3",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.04,
            "w": 0.58,
            "x": 0.07,
            "y": 0.42
          },
          "kind": "list",
          "text": "1. Foster, Mark. “The Cognitive Enterprise: Part 1 – The journey to AI and the rise of platform-centric business architectures.” IBM Institute for Business Value. January 2018.",
          "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 19:29:40.97+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "f1c3c0fa-ab61-474f-ac58-cd50fbb80e6f",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.015,
            "w": 0.12,
            "x": 0.07,
            "y": 0.398
          },
          "kind": "paragraph",
          "text": "Notes and sources",
          "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 19:29:40.97+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "a7571376-f78b-4eec-8ddd-3460014215b5",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [],
      "loops": [],
      "locked": true
    },
    {
      "page": 20,
      "type": "setup",
      "function": "front_matter",
      "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": 0,
        "componentCount": 1,
        "textChars": 3,
        "nDataPoints": 0,
        "notes": null,
        "elementsJson": [
          "logo_grid"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:29:40.432+00",
          "seconds": 1.431,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b637-5f0badbad633/20",
        "deck": "/decks/019dd923-5ca1-7489-b637-5f0badbad633",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b637-5f0badbad633#slide-20",
        "deckJson": "/decks/019dd923-5ca1-7489-b637-5f0badbad633.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.05,
            "w": 0.1,
            "x": 0.06,
            "y": 0.87
          },
          "kind": "image",
          "text": "IBM",
          "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 19:29:40.432+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "e2f19384-4ff3-4773-88fc-1f86f02481e9",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [],
      "loops": [],
      "locked": true
    }
  ],
  "arcBeats": [
    {
      "from": 1,
      "to": 4,
      "label": "Situation & Context",
      "description": "The document sets the stage with an executive brief and overview of the Cognitive Enterprise"
    },
    {
      "from": 5,
      "to": 7,
      "label": "Problem & Complication",
      "description": "The document highlights the finance opportunity and challenges in the Cognitive Enterprise"
    },
    {
      "from": 8,
      "to": 13,
      "label": "Evidence & Proof",
      "description": "The document provides data tables, client examples, and case studies to support its claims"
    },
    {
      "from": 14,
      "to": 16,
      "label": "Solution & Approach",
      "description": "The document outlines next steps and a roadmap for achieving the Cognitive Enterprise vision"
    }
  ],
  "loops": [
    {
      "from": 3,
      "to": 8,
      "label": "Golden Circle",
      "description": "Why finance's role is critical in the Cognitive Enterprise"
    },
    {
      "from": 5,
      "to": 10,
      "label": "Cost Of Inaction",
      "description": "The cost of not transforming finance in a Cognitive Enterprise"
    }
  ]
}