{
  "schemaVersion": "deck-intelligence.v1",
  "id": "019dd923-5ca1-7489-b634-c3d1e73103c8",
  "slug": "1d4f8471d00913bd",
  "title": "Open Education Resources ecosystem",
  "subtitle": "BCG",
  "author": "BCG",
  "pageCount": 23,
  "kind": "consulting-deck",
  "orientation": "landscape",
  "aspectRatio": 1.401,
  "document": {
    "id": "019dd923-5ca1-7489-b634-c3d1e73103c8",
    "slug": "1d4f8471d00913bd",
    "title": "Open Education Resources ecosystem",
    "rawTitle": "Open Education Resources ecosystem",
    "authorId": "BCG",
    "authorName": "BCG",
    "authorDisplay": "BCG",
    "kind": {
      "slug": "consulting-deck",
      "label": "Consulting deck"
    },
    "sourceType": {
      "slug": "strategy_consulting",
      "label": "Strategy consulting"
    },
    "fileName": "2013-Open-Education-Resources-ecosystem.pdf",
    "sourceUrl": "https://www.hewlett.org/wp-content/uploads/2016/08/The%20Open%20Educational%20Resources%20Ecosystem.pdf",
    "sourceDate": "2013-06-15 00:00:00",
    "presentationDate": null,
    "ingestedAt": "2026-04-23 20:51:29+00",
    "status": "ready",
    "pageCount": 23,
    "orientation": "landscape",
    "aspectRatio": 1.401,
    "targetCompany": null,
    "targetTicker": null,
    "metadata": {
      "local_root": "/tmp/legacy-images/1d4f8471d00913bd",
      "origin_corpus": "consulting"
    }
  },
  "coverage": {
    "pageCount": 23,
    "pagesIndexed": 23,
    "pagesWithImages": 23,
    "pagesWithMetadata": 23,
    "imageCoveragePct": 100,
    "metadataCoveragePct": 100,
    "componentCount": 146,
    "chartCount": 13,
    "metricSlides": 9,
    "toolMatches": 62,
    "documentToolMatches": 0,
    "frameworkMatches": 14,
    "arcMatches": 2,
    "beatMatches": 10,
    "loopMatches": 4,
    "patternMatches": 0,
    "storymakersMatch": true,
    "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": "019dd95a-0543-7581-99ae-96d6ab9d65a4",
        "evidence": "Classic BCG study: engagement context (p2), framework (pp4-5), problem framing (pp6-7), diagnosis (pp8-15), next steps (p16).",
        "isPrimary": true,
        "confidence": 75,
        "extraction": {
          "at": "2026-04-29 13:07:28.977035+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        }
      },
      {
        "arc": {
          "name": "The Onion",
          "slug": "onion",
          "status": "active",
          "bestFor": "Root cause analysis, diagnostics",
          "canonId": "019dd956-627f-76b1-b286-0c575846d572",
          "version": 1,
          "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
          "structure": "Surface Observation -> First Layer -> Deeper Layer -> Core Insight -> Implications",
          "description": null,
          "familyLabel": null,
          "categoryName": "Analysis & Information",
          "categorySlug": "analysis-information"
        },
        "matchId": "019dd95a-0543-7581-99ae-9acc7dca2f1d",
        "evidence": "Layered diagnostic: surface (green shoots) -> supply -> demand -> policy root -> implications.",
        "isPrimary": false,
        "confidence": 65,
        "extraction": {
          "at": "2026-04-29 13:07:28.977035+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        }
      }
    ],
    "beats": [
      {
        "to": 5,
        "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": "019dd95a-0702-74a3-87de-b006a9019eb5",
        "matchId": "019dd95a-0543-7581-99ae-96d6ab9d65a4",
        "beatType": {
          "name": "Situation & Context",
          "slug": "consultants-gambit-situation-context",
          "status": "active",
          "canonId": "019dd9b8-05ae-741b-992d-65ee83c639b3",
          "version": 1,
          "description": null
        },
        "evidence": "Cover, engagement context p2, define mainstream p3, ecosystem framework pp4-5",
        "position": 1,
        "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": 75
      },
      {
        "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": 6,
        "name": "Problem & Complication",
        "beatId": "019dd95a-0702-74a3-87de-b5ef3039e11e",
        "matchId": "019dd95a-0543-7581-99ae-96d6ab9d65a4",
        "beatType": {
          "name": "Problem & Complication",
          "slug": "consultants-gambit-problem-complication",
          "status": "active",
          "canonId": "019dd9b8-064a-777f-a374-e9a8c43dedd4",
          "version": 1,
          "description": null
        },
        "evidence": "Green shoots but not mainstream p6; tipping point analog p7",
        "position": 2,
        "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": 75
      },
      {
        "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": "Solution & Approach",
        "beatId": "019dd95a-0702-74a3-87de-b815e4c82c29",
        "matchId": "019dd95a-0543-7581-99ae-96d6ab9d65a4",
        "beatType": {
          "name": "Solution & Approach",
          "slug": "consultants-gambit-solution-approach",
          "status": "active",
          "canonId": "019dd9b8-071c-7161-9184-580fdac7a4f9",
          "version": 1,
          "description": null
        },
        "evidence": "Supply/demand diagnostic across resources, quality, awareness, usage",
        "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": 75
      },
      {
        "to": 15,
        "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": "Evidence & Proof",
        "beatId": "019dd95a-0702-74a3-87de-bcceb047af37",
        "matchId": "019dd95a-0543-7581-99ae-96d6ab9d65a4",
        "beatType": {
          "name": "Evidence & Proof",
          "slug": "consultants-gambit-evidence-proof",
          "status": "active",
          "canonId": "019dd9b8-07b1-7688-8e1e-7637fec3802a",
          "version": 1,
          "description": null
        },
        "evidence": "Policy barriers: procurement bias and IP ambiguity as final evidence",
        "position": 4,
        "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": 75
      },
      {
        "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": 16,
        "name": "Impact & Next Steps",
        "beatId": "019dd95a-0702-74a3-87de-c22ffdf1b18f",
        "matchId": "019dd95a-0543-7581-99ae-96d6ab9d65a4",
        "beatType": {
          "name": "Impact & Next Steps",
          "slug": "consultants-gambit-impact-next-steps",
          "status": "active",
          "canonId": "019dd9b8-0849-7728-9ee9-fd1609c4c655",
          "version": 1,
          "description": null
        },
        "evidence": "Tracking core metrics consistently as path forward",
        "position": 5,
        "isPrimaryArc": true,
        "parentBeatType": {
          "name": "Resolution",
          "slug": "resolution",
          "status": "active",
          "canonId": "019dd9b8-045d-703b-8dd7-e92aba3ba91b",
          "version": 1,
          "description": "How the deck ends. Required in 19/20 arcs. The exception (Sparkline) ends with new bliss which is functionally a resolution."
        },
        "alignedBlockIds": null,
        "matchConfidence": 75
      },
      {
        "to": 7,
        "arc": {
          "name": "The Onion",
          "slug": "onion",
          "status": "active",
          "bestFor": "Root cause analysis, diagnostics",
          "canonId": "019dd956-627f-76b1-b286-0c575846d572",
          "version": 1,
          "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
          "structure": "Surface Observation -> First Layer -> Deeper Layer -> Core Insight -> Implications",
          "description": null,
          "familyLabel": null,
          "categoryName": "Analysis & Information",
          "categorySlug": "analysis-information"
        },
        "from": 6,
        "name": "Surface Observation",
        "beatId": "019dd95a-0702-74a3-87de-c5df91fe6257",
        "matchId": "019dd95a-0543-7581-99ae-9acc7dca2f1d",
        "beatType": {
          "name": "Surface Observation",
          "slug": "onion-surface-observation",
          "status": "active",
          "canonId": "019dd9b8-0b39-73c0-b415-6c4cf34cc343",
          "version": 1,
          "description": null
        },
        "evidence": "Visible: green shoots but not mainstream",
        "position": 1,
        "isPrimaryArc": false,
        "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": 65
      },
      {
        "to": 9,
        "arc": {
          "name": "The Onion",
          "slug": "onion",
          "status": "active",
          "bestFor": "Root cause analysis, diagnostics",
          "canonId": "019dd956-627f-76b1-b286-0c575846d572",
          "version": 1,
          "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
          "structure": "Surface Observation -> First Layer -> Deeper Layer -> Core Insight -> Implications",
          "description": null,
          "familyLabel": null,
          "categoryName": "Analysis & Information",
          "categorySlug": "analysis-information"
        },
        "from": 8,
        "name": "First Layer",
        "beatId": "019dd95a-0702-74a3-87de-c8918cc8085c",
        "matchId": "019dd95a-0543-7581-99ae-9acc7dca2f1d",
        "beatType": {
          "name": "First Layer",
          "slug": "onion-first-layer",
          "status": "active",
          "canonId": "019dd9b8-0bd1-75b2-9773-18ea7796621c",
          "version": 1,
          "description": null
        },
        "evidence": "Supply: resources exist, quality cautiously positive",
        "position": 2,
        "isPrimaryArc": false,
        "parentBeatType": {
          "name": "Development",
          "slug": "development",
          "status": "active",
          "canonId": "019dd9b8-0332-7008-b3aa-11b0840a57b1",
          "version": 1,
          "description": "The middle stretch in arcs that have one. Often where length problems creep in."
        },
        "alignedBlockIds": null,
        "matchConfidence": 65
      },
      {
        "to": 13,
        "arc": {
          "name": "The Onion",
          "slug": "onion",
          "status": "active",
          "bestFor": "Root cause analysis, diagnostics",
          "canonId": "019dd956-627f-76b1-b286-0c575846d572",
          "version": 1,
          "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
          "structure": "Surface Observation -> First Layer -> Deeper Layer -> Core Insight -> Implications",
          "description": null,
          "familyLabel": null,
          "categoryName": "Analysis & Information",
          "categorySlug": "analysis-information"
        },
        "from": 10,
        "name": "Deeper Layer",
        "beatId": "019dd95a-0702-74a3-87de-cfc417f9fb2d",
        "matchId": "019dd95a-0543-7581-99ae-9acc7dca2f1d",
        "beatType": {
          "name": "Deeper Layer",
          "slug": "onion-deeper-layer",
          "status": "active",
          "canonId": "019dd9b8-0c69-7473-8222-610daa3e4df7",
          "version": 1,
          "description": null
        },
        "evidence": "Demand: discovery, awareness, primary-vs-supplemental gaps",
        "position": 3,
        "isPrimaryArc": false,
        "parentBeatType": {
          "name": "Development",
          "slug": "development",
          "status": "active",
          "canonId": "019dd9b8-0332-7008-b3aa-11b0840a57b1",
          "version": 1,
          "description": "The middle stretch in arcs that have one. Often where length problems creep in."
        },
        "alignedBlockIds": null,
        "matchConfidence": 65
      },
      {
        "to": 15,
        "arc": {
          "name": "The Onion",
          "slug": "onion",
          "status": "active",
          "bestFor": "Root cause analysis, diagnostics",
          "canonId": "019dd956-627f-76b1-b286-0c575846d572",
          "version": 1,
          "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
          "structure": "Surface Observation -> First Layer -> Deeper Layer -> Core Insight -> Implications",
          "description": null,
          "familyLabel": null,
          "categoryName": "Analysis & Information",
          "categorySlug": "analysis-information"
        },
        "from": 14,
        "name": "Core Insight",
        "beatId": "019dd95a-0702-74a3-87de-d041f94b3a82",
        "matchId": "019dd95a-0543-7581-99ae-9acc7dca2f1d",
        "beatType": {
          "name": "Core Insight",
          "slug": "onion-core-insight",
          "status": "active",
          "canonId": "019dd9b8-0d41-766a-8ad4-4ba6c6e72446",
          "version": 1,
          "description": null
        },
        "evidence": "Policy: procurement bias and IP ambiguity as root barriers",
        "position": 4,
        "isPrimaryArc": false,
        "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": 65
      },
      {
        "to": 16,
        "arc": {
          "name": "The Onion",
          "slug": "onion",
          "status": "active",
          "bestFor": "Root cause analysis, diagnostics",
          "canonId": "019dd956-627f-76b1-b286-0c575846d572",
          "version": 1,
          "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
          "structure": "Surface Observation -> First Layer -> Deeper Layer -> Core Insight -> Implications",
          "description": null,
          "familyLabel": null,
          "categoryName": "Analysis & Information",
          "categorySlug": "analysis-information"
        },
        "from": 16,
        "name": "Implications",
        "beatId": "019dd95a-0702-74a3-87de-d763440ea1ac",
        "matchId": "019dd95a-0543-7581-99ae-9acc7dca2f1d",
        "beatType": {
          "name": "Implications",
          "slug": "onion-implications",
          "status": "active",
          "canonId": "019dd9b8-0dda-7730-893d-deaac7e9c295",
          "version": 1,
          "description": null
        },
        "evidence": "Track core metrics over time to monitor ecosystem",
        "position": 5,
        "isPrimaryArc": false,
        "parentBeatType": {
          "name": "Reflection",
          "slug": "reflection",
          "status": "active",
          "canonId": "019dd9b8-0510-73fd-8d00-1c7e45f7bc98",
          "version": 1,
          "description": "The \"so what\" beat. Used by analytical arcs (Triple-take, Onion) and learning arcs (Voyage-return, Tragedy)."
        },
        "alignedBlockIds": null,
        "matchConfidence": 65
      }
    ],
    "loops": [
      {
        "to": 5,
        "from": 2,
        "loop": {
          "name": "40_mece_breakdown",
          "slug": "40-mece-breakdown",
          "status": "active",
          "bestFor": "Problem structuring, ensuring completeness, strategic analysis",
          "canonId": "019dd956-763c-765e-8b68-6ee3ae1ef184",
          "version": 1,
          "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
          "structure": "The Whole -> Category A (distinct) -> Category B (distinct) -> Category C (distinct) -> Complete Coverage",
          "description": "Divide a complex topic into mutually exclusive, collectively exhaustive categories",
          "familyLabel": null,
          "categoryName": "Consulting Framework",
          "categorySlug": "consulting-framework"
        },
        "matchId": "019dd95a-088b-72c8-b7e6-37515390d2a7",
        "evidence": "pp4-5 explicitly partition the ecosystem into 3 mutually exclusive dimensions covering the whole problem",
        "position": 1,
        "objective": "Establish scope and the Supply/Demand/Policy diagnostic framework",
        "confidence": 80,
        "extraction": {
          "at": "2026-04-29 13:07:29.689431+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        }
      },
      {
        "to": 7,
        "from": 6,
        "loop": {
          "name": "09_precedent",
          "slug": "09-precedent",
          "status": "active",
          "bestFor": "Risk mitigation, strategy validation, building confidence in new approaches",
          "canonId": "019dd956-695f-7615-8f82-39d919918314",
          "version": 1,
          "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
          "structure": "The Precedent Case -> What Happened -> The Parallel -> Applied Learning",
          "description": "Use historical or external examples to validate your approach",
          "familyLabel": null,
          "categoryName": "Validation",
          "categorySlug": "validation"
        },
        "matchId": "019dd95a-088b-72c8-b7e6-390e3578953f",
        "evidence": "p6 plots current OER state on maturity grid; p7 cites Rogers S-curve as analog for 15-20% take-off",
        "position": 2,
        "objective": "Show current state is pre-tipping-point using Rogers diffusion as precedent",
        "confidence": 75,
        "extraction": {
          "at": "2026-04-29 13:07:29.689431+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        }
      },
      {
        "to": 15,
        "from": 8,
        "loop": {
          "name": "02_pattern_hunter",
          "slug": "02-pattern-hunter",
          "status": "active",
          "bestFor": "Time-pressed audiences, building consensus, when data is strong",
          "canonId": "019dd956-6695-771a-be2e-f1748ef041a4",
          "version": 1,
          "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
          "structure": "Evidence A -> Evidence B -> Evidence C -> Pattern/Conclusion",
          "description": "Group multiple pieces of evidence that together point to a pattern or conclusion",
          "familyLabel": null,
          "categoryName": "Logical Reasoning",
          "categorySlug": "logical-reasoning"
        },
        "matchId": "019dd95a-088b-72c8-b7e6-3c04ab30e3cc",
        "evidence": "Eight contiguous slides each surfacing one piece of evidence (resource gaps, 23%, 74%, 88%, 40% supplemental, procurement, IP) building to the conclusion",
        "position": 3,
        "objective": "Accumulate evidence across S/D/P showing OER barriers exist",
        "confidence": 78,
        "extraction": {
          "at": "2026-04-29 13:07:29.689431+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        }
      },
      {
        "to": 23,
        "from": 19,
        "loop": {
          "name": "51_voice_of_customer",
          "slug": "51-voice-of-customer",
          "status": "active",
          "bestFor": "Product strategy, customer experience, market research",
          "canonId": "019dd956-7aaf-750b-950b-af0df38f5266",
          "version": 1,
          "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
          "structure": "What Customers Say (Verbatim) -> The Pattern Across Voices -> The Insight -> The Response",
          "description": "Let customer quotes and feedback drive the narrative and validate the insight",
          "familyLabel": null,
          "categoryName": "Validation",
          "categorySlug": "validation"
        },
        "matchId": "019dd95a-088b-72c8-b7e6-406038d6e72d",
        "evidence": "Methodology p19 (40 interviews, 375 educators), then bar charts of educator drivers/barriers and educator quotes pp20-23",
        "position": 4,
        "objective": "Use survey verbatims and bar charts to validate ecosystem diagnosis",
        "confidence": 78,
        "extraction": {
          "at": "2026-04-29 13:07:29.689431+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        }
      }
    ],
    "tools": [
      {
        "tool": {
          "name": "SCQA Framework",
          "slug": "scqa-framework",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-7bcb-763f-bdf6-1dfedf3bd36c",
          "version": 1,
          "bodyDocId": "019df22a-a0b0-719e-937e-2ac31e53d32c",
          "description": "Situation, Complication, Question, Answer - structured problem framing",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Architect",
        "layer": "block",
        "agents": [
          "Architect"
        ],
        "matchId": "019dd95a-1474-7621-ae43-41b3405423cd",
        "evidence": "Opens with engagement Situation that triggers the rest of the deck",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": null,
        "confidence": 70,
        "extraction": {
          "at": "2026-04-29 13:07:32.727482+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 2,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "MECE Principle",
          "slug": "mece-principle",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-7c60-71a8-8758-c79d914489c9",
          "version": 1,
          "bodyDocId": null,
          "description": "Mutually Exclusive, Collectively Exhaustive - ensuring complete, non-overlapping structure",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Architect",
        "layer": "block",
        "agents": [
          "Architect"
        ],
        "matchId": "019dd95a-1474-7621-ae43-662e15744ca8",
        "evidence": "Supply / Demand / Policy split is mutually exclusive and collectively exhaustive",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": null,
        "confidence": 80,
        "extraction": {
          "at": "2026-04-29 13:07:32.727482+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 4,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "The Rule of Three",
          "slug": "the-rule-of-three",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-8962-75cf-b4f8-9394501a6f33",
          "version": 1,
          "bodyDocId": null,
          "description": "Ideas presented in threes are more memorable and satisfying",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Storyteller",
        "layer": "block",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019dd95a-1474-7621-ae43-6cea94aaea0c",
        "evidence": "Three-element framework, three colored bands, three pillar paragraphs",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 80,
        "extraction": {
          "at": "2026-04-29 13:07:32.727482+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 4,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Three Pillars",
          "slug": "three-pillars",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-81ef-7455-a365-b234d95a6bbb",
          "version": 1,
          "bodyDocId": null,
          "description": "Three major supporting arguments that are MECE and address key concerns",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Architect",
        "layer": "block",
        "agents": [
          "Architect"
        ],
        "matchId": "019dd95a-1474-7621-ae43-6bd181a8d802",
        "evidence": "Three explicit pillars: Mature supply, Mature demand, Mature policy",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": null,
        "confidence": 85,
        "extraction": {
          "at": "2026-04-29 13:07:32.727482+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 4,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Chunking",
          "slug": "chunking",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-abab-72ce-b64c-2924cc83cf39",
          "version": 1,
          "bodyDocId": null,
          "description": "Information grouped into chunks is remembered better - structure content in digestible units",
          "familyLabel": null,
          "categoryName": "Loop",
          "categorySlug": "loop"
        },
        "agent": "Architect",
        "layer": "loop",
        "agents": [
          "Architect"
        ],
        "matchId": "019dd95a-1474-7621-ae43-445bac1ebdb4",
        "evidence": "Setup loop chunked into context, definition, framework, metric across pp2-5",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 70,
        "extraction": {
          "at": "2026-04-29 13:07:32.727482+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 2,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Contrast Pairs",
          "slug": "contrast-pairs",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-9b77-70d3-88b1-f34e26f60860",
          "version": 1,
          "bodyDocId": null,
          "description": "Creating tension through opposites: Before↔After, Problem↔Solution, Pain↔Relief",
          "familyLabel": null,
          "categoryName": "Loop",
          "categorySlug": "loop"
        },
        "agent": "Storyteller",
        "layer": "loop",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019dd95a-1474-7621-ae43-9444b07e9505",
        "evidence": "Loop pp6-7 contrasts current state vs mainstream tipping point",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": null,
        "confidence": 75,
        "extraction": {
          "at": "2026-04-29 13:07:32.727482+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 6,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Data Story Arc",
          "slug": "data-story-arc",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-9c30-728e-b974-d3fb123dcf5a",
          "version": 1,
          "bodyDocId": null,
          "description": "Context → Conflict → Insight → Implication structure for data narratives",
          "familyLabel": null,
          "categoryName": "Loop",
          "categorySlug": "loop"
        },
        "agent": "Storyteller",
        "layer": "loop",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019dd95a-1474-7621-ae43-b304aea09e03",
        "evidence": "Loop opens an evidence cascade across pp8-15 building toward barrier conclusion",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": null,
        "confidence": 70,
        "extraction": {
          "at": "2026-04-29 13:07:32.727482+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 8,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Action Titles",
          "slug": "action-titles",
          "status": "active",
          "bestFor": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
          "canonId": "019dd956-ac70-700b-a608-ba58e78f5dcc",
          "version": 1,
          "bodyDocId": "816dad3c-9983-41c1-a86e-978ebd582841",
          "description": "The McKinsey-bred discipline of writing every slide title as a complete declarative sentence with a verb and an insight, not a topic label. Each title is a sub-claim that ladders up to the deck's governing thought; read in sequence, the titles reconstruct the executive summary.",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Architect",
        "layer": "slide",
        "agents": [
          "Architect"
        ],
        "matchId": "019dd95a-1474-7621-ae43-3b29faee773a",
        "evidence": "Title 'Context of the work' is descriptive label, weak action title",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
        "confidence": 60,
        "extraction": {
          "at": "2026-04-29 13:07:32.727482+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 2,
        "whyItWorks": "Solves two failure modes at once. (1) The buried claim: action titles place the conclusion on the page before any analysis is read, so a busy reader doesn't reverse-engineer it from the chart. (2) The spineless deck: because each title is a claim, slides have to ladder up to the governing thought; logical gaps become visible as topic-shaped titles in a sequence that no longer reads as a story.",
        "antipattern": "Topic labels disguised as titles — Volume by quarter, Key findings, Pricing strategy, Margins have been impacted. No verb, or a passive verb with no agent, or a fact (Revenue grew 12%) without the so-what. Also: titles that overreach the chart's evidence, multi-claim X-grew-but-Y-fell welded titles, and mechanical repetition of the same X-drove-Y template across the deck.",
        "cardinality": null,
        "narrativePurpose": "Forces the deck to carry its argument in the title bar so a senior reader can extract the recommendation without opening a single slide; converts a binder of topics into a navigable pyramid where every slide is a node defending the apex."
      },
      {
        "tool": {
          "name": "Concrete Language",
          "slug": "concrete-language",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-bcd4-7398-9723-6aa72346170b",
          "version": 1,
          "bodyDocId": null,
          "description": "Using specific sensory details instead of abstract terms",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Storyteller",
        "layer": "slide",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019dd95a-1474-7621-ae43-3e451d02ebd0",
        "evidence": "Names 'Foundation', 'Boston Consulting Group', 'late 2012', 'United States'",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 80,
        "extraction": {
          "at": "2026-04-29 13:07:32.727482+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 2,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Action Titles",
          "slug": "action-titles",
          "status": "active",
          "bestFor": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
          "canonId": "019dd956-ac70-700b-a608-ba58e78f5dcc",
          "version": 1,
          "bodyDocId": "816dad3c-9983-41c1-a86e-978ebd582841",
          "description": "The McKinsey-bred discipline of writing every slide title as a complete declarative sentence with a verb and an insight, not a topic label. Each title is a sub-claim that ladders up to the deck's governing thought; read in sequence, the titles reconstruct the executive summary.",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Architect",
        "layer": "slide",
        "agents": [
          "Architect"
        ],
        "matchId": "019dd95a-1474-7621-ae43-4b5f8d696d68",
        "evidence": "Title states the definition: 'Mainstream defined as in-classroom usage'",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
        "confidence": 80,
        "extraction": {
          "at": "2026-04-29 13:07:32.727482+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 3,
        "whyItWorks": "Solves two failure modes at once. (1) The buried claim: action titles place the conclusion on the page before any analysis is read, so a busy reader doesn't reverse-engineer it from the chart. (2) The spineless deck: because each title is a claim, slides have to ladder up to the governing thought; logical gaps become visible as topic-shaped titles in a sequence that no longer reads as a story.",
        "antipattern": "Topic labels disguised as titles — Volume by quarter, Key findings, Pricing strategy, Margins have been impacted. No verb, or a passive verb with no agent, or a fact (Revenue grew 12%) without the so-what. Also: titles that overreach the chart's evidence, multi-claim X-grew-but-Y-fell welded titles, and mechanical repetition of the same X-drove-Y template across the deck.",
        "cardinality": null,
        "narrativePurpose": "Forces the deck to carry its argument in the title bar so a senior reader can extract the recommendation without opening a single slide; converts a binder of topics into a navigable pyramid where every slide is a node defending the apex."
      },
      {
        "tool": {
          "name": "Concrete Language",
          "slug": "concrete-language",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-bcd4-7398-9723-6aa72346170b",
          "version": 1,
          "bodyDocId": null,
          "description": "Using specific sensory details instead of abstract terms",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Storyteller",
        "layer": "slide",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019dd95a-1474-7621-ae43-4f38d305c211",
        "evidence": "Defines 'mainstream' concretely as in-classroom usage",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 75,
        "extraction": {
          "at": "2026-04-29 13:07:32.727482+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 3,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Action Titles",
          "slug": "action-titles",
          "status": "active",
          "bestFor": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
          "canonId": "019dd956-ac70-700b-a608-ba58e78f5dcc",
          "version": 1,
          "bodyDocId": "816dad3c-9983-41c1-a86e-978ebd582841",
          "description": "The McKinsey-bred discipline of writing every slide title as a complete declarative sentence with a verb and an insight, not a topic label. Each title is a sub-claim that ladders up to the deck's governing thought; read in sequence, the titles reconstruct the executive summary.",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Architect",
        "layer": "slide",
        "agents": [
          "Architect"
        ],
        "matchId": "019dd95a-1474-7621-ae43-53bd8d9591da",
        "evidence": "Title states the insight: 'High quality supply, strong educator demand and supportive policies will drive a healthy, mature ecosystem'",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
        "confidence": 90,
        "extraction": {
          "at": "2026-04-29 13:07:32.727482+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 4,
        "whyItWorks": "Solves two failure modes at once. (1) The buried claim: action titles place the conclusion on the page before any analysis is read, so a busy reader doesn't reverse-engineer it from the chart. (2) The spineless deck: because each title is a claim, slides have to ladder up to the governing thought; logical gaps become visible as topic-shaped titles in a sequence that no longer reads as a story.",
        "antipattern": "Topic labels disguised as titles — Volume by quarter, Key findings, Pricing strategy, Margins have been impacted. No verb, or a passive verb with no agent, or a fact (Revenue grew 12%) without the so-what. Also: titles that overreach the chart's evidence, multi-claim X-grew-but-Y-fell welded titles, and mechanical repetition of the same X-drove-Y template across the deck.",
        "cardinality": null,
        "narrativePurpose": "Forces the deck to carry its argument in the title bar so a senior reader can extract the recommendation without opening a single slide; converts a binder of topics into a navigable pyramid where every slide is a node defending the apex."
      },
      {
        "tool": {
          "name": "Color Strategy",
          "slug": "color-strategy",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-b202-77cf-8a6e-f445b08c0fd3",
          "version": 1,
          "bodyDocId": null,
          "description": "Using color for emphasis, categories, sentiment, and hierarchy",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Designer",
        "layer": "slide",
        "agents": [
          "Designer"
        ],
        "matchId": "019dd95a-1474-7621-ae43-55d4ceb42a90",
        "evidence": "Three color bands (red supply, blue demand, green policy) encode the three categories",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 90,
        "extraction": {
          "at": "2026-04-29 13:07:32.727482+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 4,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Gestalt Principles",
          "slug": "gestalt-principles",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-b266-7631-9b7e-44d83bd5d4f3",
          "version": 1,
          "bodyDocId": null,
          "description": "Proximity, Similarity, Enclosure, Continuity, Closure, Connection - how humans perceive visual groups",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Designer",
        "layer": "slide",
        "agents": [
          "Designer",
          "Architect"
        ],
        "matchId": "019dd95a-1474-7621-ae43-59bffa539d90",
        "evidence": "Proximity + enclosure groups arrows into a continuous cyclical value chain",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 85,
        "extraction": {
          "at": "2026-04-29 13:07:32.727482+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 4,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Picture Superiority Effect",
          "slug": "picture-superiority-effect",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-c201-7014-bb58-3e85e3e11dfd",
          "version": 1,
          "bodyDocId": null,
          "description": "Pictures remembered 6x better than words - prioritize visuals over text",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Designer",
        "layer": "slide",
        "agents": [
          "Designer"
        ],
        "matchId": "019dd95a-1474-7621-ae43-63241ad9f7ca",
        "evidence": "Cyclical chevron diagram carries the framework, not bullets",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 70,
        "extraction": {
          "at": "2026-04-29 13:07:32.727482+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 4,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Visual Hierarchy",
          "slug": "visual-hierarchy",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-b2ca-706b-937f-e52441086fd7",
          "version": 1,
          "bodyDocId": null,
          "description": "Order of perception through Size > Color > Position > Weight > Space",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Designer",
        "layer": "slide",
        "agents": [
          "Designer"
        ],
        "matchId": "019dd95a-1474-7621-ae43-5f5757051c26",
        "evidence": "Title > banded rows > arrow chevrons creates clear hierarchy",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 75,
        "extraction": {
          "at": "2026-04-29 13:07:32.727482+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 4,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Action Titles",
          "slug": "action-titles",
          "status": "active",
          "bestFor": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
          "canonId": "019dd956-ac70-700b-a608-ba58e78f5dcc",
          "version": 1,
          "bodyDocId": "816dad3c-9983-41c1-a86e-978ebd582841",
          "description": "The McKinsey-bred discipline of writing every slide title as a complete declarative sentence with a verb and an insight, not a topic label. Each title is a sub-claim that ladders up to the deck's governing thought; read in sequence, the titles reconstruct the executive summary.",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Architect",
        "layer": "slide",
        "agents": [
          "Architect"
        ],
        "matchId": "019dd95a-1474-7621-ae43-72d6527c5363",
        "evidence": "'Given ultimate goal, in-classroom adoption is the key metric' states the takeaway",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
        "confidence": 85,
        "extraction": {
          "at": "2026-04-29 13:07:32.727482+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 5,
        "whyItWorks": "Solves two failure modes at once. (1) The buried claim: action titles place the conclusion on the page before any analysis is read, so a busy reader doesn't reverse-engineer it from the chart. (2) The spineless deck: because each title is a claim, slides have to ladder up to the governing thought; logical gaps become visible as topic-shaped titles in a sequence that no longer reads as a story.",
        "antipattern": "Topic labels disguised as titles — Volume by quarter, Key findings, Pricing strategy, Margins have been impacted. No verb, or a passive verb with no agent, or a fact (Revenue grew 12%) without the so-what. Also: titles that overreach the chart's evidence, multi-claim X-grew-but-Y-fell welded titles, and mechanical repetition of the same X-drove-Y template across the deck.",
        "cardinality": null,
        "narrativePurpose": "Forces the deck to carry its argument in the title bar so a senior reader can extract the recommendation without opening a single slide; converts a binder of topics into a navigable pyramid where every slide is a node defending the apex."
      },
      {
        "tool": {
          "name": "Annotation",
          "slug": "annotation",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-b5b9-7668-bf0e-3af99823ec5c",
          "version": 1,
          "bodyDocId": null,
          "description": "Adding explanatory labels to highlight key data points",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Designer",
        "layer": "slide",
        "agents": [
          "Designer"
        ],
        "matchId": "019dd95a-1474-7621-ae43-7ef3a0fbe564",
        "evidence": "Each chevron has a 'Track / Measure ...' caption labelling what to measure",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 80,
        "extraction": {
          "at": "2026-04-29 13:07:32.727482+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 5,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Color Strategy",
          "slug": "color-strategy",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-b202-77cf-8a6e-f445b08c0fd3",
          "version": 1,
          "bodyDocId": null,
          "description": "Using color for emphasis, categories, sentiment, and hierarchy",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Designer",
        "layer": "slide",
        "agents": [
          "Designer"
        ],
        "matchId": "019dd95a-1474-7621-ae43-7679398f14e4",
        "evidence": "Same S/D/P band colors carried over; red highlights the leverage chevrons",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 85,
        "extraction": {
          "at": "2026-04-29 13:07:32.727482+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 5,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Visual Hierarchy",
          "slug": "visual-hierarchy",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-b2ca-706b-937f-e52441086fd7",
          "version": 1,
          "bodyDocId": null,
          "description": "Order of perception through Size > Color > Position > Weight > Space",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Designer",
        "layer": "slide",
        "agents": [
          "Designer"
        ],
        "matchId": "019dd95a-1474-7621-ae43-784e837a3685",
        "evidence": "Numbered chevrons (1-8) and 'Adoption' enlarged to mark the key metric",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 75,
        "extraction": {
          "at": "2026-04-29 13:07:32.727482+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 5,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Von Restorff Effect",
          "slug": "von-restorff-effect",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-beab-73d8-9f62-30d0332e926e",
          "version": 1,
          "bodyDocId": null,
          "description": "Items that stand out are noticed and remembered - make key points visually distinct",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Designer",
        "layer": "slide",
        "agents": [
          "Designer"
        ],
        "matchId": "019dd95a-1474-7621-ae43-827cf9498b93",
        "evidence": "Adoption chevron enlarged + 'Ecosystem leverage point' label set apart",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 75,
        "extraction": {
          "at": "2026-04-29 13:07:32.727482+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 5,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Action Titles",
          "slug": "action-titles",
          "status": "active",
          "bestFor": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
          "canonId": "019dd956-ac70-700b-a608-ba58e78f5dcc",
          "version": 1,
          "bodyDocId": "816dad3c-9983-41c1-a86e-978ebd582841",
          "description": "The McKinsey-bred discipline of writing every slide title as a complete declarative sentence with a verb and an insight, not a topic label. Each title is a sub-claim that ladders up to the deck's governing thought; read in sequence, the titles reconstruct the executive summary.",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Architect",
        "layer": "slide",
        "agents": [
          "Architect"
        ],
        "matchId": "019dd95a-1474-7621-ae43-8719925313f0",
        "evidence": "'Research indicates OER is showing positive green shoots, but still has ways to go before reaching mainstream'",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
        "confidence": 85,
        "extraction": {
          "at": "2026-04-29 13:07:32.727482+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 6,
        "whyItWorks": "Solves two failure modes at once. (1) The buried claim: action titles place the conclusion on the page before any analysis is read, so a busy reader doesn't reverse-engineer it from the chart. (2) The spineless deck: because each title is a claim, slides have to ladder up to the governing thought; logical gaps become visible as topic-shaped titles in a sequence that no longer reads as a story.",
        "antipattern": "Topic labels disguised as titles — Volume by quarter, Key findings, Pricing strategy, Margins have been impacted. No verb, or a passive verb with no agent, or a fact (Revenue grew 12%) without the so-what. Also: titles that overreach the chart's evidence, multi-claim X-grew-but-Y-fell welded titles, and mechanical repetition of the same X-drove-Y template across the deck.",
        "cardinality": null,
        "narrativePurpose": "Forces the deck to carry its argument in the title bar so a senior reader can extract the recommendation without opening a single slide; converts a binder of topics into a navigable pyramid where every slide is a node defending the apex."
      },
      {
        "tool": {
          "name": "Annotation",
          "slug": "annotation",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-b5b9-7668-bf0e-3af99823ec5c",
          "version": 1,
          "bodyDocId": null,
          "description": "Adding explanatory labels to highlight key data points",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Designer",
        "layer": "slide",
        "agents": [
          "Designer"
        ],
        "matchId": "019dd95a-1474-7621-ae43-8d0a3f7becc9",
        "evidence": "Each diamond marker has a callout box explaining the maturity placement",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 85,
        "extraction": {
          "at": "2026-04-29 13:07:32.727482+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 6,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Color Strategy",
          "slug": "color-strategy",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-b202-77cf-8a6e-f445b08c0fd3",
          "version": 1,
          "bodyDocId": null,
          "description": "Using color for emphasis, categories, sentiment, and hierarchy",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Designer",
        "layer": "slide",
        "agents": [
          "Designer"
        ],
        "matchId": "019dd95a-1474-7621-ae43-9158cc1e5225",
        "evidence": "Colored S/D/P sidebar reuses the framework palette",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 75,
        "extraction": {
          "at": "2026-04-29 13:07:32.727482+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 6,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Small Multiples",
          "slug": "small-multiples",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-b32d-7586-b368-baa1dd388ed4",
          "version": 1,
          "bodyDocId": null,
          "description": "Repeating similar charts for comparison across categories or time",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Designer",
        "layer": "slide",
        "agents": [
          "Designer"
        ],
        "matchId": "019dd95a-1474-7621-ae43-8a28225f6ea5",
        "evidence": "Eight numbered rows assessed against the same Birth/Green-shoots/Mainstream scale",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 80,
        "extraction": {
          "at": "2026-04-29 13:07:32.727482+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 6,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Action Titles",
          "slug": "action-titles",
          "status": "active",
          "bestFor": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
          "canonId": "019dd956-ac70-700b-a608-ba58e78f5dcc",
          "version": 1,
          "bodyDocId": "816dad3c-9983-41c1-a86e-978ebd582841",
          "description": "The McKinsey-bred discipline of writing every slide title as a complete declarative sentence with a verb and an insight, not a topic label. Each title is a sub-claim that ladders up to the deck's governing thought; read in sequence, the titles reconstruct the executive summary.",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Architect",
        "layer": "slide",
        "agents": [
          "Architect"
        ],
        "matchId": "019dd95a-1474-7621-ae43-9bd443aa0bb8",
        "evidence": "Title: 'Analogues provide guidance on how to identify tipping point towards mainstream adoption'",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
        "confidence": 85,
        "extraction": {
          "at": "2026-04-29 13:07:32.727482+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 7,
        "whyItWorks": "Solves two failure modes at once. (1) The buried claim: action titles place the conclusion on the page before any analysis is read, so a busy reader doesn't reverse-engineer it from the chart. (2) The spineless deck: because each title is a claim, slides have to ladder up to the governing thought; logical gaps become visible as topic-shaped titles in a sequence that no longer reads as a story.",
        "antipattern": "Topic labels disguised as titles — Volume by quarter, Key findings, Pricing strategy, Margins have been impacted. No verb, or a passive verb with no agent, or a fact (Revenue grew 12%) without the so-what. Also: titles that overreach the chart's evidence, multi-claim X-grew-but-Y-fell welded titles, and mechanical repetition of the same X-drove-Y template across the deck.",
        "cardinality": null,
        "narrativePurpose": "Forces the deck to carry its argument in the title bar so a senior reader can extract the recommendation without opening a single slide; converts a binder of topics into a navigable pyramid where every slide is a node defending the apex."
      },
      {
        "tool": {
          "name": "Annotation",
          "slug": "annotation",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-b5b9-7668-bf0e-3af99823ec5c",
          "version": 1,
          "bodyDocId": null,
          "description": "Adding explanatory labels to highlight key data points",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Designer",
        "layer": "slide",
        "agents": [
          "Designer"
        ],
        "matchId": "019dd95a-1474-7621-ae43-a627b8f6d653",
        "evidence": "'Take off', 'Early adopters', 'Later adopters' label the curve regions",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 75,
        "extraction": {
          "at": "2026-04-29 13:07:32.727482+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 7,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Credibility Transfer",
          "slug": "credibility-transfer",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-bd34-759a-8e3b-2f14b571a2a1",
          "version": 1,
          "bodyDocId": null,
          "description": "Borrowing authority from trusted sources or vivid details",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Storyteller",
        "layer": "slide",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019dd95a-1474-7621-ae43-a3205310b085",
        "evidence": "Footnote cites 'Everett Rogers, Diffusion of Innovations, Figure 1-2'",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 90,
        "extraction": {
          "at": "2026-04-29 13:07:32.727482+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 7,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Metaphor & Analogy",
          "slug": "metaphor-analogy",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-adea-7729-bca1-70810d6238a9",
          "version": 1,
          "bodyDocId": null,
          "description": "Making abstract concepts concrete through familiar comparisons",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Storyteller",
        "layer": "slide",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019dd95a-1474-7621-ae43-9c925fd2e783",
        "evidence": "Rogers S-curve used as analog for OER take-off",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": null,
        "confidence": 90,
        "extraction": {
          "at": "2026-04-29 13:07:32.727482+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 7,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Action Titles",
          "slug": "action-titles",
          "status": "active",
          "bestFor": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
          "canonId": "019dd956-ac70-700b-a608-ba58e78f5dcc",
          "version": 1,
          "bodyDocId": "816dad3c-9983-41c1-a86e-978ebd582841",
          "description": "The McKinsey-bred discipline of writing every slide title as a complete declarative sentence with a verb and an insight, not a topic label. Each title is a sub-claim that ladders up to the deck's governing thought; read in sequence, the titles reconstruct the executive summary.",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Architect",
        "layer": "slide",
        "agents": [
          "Architect"
        ],
        "matchId": "019dd95a-1474-7621-ae43-a9dd14fd6872",
        "evidence": "Title states finding: 'More resources exist for higher ed, K-12 math and science'",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
        "confidence": 85,
        "extraction": {
          "at": "2026-04-29 13:07:32.727482+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 8,
        "whyItWorks": "Solves two failure modes at once. (1) The buried claim: action titles place the conclusion on the page before any analysis is read, so a busy reader doesn't reverse-engineer it from the chart. (2) The spineless deck: because each title is a claim, slides have to ladder up to the governing thought; logical gaps become visible as topic-shaped titles in a sequence that no longer reads as a story.",
        "antipattern": "Topic labels disguised as titles — Volume by quarter, Key findings, Pricing strategy, Margins have been impacted. No verb, or a passive verb with no agent, or a fact (Revenue grew 12%) without the so-what. Also: titles that overreach the chart's evidence, multi-claim X-grew-but-Y-fell welded titles, and mechanical repetition of the same X-drove-Y template across the deck.",
        "cardinality": null,
        "narrativePurpose": "Forces the deck to carry its argument in the title bar so a senior reader can extract the recommendation without opening a single slide; converts a binder of topics into a navigable pyramid where every slide is a node defending the apex."
      },
      {
        "tool": {
          "name": "Contrast Principle",
          "slug": "contrast-principle",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-bf0f-73ae-b9df-e60508cdaa65",
          "version": 1,
          "bodyDocId": null,
          "description": "Higher visual weight draws attention - use contrast strategically for emphasis",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Designer",
        "layer": "slide",
        "agents": [
          "Designer"
        ],
        "matchId": "019dd95a-1474-7621-ae43-ac0be4a360db",
        "evidence": "Two-column layout contrasts K-12 STEM coverage vs higher-ed coverage",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 80,
        "extraction": {
          "at": "2026-04-29 13:07:32.727482+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 8,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Action Titles",
          "slug": "action-titles",
          "status": "active",
          "bestFor": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
          "canonId": "019dd956-ac70-700b-a608-ba58e78f5dcc",
          "version": 1,
          "bodyDocId": "816dad3c-9983-41c1-a86e-978ebd582841",
          "description": "The McKinsey-bred discipline of writing every slide title as a complete declarative sentence with a verb and an insight, not a topic label. Each title is a sub-claim that ladders up to the deck's governing thought; read in sequence, the titles reconstruct the executive summary.",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Architect",
        "layer": "slide",
        "agents": [
          "Architect"
        ],
        "matchId": "019dd95a-1474-7621-ae43-b65c30bb08e6",
        "evidence": "'Educators perception of quality cautiously positive' states the finding",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
        "confidence": 80,
        "extraction": {
          "at": "2026-04-29 13:07:32.727482+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 9,
        "whyItWorks": "Solves two failure modes at once. (1) The buried claim: action titles place the conclusion on the page before any analysis is read, so a busy reader doesn't reverse-engineer it from the chart. (2) The spineless deck: because each title is a claim, slides have to ladder up to the governing thought; logical gaps become visible as topic-shaped titles in a sequence that no longer reads as a story.",
        "antipattern": "Topic labels disguised as titles — Volume by quarter, Key findings, Pricing strategy, Margins have been impacted. No verb, or a passive verb with no agent, or a fact (Revenue grew 12%) without the so-what. Also: titles that overreach the chart's evidence, multi-claim X-grew-but-Y-fell welded titles, and mechanical repetition of the same X-drove-Y template across the deck.",
        "cardinality": null,
        "narrativePurpose": "Forces the deck to carry its argument in the title bar so a senior reader can extract the recommendation without opening a single slide; converts a binder of topics into a navigable pyramid where every slide is a node defending the apex."
      },
      {
        "tool": {
          "name": "Audience Definition",
          "slug": "audience-definition",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-7f2a-775d-aeee-ff099bcb7756",
          "version": 1,
          "bodyDocId": null,
          "description": "Six key questions: Who are they? What do they know? What do they believe? What do they care about? What do they fear? What decisions can they make?",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Storyteller",
        "layer": "slide",
        "agents": [
          "Storyteller"
        ],
        "matchId": "c3819227-318d-4aa3-a3e3-c30f0e17a86d",
        "evidence": "Educators' perception of quality cautiously positive",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": null,
        "confidence": 0.6,
        "extraction": {
          "at": "2026-07-16 21:04:46.105615+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 9,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Concrete Language",
          "slug": "concrete-language",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-bcd4-7398-9723-6aa72346170b",
          "version": 1,
          "bodyDocId": null,
          "description": "Using specific sensory details instead of abstract terms",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Storyteller",
        "layer": "slide",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019dd95a-1474-7621-ae43-b80f87201d1e",
        "evidence": "Anchors finding with the 23% data point",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 70,
        "extraction": {
          "at": "2026-04-29 13:07:32.727482+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 9,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Action Titles",
          "slug": "action-titles",
          "status": "active",
          "bestFor": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
          "canonId": "019dd956-ac70-700b-a608-ba58e78f5dcc",
          "version": 1,
          "bodyDocId": "816dad3c-9983-41c1-a86e-978ebd582841",
          "description": "The McKinsey-bred discipline of writing every slide title as a complete declarative sentence with a verb and an insight, not a topic label. Each title is a sub-claim that ladders up to the deck's governing thought; read in sequence, the titles reconstruct the executive summary.",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Architect",
        "layer": "slide",
        "agents": [
          "Architect"
        ],
        "matchId": "019dd95a-1474-7621-ae43-bce41468f87b",
        "evidence": "Title surfaces the pain: 'users find it challenging to discover and use existing content'",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
        "confidence": 80,
        "extraction": {
          "at": "2026-04-29 13:07:32.727482+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 10,
        "whyItWorks": "Solves two failure modes at once. (1) The buried claim: action titles place the conclusion on the page before any analysis is read, so a busy reader doesn't reverse-engineer it from the chart. (2) The spineless deck: because each title is a claim, slides have to ladder up to the governing thought; logical gaps become visible as topic-shaped titles in a sequence that no longer reads as a story.",
        "antipattern": "Topic labels disguised as titles — Volume by quarter, Key findings, Pricing strategy, Margins have been impacted. No verb, or a passive verb with no agent, or a fact (Revenue grew 12%) without the so-what. Also: titles that overreach the chart's evidence, multi-claim X-grew-but-Y-fell welded titles, and mechanical repetition of the same X-drove-Y template across the deck.",
        "cardinality": null,
        "narrativePurpose": "Forces the deck to carry its argument in the title bar so a senior reader can extract the recommendation without opening a single slide; converts a binder of topics into a navigable pyramid where every slide is a node defending the apex."
      },
      {
        "tool": {
          "name": "Problem Statement Canvas",
          "slug": "problem-statement-canvas",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-839d-744b-ad11-9bf3e3642a18",
          "version": 1,
          "bodyDocId": null,
          "description": "Structured definition of the problem: What? Who? Where? When? Scale?",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Architect",
        "layer": "slide",
        "agents": [
          "Architect"
        ],
        "matchId": "1b1b77b4-2d0f-4bd3-99c9-7125f5d58858",
        "evidence": "Current aggregators not making discovery particularly user-friendly",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.5,
        "extraction": {
          "at": "2026-07-16 21:04:46.172697+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 10,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Action Titles",
          "slug": "action-titles",
          "status": "active",
          "bestFor": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
          "canonId": "019dd956-ac70-700b-a608-ba58e78f5dcc",
          "version": 1,
          "bodyDocId": "816dad3c-9983-41c1-a86e-978ebd582841",
          "description": "The McKinsey-bred discipline of writing every slide title as a complete declarative sentence with a verb and an insight, not a topic label. Each title is a sub-claim that ladders up to the deck's governing thought; read in sequence, the titles reconstruct the executive summary.",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Architect",
        "layer": "slide",
        "agents": [
          "Architect"
        ],
        "matchId": "019dd95a-1474-7621-ae43-c15c738e396f",
        "evidence": "Title contrasts >50% awareness with usage gap",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
        "confidence": 85,
        "extraction": {
          "at": "2026-04-29 13:07:32.727482+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 11,
        "whyItWorks": "Solves two failure modes at once. (1) The buried claim: action titles place the conclusion on the page before any analysis is read, so a busy reader doesn't reverse-engineer it from the chart. (2) The spineless deck: because each title is a claim, slides have to ladder up to the governing thought; logical gaps become visible as topic-shaped titles in a sequence that no longer reads as a story.",
        "antipattern": "Topic labels disguised as titles — Volume by quarter, Key findings, Pricing strategy, Margins have been impacted. No verb, or a passive verb with no agent, or a fact (Revenue grew 12%) without the so-what. Also: titles that overreach the chart's evidence, multi-claim X-grew-but-Y-fell welded titles, and mechanical repetition of the same X-drove-Y template across the deck.",
        "cardinality": null,
        "narrativePurpose": "Forces the deck to carry its argument in the title bar so a senior reader can extract the recommendation without opening a single slide; converts a binder of topics into a navigable pyramid where every slide is a node defending the apex."
      },
      {
        "tool": {
          "name": "Concrete Language",
          "slug": "concrete-language",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-bcd4-7398-9723-6aa72346170b",
          "version": 1,
          "bodyDocId": null,
          "description": "Using specific sensory details instead of abstract terms",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Storyteller",
        "layer": "slide",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019dd95a-1474-7621-ae43-c58615e21f5a",
        "evidence": "Callout: '74% of non-users report lack of awareness or knowledge'",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 80,
        "extraction": {
          "at": "2026-04-29 13:07:32.727482+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 11,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Action Titles",
          "slug": "action-titles",
          "status": "active",
          "bestFor": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
          "canonId": "019dd956-ac70-700b-a608-ba58e78f5dcc",
          "version": 1,
          "bodyDocId": "816dad3c-9983-41c1-a86e-978ebd582841",
          "description": "The McKinsey-bred discipline of writing every slide title as a complete declarative sentence with a verb and an insight, not a topic label. Each title is a sub-claim that ladders up to the deck's governing thought; read in sequence, the titles reconstruct the executive summary.",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Architect",
        "layer": "slide",
        "agents": [
          "Architect"
        ],
        "matchId": "019dd95a-1474-7621-ae43-c8d0dad1aff9",
        "evidence": "'In higher education, while awareness among academic officers high, many professors remain unaware'",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
        "confidence": 85,
        "extraction": {
          "at": "2026-04-29 13:07:32.727482+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 12,
        "whyItWorks": "Solves two failure modes at once. (1) The buried claim: action titles place the conclusion on the page before any analysis is read, so a busy reader doesn't reverse-engineer it from the chart. (2) The spineless deck: because each title is a claim, slides have to ladder up to the governing thought; logical gaps become visible as topic-shaped titles in a sequence that no longer reads as a story.",
        "antipattern": "Topic labels disguised as titles — Volume by quarter, Key findings, Pricing strategy, Margins have been impacted. No verb, or a passive verb with no agent, or a fact (Revenue grew 12%) without the so-what. Also: titles that overreach the chart's evidence, multi-claim X-grew-but-Y-fell welded titles, and mechanical repetition of the same X-drove-Y template across the deck.",
        "cardinality": null,
        "narrativePurpose": "Forces the deck to carry its argument in the title bar so a senior reader can extract the recommendation without opening a single slide; converts a binder of topics into a navigable pyramid where every slide is a node defending the apex."
      },
      {
        "tool": {
          "name": "Audience Segmentation",
          "slug": "audience-segmentation",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-8079-7046-8e6b-ecdf1bf15590",
          "version": 1,
          "bodyDocId": null,
          "description": "Grouping audience by attitude toward your message: Champions, Neutrals, Skeptics",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Storyteller",
        "layer": "slide",
        "agents": [
          "Storyteller"
        ],
        "matchId": "50656dbb-c9d0-494f-8b33-342ee01aacbb",
        "evidence": "Most interviewees were not aware of OER; Aware respondents unable to recognize major OER providers",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.6,
        "extraction": {
          "at": "2026-07-16 21:04:46.270282+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 12,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Concrete Language",
          "slug": "concrete-language",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-bcd4-7398-9723-6aa72346170b",
          "version": 1,
          "bodyDocId": null,
          "description": "Using specific sensory details instead of abstract terms",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Storyteller",
        "layer": "slide",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019dd95a-1474-7621-ae43-ce61c19f5ec9",
        "evidence": "Anchored by 88% data point",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 75,
        "extraction": {
          "at": "2026-04-29 13:07:32.727482+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 12,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Action Titles",
          "slug": "action-titles",
          "status": "active",
          "bestFor": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
          "canonId": "019dd956-ac70-700b-a608-ba58e78f5dcc",
          "version": 1,
          "bodyDocId": "816dad3c-9983-41c1-a86e-978ebd582841",
          "description": "The McKinsey-bred discipline of writing every slide title as a complete declarative sentence with a verb and an insight, not a topic label. Each title is a sub-claim that ladders up to the deck's governing thought; read in sequence, the titles reconstruct the executive summary.",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Architect",
        "layer": "slide",
        "agents": [
          "Architect"
        ],
        "matchId": "019dd95a-1474-7621-ae43-d2a1bb421cec",
        "evidence": "'Educator survey indicates supplemental usage moving into mainstream but primary material lagging'",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
        "confidence": 85,
        "extraction": {
          "at": "2026-04-29 13:07:32.727482+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 13,
        "whyItWorks": "Solves two failure modes at once. (1) The buried claim: action titles place the conclusion on the page before any analysis is read, so a busy reader doesn't reverse-engineer it from the chart. (2) The spineless deck: because each title is a claim, slides have to ladder up to the governing thought; logical gaps become visible as topic-shaped titles in a sequence that no longer reads as a story.",
        "antipattern": "Topic labels disguised as titles — Volume by quarter, Key findings, Pricing strategy, Margins have been impacted. No verb, or a passive verb with no agent, or a fact (Revenue grew 12%) without the so-what. Also: titles that overreach the chart's evidence, multi-claim X-grew-but-Y-fell welded titles, and mechanical repetition of the same X-drove-Y template across the deck.",
        "cardinality": null,
        "narrativePurpose": "Forces the deck to carry its argument in the title bar so a senior reader can extract the recommendation without opening a single slide; converts a binder of topics into a navigable pyramid where every slide is a node defending the apex."
      },
      {
        "tool": {
          "name": "Annotation",
          "slug": "annotation",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-b5b9-7668-bf0e-3af99823ec5c",
          "version": 1,
          "bodyDocId": null,
          "description": "Adding explanatory labels to highlight key data points",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Designer",
        "layer": "slide",
        "agents": [
          "Designer"
        ],
        "matchId": "019dd95a-1474-7621-ae43-dfcf4b9649b4",
        "evidence": "Two callout boxes locate primary vs supplemental on the curve",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 85,
        "extraction": {
          "at": "2026-04-29 13:07:32.727482+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 13,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Credibility Transfer",
          "slug": "credibility-transfer",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-bd34-759a-8e3b-2f14b571a2a1",
          "version": 1,
          "bodyDocId": null,
          "description": "Borrowing authority from trusted sources or vivid details",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Storyteller",
        "layer": "slide",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019dd95a-1474-7621-ae43-d9f95cbc33d8",
        "evidence": "Borrows authority of the canonical adoption-lifecycle bell curve",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 75,
        "extraction": {
          "at": "2026-04-29 13:07:32.727482+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 13,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Metaphor & Analogy",
          "slug": "metaphor-analogy",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-adea-7729-bca1-70810d6238a9",
          "version": 1,
          "bodyDocId": null,
          "description": "Making abstract concepts concrete through familiar comparisons",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Storyteller",
        "layer": "slide",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019dd95a-1474-7621-ae43-d4bacbcfc22e",
        "evidence": "Maps OER usage onto innovator/early-majority/laggard curve",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": null,
        "confidence": 85,
        "extraction": {
          "at": "2026-04-29 13:07:32.727482+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 13,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Action Titles",
          "slug": "action-titles",
          "status": "active",
          "bestFor": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
          "canonId": "019dd956-ac70-700b-a608-ba58e78f5dcc",
          "version": 1,
          "bodyDocId": "816dad3c-9983-41c1-a86e-978ebd582841",
          "description": "The McKinsey-bred discipline of writing every slide title as a complete declarative sentence with a verb and an insight, not a topic label. Each title is a sub-claim that ladders up to the deck's governing thought; read in sequence, the titles reconstruct the executive summary.",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Architect",
        "layer": "slide",
        "agents": [
          "Architect"
        ],
        "matchId": "019dd95a-1474-7621-ae43-e35f1c4bf253",
        "evidence": "'Existing procurement processes favor traditional materials' states the barrier",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
        "confidence": 80,
        "extraction": {
          "at": "2026-04-29 13:07:32.727482+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 14,
        "whyItWorks": "Solves two failure modes at once. (1) The buried claim: action titles place the conclusion on the page before any analysis is read, so a busy reader doesn't reverse-engineer it from the chart. (2) The spineless deck: because each title is a claim, slides have to ladder up to the governing thought; logical gaps become visible as topic-shaped titles in a sequence that no longer reads as a story.",
        "antipattern": "Topic labels disguised as titles — Volume by quarter, Key findings, Pricing strategy, Margins have been impacted. No verb, or a passive verb with no agent, or a fact (Revenue grew 12%) without the so-what. Also: titles that overreach the chart's evidence, multi-claim X-grew-but-Y-fell welded titles, and mechanical repetition of the same X-drove-Y template across the deck.",
        "cardinality": null,
        "narrativePurpose": "Forces the deck to carry its argument in the title bar so a senior reader can extract the recommendation without opening a single slide; converts a binder of topics into a navigable pyramid where every slide is a node defending the apex."
      },
      {
        "tool": {
          "name": "Action Titles",
          "slug": "action-titles",
          "status": "active",
          "bestFor": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
          "canonId": "019dd956-ac70-700b-a608-ba58e78f5dcc",
          "version": 1,
          "bodyDocId": "816dad3c-9983-41c1-a86e-978ebd582841",
          "description": "The McKinsey-bred discipline of writing every slide title as a complete declarative sentence with a verb and an insight, not a topic label. Each title is a sub-claim that ladders up to the deck's governing thought; read in sequence, the titles reconstruct the executive summary.",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Architect",
        "layer": "slide",
        "agents": [
          "Architect"
        ],
        "matchId": "019dd95a-1474-7621-ae43-e50734a83243",
        "evidence": "'Lack of clarity around teacher IP complicates ability to create, remix, and share'",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
        "confidence": 80,
        "extraction": {
          "at": "2026-04-29 13:07:32.727482+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 15,
        "whyItWorks": "Solves two failure modes at once. (1) The buried claim: action titles place the conclusion on the page before any analysis is read, so a busy reader doesn't reverse-engineer it from the chart. (2) The spineless deck: because each title is a claim, slides have to ladder up to the governing thought; logical gaps become visible as topic-shaped titles in a sequence that no longer reads as a story.",
        "antipattern": "Topic labels disguised as titles — Volume by quarter, Key findings, Pricing strategy, Margins have been impacted. No verb, or a passive verb with no agent, or a fact (Revenue grew 12%) without the so-what. Also: titles that overreach the chart's evidence, multi-claim X-grew-but-Y-fell welded titles, and mechanical repetition of the same X-drove-Y template across the deck.",
        "cardinality": null,
        "narrativePurpose": "Forces the deck to carry its argument in the title bar so a senior reader can extract the recommendation without opening a single slide; converts a binder of topics into a navigable pyramid where every slide is a node defending the apex."
      },
      {
        "tool": {
          "name": "Action Titles",
          "slug": "action-titles",
          "status": "active",
          "bestFor": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
          "canonId": "019dd956-ac70-700b-a608-ba58e78f5dcc",
          "version": 1,
          "bodyDocId": "816dad3c-9983-41c1-a86e-978ebd582841",
          "description": "The McKinsey-bred discipline of writing every slide title as a complete declarative sentence with a verb and an insight, not a topic label. Each title is a sub-claim that ladders up to the deck's governing thought; read in sequence, the titles reconstruct the executive summary.",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Architect",
        "layer": "slide",
        "agents": [
          "Architect"
        ],
        "matchId": "019dd95a-1474-7621-ae43-e9046713dd0f",
        "evidence": "Title is generic ('Further considerations...') weak action title",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
        "confidence": 55,
        "extraction": {
          "at": "2026-04-29 13:07:32.727482+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 16,
        "whyItWorks": "Solves two failure modes at once. (1) The buried claim: action titles place the conclusion on the page before any analysis is read, so a busy reader doesn't reverse-engineer it from the chart. (2) The spineless deck: because each title is a claim, slides have to ladder up to the governing thought; logical gaps become visible as topic-shaped titles in a sequence that no longer reads as a story.",
        "antipattern": "Topic labels disguised as titles — Volume by quarter, Key findings, Pricing strategy, Margins have been impacted. No verb, or a passive verb with no agent, or a fact (Revenue grew 12%) without the so-what. Also: titles that overreach the chart's evidence, multi-claim X-grew-but-Y-fell welded titles, and mechanical repetition of the same X-drove-Y template across the deck.",
        "cardinality": null,
        "narrativePurpose": "Forces the deck to carry its argument in the title bar so a senior reader can extract the recommendation without opening a single slide; converts a binder of topics into a navigable pyramid where every slide is a node defending the apex."
      },
      {
        "tool": {
          "name": "Closing Techniques",
          "slug": "closing-techniques",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-af13-774b-a4fd-7db0a3a88d51",
          "version": 1,
          "bodyDocId": null,
          "description": "Strong endings: Callback, challenge, vision, clear CTA, memorable line",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Storyteller",
        "layer": "slide",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019dd95a-1474-7621-ae43-ece7cdcad571",
        "evidence": "Closes deck with CTA to track metrics + contact details for BCG education practice",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 75,
        "extraction": {
          "at": "2026-04-29 13:07:32.727482+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 16,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Concrete Language",
          "slug": "concrete-language",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-bcd4-7398-9723-6aa72346170b",
          "version": 1,
          "bodyDocId": null,
          "description": "Using specific sensory details instead of abstract terms",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Storyteller",
        "layer": "slide",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019dd95a-1474-7621-ae43-f1314064d74f",
        "evidence": "Quantifies methodology: 'nearly 40 interviews and surveyed over 375 teachers and educators'",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 85,
        "extraction": {
          "at": "2026-04-29 13:07:32.727482+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 19,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Credibility Transfer",
          "slug": "credibility-transfer",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-bd34-759a-8e3b-2f14b571a2a1",
          "version": 1,
          "bodyDocId": null,
          "description": "Borrowing authority from trusted sources or vivid details",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Storyteller",
        "layer": "slide",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019dd95a-1474-7621-ae43-f5e20c19bea3",
        "evidence": "Sample-size disclosure builds confidence in the survey conclusions",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 80,
        "extraction": {
          "at": "2026-04-29 13:07:32.727482+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 19,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "List presentation",
          "slug": "list-presentation",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1",
          "version": 1,
          "bodyDocId": null,
          "description": "Bulleted, numbered, or checklist enumerations.",
          "familyLabel": null,
          "categoryName": null,
          "categorySlug": null
        },
        "agent": null,
        "layer": "slide",
        "agents": null,
        "matchId": "596cce8b-e4ae-4a9c-8117-62f3e0b132f6",
        "evidence": "list/bullet: Qualitative interviews: 38 interviews completed; split between experts in supply, demand, and policy (Funders, Content creators, Teachers/Professors, School administrators, Policy experts)",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-07-16 21:05:16.463869+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 19,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": "common",
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Action Titles",
          "slug": "action-titles",
          "status": "active",
          "bestFor": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
          "canonId": "019dd956-ac70-700b-a608-ba58e78f5dcc",
          "version": 1,
          "bodyDocId": "816dad3c-9983-41c1-a86e-978ebd582841",
          "description": "The McKinsey-bred discipline of writing every slide title as a complete declarative sentence with a verb and an insight, not a topic label. Each title is a sub-claim that ladders up to the deck's governing thought; read in sequence, the titles reconstruct the executive summary.",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Architect",
        "layer": "slide",
        "agents": [
          "Architect"
        ],
        "matchId": "019dd95a-1474-7621-ae43-f98a5d129f36",
        "evidence": "'Time constraints and lack of awareness impede adoption, while efficacy and quality could be major accelerators'",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
        "confidence": 85,
        "extraction": {
          "at": "2026-04-29 13:07:32.727482+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 20,
        "whyItWorks": "Solves two failure modes at once. (1) The buried claim: action titles place the conclusion on the page before any analysis is read, so a busy reader doesn't reverse-engineer it from the chart. (2) The spineless deck: because each title is a claim, slides have to ladder up to the governing thought; logical gaps become visible as topic-shaped titles in a sequence that no longer reads as a story.",
        "antipattern": "Topic labels disguised as titles — Volume by quarter, Key findings, Pricing strategy, Margins have been impacted. No verb, or a passive verb with no agent, or a fact (Revenue grew 12%) without the so-what. Also: titles that overreach the chart's evidence, multi-claim X-grew-but-Y-fell welded titles, and mechanical repetition of the same X-drove-Y template across the deck.",
        "cardinality": null,
        "narrativePurpose": "Forces the deck to carry its argument in the title bar so a senior reader can extract the recommendation without opening a single slide; converts a binder of topics into a navigable pyramid where every slide is a node defending the apex."
      },
      {
        "tool": {
          "name": "Chart Selection Guide",
          "slug": "chart-selection-guide",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-b1a0-700b-ba17-0e16c4d5bcae",
          "version": 1,
          "bodyDocId": null,
          "description": "Choosing the right chart type for your data and message",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Designer",
        "layer": "slide",
        "agents": [
          "Designer"
        ],
        "matchId": "019dd95a-1474-7621-ae43-ffc36055b600",
        "evidence": "Two ranked horizontal bar charts appropriate for comparing categorical drivers",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 85,
        "extraction": {
          "at": "2026-04-29 13:07:32.727482+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 20,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Color Strategy",
          "slug": "color-strategy",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-b202-77cf-8a6e-f445b08c0fd3",
          "version": 1,
          "bodyDocId": null,
          "description": "Using color for emphasis, categories, sentiment, and hierarchy",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Designer",
        "layer": "slide",
        "agents": [
          "Designer"
        ],
        "matchId": "019dd95a-1474-7621-ae44-036bd9152c38",
        "evidence": "Top bars greened, low-impact bars greyed to encode salience",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 85,
        "extraction": {
          "at": "2026-04-29 13:07:32.727482+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 20,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Contrast Principle",
          "slug": "contrast-principle",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-bf0f-73ae-b9df-e60508cdaa65",
          "version": 1,
          "bodyDocId": null,
          "description": "Higher visual weight draws attention - use contrast strategically for emphasis",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Designer",
        "layer": "slide",
        "agents": [
          "Designer"
        ],
        "matchId": "019dd95a-1474-7621-ae44-0a6fd48e8885",
        "evidence": "Side-by-side: barriers (left) vs accelerators (right)",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 75,
        "extraction": {
          "at": "2026-04-29 13:07:32.727482+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 20,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Von Restorff Effect",
          "slug": "von-restorff-effect",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-beab-73d8-9f62-30d0332e926e",
          "version": 1,
          "bodyDocId": null,
          "description": "Items that stand out are noticed and remembered - make key points visually distinct",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Designer",
        "layer": "slide",
        "agents": [
          "Designer"
        ],
        "matchId": "019dd95a-1474-7621-ae44-0669bfd42622",
        "evidence": "Green highlight on top 2 / top 4 bars makes them pop against grey",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 80,
        "extraction": {
          "at": "2026-04-29 13:07:32.727482+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 20,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Action Titles",
          "slug": "action-titles",
          "status": "active",
          "bestFor": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
          "canonId": "019dd956-ac70-700b-a608-ba58e78f5dcc",
          "version": 1,
          "bodyDocId": "816dad3c-9983-41c1-a86e-978ebd582841",
          "description": "The McKinsey-bred discipline of writing every slide title as a complete declarative sentence with a verb and an insight, not a topic label. Each title is a sub-claim that ladders up to the deck's governing thought; read in sequence, the titles reconstruct the executive summary.",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Architect",
        "layer": "slide",
        "agents": [
          "Architect"
        ],
        "matchId": "019dd95a-1474-7621-ae44-0db039934516",
        "evidence": "'Current users adopting broad range of OER resources due to flexibility and attractive cost profile'",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
        "confidence": 80,
        "extraction": {
          "at": "2026-04-29 13:07:32.727482+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 21,
        "whyItWorks": "Solves two failure modes at once. (1) The buried claim: action titles place the conclusion on the page before any analysis is read, so a busy reader doesn't reverse-engineer it from the chart. (2) The spineless deck: because each title is a claim, slides have to ladder up to the governing thought; logical gaps become visible as topic-shaped titles in a sequence that no longer reads as a story.",
        "antipattern": "Topic labels disguised as titles — Volume by quarter, Key findings, Pricing strategy, Margins have been impacted. No verb, or a passive verb with no agent, or a fact (Revenue grew 12%) without the so-what. Also: titles that overreach the chart's evidence, multi-claim X-grew-but-Y-fell welded titles, and mechanical repetition of the same X-drove-Y template across the deck.",
        "cardinality": null,
        "narrativePurpose": "Forces the deck to carry its argument in the title bar so a senior reader can extract the recommendation without opening a single slide; converts a binder of topics into a navigable pyramid where every slide is a node defending the apex."
      },
      {
        "tool": {
          "name": "Chart Selection Guide",
          "slug": "chart-selection-guide",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-b1a0-700b-ba17-0e16c4d5bcae",
          "version": 1,
          "bodyDocId": null,
          "description": "Choosing the right chart type for your data and message",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Designer",
        "layer": "slide",
        "agents": [
          "Designer"
        ],
        "matchId": "019dd95a-1474-7621-ae44-1377544203d5",
        "evidence": "Bar chart visualization of survey responses",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 70,
        "extraction": {
          "at": "2026-04-29 13:07:32.727482+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 21,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Action Titles",
          "slug": "action-titles",
          "status": "active",
          "bestFor": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
          "canonId": "019dd956-ac70-700b-a608-ba58e78f5dcc",
          "version": 1,
          "bodyDocId": "816dad3c-9983-41c1-a86e-978ebd582841",
          "description": "The McKinsey-bred discipline of writing every slide title as a complete declarative sentence with a verb and an insight, not a topic label. Each title is a sub-claim that ladders up to the deck's governing thought; read in sequence, the titles reconstruct the executive summary.",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Architect",
        "layer": "slide",
        "agents": [
          "Architect"
        ],
        "matchId": "019dd95a-1474-7621-ae44-160ba74ba2e2",
        "evidence": "'Educators are satisfied with OER usage and expect to continue using in the future'",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
        "confidence": 80,
        "extraction": {
          "at": "2026-04-29 13:07:32.727482+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 22,
        "whyItWorks": "Solves two failure modes at once. (1) The buried claim: action titles place the conclusion on the page before any analysis is read, so a busy reader doesn't reverse-engineer it from the chart. (2) The spineless deck: because each title is a claim, slides have to ladder up to the governing thought; logical gaps become visible as topic-shaped titles in a sequence that no longer reads as a story.",
        "antipattern": "Topic labels disguised as titles — Volume by quarter, Key findings, Pricing strategy, Margins have been impacted. No verb, or a passive verb with no agent, or a fact (Revenue grew 12%) without the so-what. Also: titles that overreach the chart's evidence, multi-claim X-grew-but-Y-fell welded titles, and mechanical repetition of the same X-drove-Y template across the deck.",
        "cardinality": null,
        "narrativePurpose": "Forces the deck to carry its argument in the title bar so a senior reader can extract the recommendation without opening a single slide; converts a binder of topics into a navigable pyramid where every slide is a node defending the apex."
      },
      {
        "tool": {
          "name": "Chart Selection Guide",
          "slug": "chart-selection-guide",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-b1a0-700b-ba17-0e16c4d5bcae",
          "version": 1,
          "bodyDocId": null,
          "description": "Choosing the right chart type for your data and message",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Designer",
        "layer": "slide",
        "agents": [
          "Designer"
        ],
        "matchId": "019dd95a-1474-7621-ae44-18c4a7474552",
        "evidence": "Bar chart of satisfaction / continuation",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 70,
        "extraction": {
          "at": "2026-04-29 13:07:32.727482+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 22,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Action Titles",
          "slug": "action-titles",
          "status": "active",
          "bestFor": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
          "canonId": "019dd956-ac70-700b-a608-ba58e78f5dcc",
          "version": 1,
          "bodyDocId": "816dad3c-9983-41c1-a86e-978ebd582841",
          "description": "The McKinsey-bred discipline of writing every slide title as a complete declarative sentence with a verb and an insight, not a topic label. Each title is a sub-claim that ladders up to the deck's governing thought; read in sequence, the titles reconstruct the executive summary.",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Architect",
        "layer": "slide",
        "agents": [
          "Architect"
        ],
        "matchId": "019dd95a-1474-7621-ae44-1e263bbc6d9c",
        "evidence": "'Educators frequently cite need for productized content' states the takeaway",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
        "confidence": 75,
        "extraction": {
          "at": "2026-04-29 13:07:32.727482+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 23,
        "whyItWorks": "Solves two failure modes at once. (1) The buried claim: action titles place the conclusion on the page before any analysis is read, so a busy reader doesn't reverse-engineer it from the chart. (2) The spineless deck: because each title is a claim, slides have to ladder up to the governing thought; logical gaps become visible as topic-shaped titles in a sequence that no longer reads as a story.",
        "antipattern": "Topic labels disguised as titles — Volume by quarter, Key findings, Pricing strategy, Margins have been impacted. No verb, or a passive verb with no agent, or a fact (Revenue grew 12%) without the so-what. Also: titles that overreach the chart's evidence, multi-claim X-grew-but-Y-fell welded titles, and mechanical repetition of the same X-drove-Y template across the deck.",
        "cardinality": null,
        "narrativePurpose": "Forces the deck to carry its argument in the title bar so a senior reader can extract the recommendation without opening a single slide; converts a binder of topics into a navigable pyramid where every slide is a node defending the apex."
      }
    ],
    "frameworks": [
      {
        "matchId": "cc1169f0-bd59-40c5-92c4-e1fa73101e6f",
        "evidence": "The slide defines a progression of usage levels (Low, Medium, High) across different dimensions.",
        "framework": null,
        "confidence": 0.85,
        "extraction": {
          "at": "2026-05-02 19:41:53.86+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 3,
        "frameworkName": "Maturity Model"
      },
      {
        "matchId": "a2d2c91e-6c00-485e-b020-7a8c6318bbb7",
        "evidence": "Circular process diagram representing the ecosystem dynamics",
        "framework": null,
        "confidence": 0.8,
        "extraction": {
          "at": "2026-05-02 19:41:51.985+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 4,
        "frameworkName": "flywheel"
      },
      {
        "matchId": "019dd95a-1ca6-71be-9e59-349bcaef927d",
        "evidence": "Three labelled bands explicitly named Mature supply / Mature demand / Mature policy",
        "framework": null,
        "confidence": 70,
        "extraction": {
          "at": "2026-04-29 13:07:34.826634+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 4,
        "frameworkName": "Supply-Demand-Policy Ecosystem Framework"
      },
      {
        "matchId": "b9b5bbad-d6a5-4e99-8867-d7e85b250f77",
        "evidence": "The slide maps the flow of OER from creation (supply) to adoption (demand) and policy support.",
        "framework": null,
        "confidence": 0.8,
        "extraction": {
          "at": "2026-05-02 19:41:54.122+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 5,
        "frameworkName": "value-chain"
      },
      {
        "matchId": "f2843bff-a1a3-49a9-a9b8-b7a555c82d32",
        "evidence": "The slide explicitly maps 8 criteria across three stages of maturity (Birth, Green Shoots, Mainstream).",
        "framework": null,
        "confidence": 1,
        "extraction": {
          "at": "2026-05-02 19:41:54.284+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 6,
        "frameworkName": "maturity-model"
      },
      {
        "matchId": "019dd95a-1ca6-71be-9e59-3b198af236c0",
        "evidence": "Header reads 'Stages of OER maturity' with 3 labelled stages",
        "framework": null,
        "confidence": 80,
        "extraction": {
          "at": "2026-04-29 13:07:34.826634+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 6,
        "frameworkName": "Maturity Model"
      },
      {
        "matchId": "dba04458-d3f4-4369-99f0-7d531e2ea1f6",
        "evidence": "Rogers diffusion curve",
        "framework": null,
        "confidence": 1,
        "extraction": {
          "at": "2026-05-02 19:41:51.536+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 7,
        "frameworkName": "diffusion-of-innovations"
      },
      {
        "matchId": "019dd95a-1ca6-71be-9e59-3e0ddcf7f75e",
        "evidence": "Chart titled 'Rogers diffusion curve'; footnote cites Everett Rogers",
        "framework": null,
        "confidence": 95,
        "extraction": {
          "at": "2026-04-29 13:07:34.826634+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 7,
        "frameworkName": "Rogers Diffusion of Innovations Curve"
      },
      {
        "matchId": "9e08566c-4304-43e3-a494-e1fb7793b159",
        "evidence": "The slide uses a two-column layout to contrast two distinct market segments (K-12 vs Higher Ed).",
        "framework": null,
        "confidence": 0.8,
        "extraction": {
          "at": "2026-05-02 19:41:52.887+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 8,
        "frameworkName": "comparison-frame"
      },
      {
        "matchId": "2b93c9f6-a21c-4ed8-a475-0e23ff415a10",
        "evidence": "The slide identifies a problem (lack of usage) and provides data-driven evidence to diagnose the root cause (lack of awareness/knowledge).",
        "framework": null,
        "confidence": 0.8,
        "extraction": {
          "at": "2026-05-02 19:41:52.65+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 11,
        "frameworkName": "diagnostic-test"
      },
      {
        "matchId": "a8c5934e-2819-4761-b095-48550f1639d9",
        "evidence": "Standard bell curve showing adoption segments (Innovators, Early Adopters, etc.)",
        "framework": null,
        "confidence": 1,
        "extraction": {
          "at": "2026-05-02 19:41:52.726+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 13,
        "frameworkName": "diffusion-of-innovations"
      },
      {
        "matchId": "019dd95a-1ca6-71be-9e59-431173b7a99f",
        "evidence": "Bell curve labelled Innovators 2.5% / Early adopters 13.5% / Early majority 34% / Late majority 34% / Laggards 16%",
        "framework": null,
        "confidence": 90,
        "extraction": {
          "at": "2026-04-29 13:07:34.826634+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 13,
        "frameworkName": "Technology Adoption Lifecycle"
      },
      {
        "matchId": "793f835c-9a4f-4191-a338-721cedd0b115",
        "evidence": "The slide identifies root causes (barriers) and potential solutions (drivers) for a specific user behavior.",
        "framework": null,
        "confidence": 0.8,
        "extraction": {
          "at": "2026-05-02 19:41:55.855+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 20,
        "frameworkName": "diagnostic-test"
      },
      {
        "matchId": "996e698e-a43e-4c17-9771-dfb8aed2124e",
        "evidence": "Maps user pain points to specific market solutions",
        "framework": null,
        "confidence": 0.6,
        "extraction": {
          "at": "2026-05-02 19:41:54.875+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 23,
        "frameworkName": "customer-journey-map"
      }
    ],
    "patterns": []
  },
  "storymakers": {
    "model": "claude-cli-sonnet-4.6",
    "backend": null,
    "rawJson": {
      "arc": {
        "id": 1,
        "slug": "consultants-gambit",
        "beats": [
          {
            "name": "Situation & Context",
            "end_page": 5,
            "evidence": "Cover, engagement context p2, define mainstream p3, ecosystem framework pp4-5",
            "position": 1,
            "start_page": 1
          },
          {
            "name": "Problem & Complication",
            "end_page": 7,
            "evidence": "Green shoots but not mainstream p6; tipping point analog p7",
            "position": 2,
            "start_page": 6
          },
          {
            "name": "Solution & Approach",
            "end_page": 13,
            "evidence": "Supply/demand diagnostic across resources, quality, awareness, usage",
            "position": 3,
            "start_page": 8
          },
          {
            "name": "Evidence & Proof",
            "end_page": 15,
            "evidence": "Policy barriers: procurement bias and IP ambiguity as final evidence",
            "position": 4,
            "start_page": 14
          },
          {
            "name": "Impact & Next Steps",
            "end_page": 16,
            "evidence": "Tracking core metrics consistently as path forward",
            "position": 5,
            "start_page": 16
          }
        ],
        "evidence": "Classic BCG study: engagement context (p2), framework (pp4-5), problem framing (pp6-7), diagnosis (pp8-15), next steps (p16).",
        "confidence": 75
      },
      "loops": [
        {
          "id": 40,
          "slug": "40-mece-breakdown",
          "end_page": 5,
          "evidence": "pp4-5 explicitly partition the ecosystem into 3 mutually exclusive dimensions covering the whole problem",
          "position": 1,
          "objective": "Establish scope and the Supply/Demand/Policy diagnostic framework",
          "confidence": 80,
          "start_page": 2
        },
        {
          "id": 9,
          "slug": "09-precedent",
          "end_page": 7,
          "evidence": "p6 plots current OER state on maturity grid; p7 cites Rogers S-curve as analog for 15-20% take-off",
          "position": 2,
          "objective": "Show current state is pre-tipping-point using Rogers diffusion as precedent",
          "confidence": 75,
          "start_page": 6
        },
        {
          "id": 2,
          "slug": "02-pattern-hunter",
          "end_page": 15,
          "evidence": "Eight contiguous slides each surfacing one piece of evidence (resource gaps, 23%, 74%, 88%, 40% supplemental, procurement, IP) building to the conclusion",
          "position": 3,
          "objective": "Accumulate evidence across S/D/P showing OER barriers exist",
          "confidence": 78,
          "start_page": 8
        },
        {
          "id": 51,
          "slug": "51-voice-of-customer",
          "end_page": 23,
          "evidence": "Methodology p19 (40 interviews, 375 educators), then bar charts of educator drivers/barriers and educator quotes pp20-23",
          "position": 4,
          "objective": "Use survey verbatims and bar charts to validate ecosystem diagnosis",
          "confidence": 78,
          "start_page": 19
        }
      ],
      "slide_tools": [
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title 'Context of the work' is descriptive label, weak action title",
              "confidence": 60
            },
            {
              "id": 154,
              "slug": "concrete-language",
              "layer": "Slide",
              "evidence": "Names 'Foundation', 'Boston Consulting Group', 'late 2012', 'United States'",
              "confidence": 80
            },
            {
              "id": 1,
              "slug": "scqa-framework",
              "layer": "Block",
              "evidence": "Opens with engagement Situation that triggers the rest of the deck",
              "confidence": 70
            },
            {
              "id": 116,
              "slug": "chunking",
              "layer": "Loop",
              "evidence": "Setup loop chunked into context, definition, framework, metric across pp2-5",
              "confidence": 70
            }
          ],
          "page_number": 2
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title states the definition: 'Mainstream defined as in-classroom usage'",
              "confidence": 80
            },
            {
              "id": 154,
              "slug": "concrete-language",
              "layer": "Slide",
              "evidence": "Defines 'mainstream' concretely as in-classroom usage",
              "confidence": 75
            }
          ],
          "page_number": 3
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title states the insight: 'High quality supply, strong educator demand and supportive policies will drive a healthy, mature ecosystem'",
              "confidence": 90
            },
            {
              "id": 130,
              "slug": "color-strategy",
              "layer": "Slide",
              "evidence": "Three color bands (red supply, blue demand, green policy) encode the three categories",
              "confidence": 90
            },
            {
              "id": 131,
              "slug": "gestalt-principles",
              "layer": "Slide",
              "evidence": "Proximity + enclosure groups arrows into a continuous cyclical value chain",
              "confidence": 85
            },
            {
              "id": 132,
              "slug": "visual-hierarchy",
              "layer": "Slide",
              "evidence": "Title > banded rows > arrow chevrons creates clear hierarchy",
              "confidence": 75
            },
            {
              "id": 165,
              "slug": "picture-superiority-effect",
              "layer": "Slide",
              "evidence": "Cyclical chevron diagram carries the framework, not bullets",
              "confidence": 70
            },
            {
              "id": 2,
              "slug": "mece-principle",
              "layer": "Block",
              "evidence": "Supply / Demand / Policy split is mutually exclusive and collectively exhaustive",
              "confidence": 80
            },
            {
              "id": 16,
              "slug": "three-pillars",
              "layer": "Block",
              "evidence": "Three explicit pillars: Mature supply, Mature demand, Mature policy",
              "confidence": 85
            },
            {
              "id": 34,
              "slug": "the-rule-of-three",
              "layer": "Block",
              "evidence": "Three-element framework, three colored bands, three pillar paragraphs",
              "confidence": 80
            }
          ],
          "page_number": 4
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "'Given ultimate goal, in-classroom adoption is the key metric' states the takeaway",
              "confidence": 85
            },
            {
              "id": 130,
              "slug": "color-strategy",
              "layer": "Slide",
              "evidence": "Same S/D/P band colors carried over; red highlights the leverage chevrons",
              "confidence": 85
            },
            {
              "id": 132,
              "slug": "visual-hierarchy",
              "layer": "Slide",
              "evidence": "Numbered chevrons (1-8) and 'Adoption' enlarged to mark the key metric",
              "confidence": 75
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Each chevron has a 'Track / Measure ...' caption labelling what to measure",
              "confidence": 80
            },
            {
              "id": 158,
              "slug": "von-restorff-effect",
              "layer": "Slide",
              "evidence": "Adoption chevron enlarged + 'Ecosystem leverage point' label set apart",
              "confidence": 75
            }
          ],
          "page_number": 5
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "'Research indicates OER is showing positive green shoots, but still has ways to go before reaching mainstream'",
              "confidence": 85
            },
            {
              "id": 133,
              "slug": "small-multiples",
              "layer": "Slide",
              "evidence": "Eight numbered rows assessed against the same Birth/Green-shoots/Mainstream scale",
              "confidence": 80
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Each diamond marker has a callout box explaining the maturity placement",
              "confidence": 85
            },
            {
              "id": 130,
              "slug": "color-strategy",
              "layer": "Slide",
              "evidence": "Colored S/D/P sidebar reuses the framework palette",
              "confidence": 75
            },
            {
              "id": 78,
              "slug": "contrast-pairs",
              "layer": "Loop",
              "evidence": "Loop pp6-7 contrasts current state vs mainstream tipping point",
              "confidence": 75
            }
          ],
          "page_number": 6
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title: 'Analogues provide guidance on how to identify tipping point towards mainstream adoption'",
              "confidence": 85
            },
            {
              "id": 121,
              "slug": "metaphor-analogy",
              "layer": "Slide",
              "evidence": "Rogers S-curve used as analog for OER take-off",
              "confidence": 90
            },
            {
              "id": 155,
              "slug": "credibility-transfer",
              "layer": "Slide",
              "evidence": "Footnote cites 'Everett Rogers, Diffusion of Innovations, Figure 1-2'",
              "confidence": 90
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "'Take off', 'Early adopters', 'Later adopters' label the curve regions",
              "confidence": 75
            }
          ],
          "page_number": 7
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title states finding: 'More resources exist for higher ed, K-12 math and science'",
              "confidence": 85
            },
            {
              "id": 159,
              "slug": "contrast-principle",
              "layer": "Slide",
              "evidence": "Two-column layout contrasts K-12 STEM coverage vs higher-ed coverage",
              "confidence": 80
            },
            {
              "id": 80,
              "slug": "data-story-arc",
              "layer": "Loop",
              "evidence": "Loop opens an evidence cascade across pp8-15 building toward barrier conclusion",
              "confidence": 70
            }
          ],
          "page_number": 8
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "'Educators perception of quality cautiously positive' states the finding",
              "confidence": 80
            },
            {
              "id": 154,
              "slug": "concrete-language",
              "layer": "Slide",
              "evidence": "Anchors finding with the 23% data point",
              "confidence": 70
            }
          ],
          "page_number": 9
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title surfaces the pain: 'users find it challenging to discover and use existing content'",
              "confidence": 80
            }
          ],
          "page_number": 10
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title contrasts >50% awareness with usage gap",
              "confidence": 85
            },
            {
              "id": 154,
              "slug": "concrete-language",
              "layer": "Slide",
              "evidence": "Callout: '74% of non-users report lack of awareness or knowledge'",
              "confidence": 80
            }
          ],
          "page_number": 11
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "'In higher education, while awareness among academic officers high, many professors remain unaware'",
              "confidence": 85
            },
            {
              "id": 154,
              "slug": "concrete-language",
              "layer": "Slide",
              "evidence": "Anchored by 88% data point",
              "confidence": 75
            }
          ],
          "page_number": 12
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "'Educator survey indicates supplemental usage moving into mainstream but primary material lagging'",
              "confidence": 85
            },
            {
              "id": 121,
              "slug": "metaphor-analogy",
              "layer": "Slide",
              "evidence": "Maps OER usage onto innovator/early-majority/laggard curve",
              "confidence": 85
            },
            {
              "id": 155,
              "slug": "credibility-transfer",
              "layer": "Slide",
              "evidence": "Borrows authority of the canonical adoption-lifecycle bell curve",
              "confidence": 75
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Two callout boxes locate primary vs supplemental on the curve",
              "confidence": 85
            }
          ],
          "page_number": 13
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "'Existing procurement processes favor traditional materials' states the barrier",
              "confidence": 80
            }
          ],
          "page_number": 14
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "'Lack of clarity around teacher IP complicates ability to create, remix, and share'",
              "confidence": 80
            }
          ],
          "page_number": 15
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title is generic ('Further considerations...') weak action title",
              "confidence": 55
            },
            {
              "id": 124,
              "slug": "closing-techniques",
              "layer": "Slide",
              "evidence": "Closes deck with CTA to track metrics + contact details for BCG education practice",
              "confidence": 75
            }
          ],
          "page_number": 16
        },
        {
          "tools": [
            {
              "id": 154,
              "slug": "concrete-language",
              "layer": "Slide",
              "evidence": "Quantifies methodology: 'nearly 40 interviews and surveyed over 375 teachers and educators'",
              "confidence": 85
            },
            {
              "id": 155,
              "slug": "credibility-transfer",
              "layer": "Slide",
              "evidence": "Sample-size disclosure builds confidence in the survey conclusions",
              "confidence": 80
            }
          ],
          "page_number": 19
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "'Time constraints and lack of awareness impede adoption, while efficacy and quality could be major accelerators'",
              "confidence": 85
            },
            {
              "id": 129,
              "slug": "chart-selection-guide",
              "layer": "Slide",
              "evidence": "Two ranked horizontal bar charts appropriate for comparing categorical drivers",
              "confidence": 85
            },
            {
              "id": 130,
              "slug": "color-strategy",
              "layer": "Slide",
              "evidence": "Top bars greened, low-impact bars greyed to encode salience",
              "confidence": 85
            },
            {
              "id": 158,
              "slug": "von-restorff-effect",
              "layer": "Slide",
              "evidence": "Green highlight on top 2 / top 4 bars makes them pop against grey",
              "confidence": 80
            },
            {
              "id": 159,
              "slug": "contrast-principle",
              "layer": "Slide",
              "evidence": "Side-by-side: barriers (left) vs accelerators (right)",
              "confidence": 75
            }
          ],
          "page_number": 20
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "'Current users adopting broad range of OER resources due to flexibility and attractive cost profile'",
              "confidence": 80
            },
            {
              "id": 129,
              "slug": "chart-selection-guide",
              "layer": "Slide",
              "evidence": "Bar chart visualization of survey responses",
              "confidence": 70
            }
          ],
          "page_number": 21
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "'Educators are satisfied with OER usage and expect to continue using in the future'",
              "confidence": 80
            },
            {
              "id": 129,
              "slug": "chart-selection-guide",
              "layer": "Slide",
              "evidence": "Bar chart of satisfaction / continuation",
              "confidence": 70
            }
          ],
          "page_number": 22
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "'Educators frequently cite need for productized content' states the takeaway",
              "confidence": 75
            }
          ],
          "page_number": 23
        }
      ],
      "slides_seen": 23,
      "deck_summary": "BCG diagnostic study aligns reasonably with the Consultant's Gambit shell - clear engagement context, MECE Supply/Demand/Policy framework, evidence-rich diagnosis, modest closing - but is intentionally a state-of-ecosystem assessment rather than a recommendation deck, so the 'Solution & Approach' beat is structural rather than prescriptive.",
      "secondary_arcs": [
        {
          "id": 12,
          "slug": "onion",
          "beats": [
            {
              "name": "Surface Observation",
              "end_page": 7,
              "evidence": "Visible: green shoots but not mainstream",
              "position": 1,
              "start_page": 6
            },
            {
              "name": "First Layer",
              "end_page": 9,
              "evidence": "Supply: resources exist, quality cautiously positive",
              "position": 2,
              "start_page": 8
            },
            {
              "name": "Deeper Layer",
              "end_page": 13,
              "evidence": "Demand: discovery, awareness, primary-vs-supplemental gaps",
              "position": 3,
              "start_page": 10
            },
            {
              "name": "Core Insight",
              "end_page": 15,
              "evidence": "Policy: procurement bias and IP ambiguity as root barriers",
              "position": 4,
              "start_page": 14
            },
            {
              "name": "Implications",
              "end_page": 16,
              "evidence": "Track core metrics over time to monitor ecosystem",
              "position": 5,
              "start_page": 16
            }
          ],
          "evidence": "Layered diagnostic: surface (green shoots) -> supply -> demand -> policy root -> implications.",
          "confidence": 65
        }
      ],
      "images_inspected": 7,
      "slide_frameworks": [
        {
          "frameworks": [
            {
              "name": "Supply-Demand-Policy Ecosystem Framework",
              "slug": "supply-demand-policy",
              "evidence": "Three labelled bands explicitly named Mature supply / Mature demand / Mature policy",
              "confidence": 70
            }
          ],
          "page_number": 4
        },
        {
          "frameworks": [
            {
              "name": "Maturity Model",
              "slug": "maturity-model",
              "evidence": "Header reads 'Stages of OER maturity' with 3 labelled stages",
              "confidence": 80
            }
          ],
          "page_number": 6
        },
        {
          "frameworks": [
            {
              "name": "Rogers Diffusion of Innovations Curve",
              "slug": "rogers-diffusion-curve",
              "evidence": "Chart titled 'Rogers diffusion curve'; footnote cites Everett Rogers",
              "confidence": 95
            }
          ],
          "page_number": 7
        },
        {
          "frameworks": [
            {
              "name": "Technology Adoption Lifecycle",
              "slug": "technology-adoption-lifecycle",
              "evidence": "Bell curve labelled Innovators 2.5% / Early adopters 13.5% / Early majority 34% / Late majority 34% / Laggards 16%",
              "confidence": 90
            }
          ],
          "page_number": 13
        }
      ]
    },
    "matchedAt": "2026-04-26 15:30:51+00",
    "slidesSeen": 23,
    "deckSummary": "BCG diagnostic study aligns reasonably with the Consultant's Gambit shell - clear engagement context, MECE Supply/Demand/Policy framework, evidence-rich diagnosis, modest closing - but is intentionally a state-of-ecosystem assessment rather than a recommendation deck, so the 'Solution & Approach' beat is structural rather than prescriptive.",
    "imagesInspected": 7,
    "extractionSeconds": 359.54706
  },
  "score": {
    "backend": "claude",
    "scoredAt": "2026-05-02 11:39:48.416+00",
    "subScores": {
      "scqa_arc": 65,
      "action_titles": 82,
      "mece_structure": 78,
      "closing_strength": 48,
      "evidence_quality": 85,
      "clarity_of_thesis": 76,
      "production_quality": 72,
      "visual_storytelling": 70
    },
    "totalScore": 72,
    "coveragePct": 100,
    "explanations": {
      "scqa_arc": "Situation and complication land cleanly (slides 2-6), but the deck stays in diagnose mode through slide 15 and never delivers a sharp Answer - slide 16 offers 'further considerations' rather than a recommendation.",
      "action_titles": "Most slides carry insight-bearing titles, e.g. slide 11's 'While general awareness of OER is >50%, K-12 educators not sure how to fully use in the classroom'; only slides 2, 16, 17, 18 fall back to topic labels.",
      "mece_structure": "The supply/demand/policy framework introduced on slide 4-5 is genuinely MECE and is used to organize slides 8-15, though awareness vs. discovery (slides 10-12) overlap somewhat.",
      "closing_strength": "Slide 16 ('Further considerations') reads as a metrics-tracking handoff rather than a recommendation; there is no explicit call to action, prioritized intervention list, or next-steps roadmap for Hewlett.",
      "evidence_quality": "Strong evidence base: ~40 interviews plus 375 teacher survey, with specific stats (74% non-user barrier, 40% supplemental vs ~10% primary) and named-role quotes backing nearly every claim.",
      "clarity_of_thesis": "The three-pillar thesis (supply, demand, policy drive ecosystem maturity) is stated declaratively on slide 4 and reinforced on slide 5, well within the first 5 slides.",
      "production_quality": "Consistent BCG template, action-title discipline, footnotes on data slides - but six slides are tagged 'overcrowded' and the appendix is loosely sequenced after slides 17-19.",
      "visual_storytelling": "Frameworks (Rogers curve slide 7, tech adoption lifecycle slide 13) and process diagrams (slides 5-6) are well-matched to the message, but slides 9, 11, 12, 13, 21, 22 are flagged overcrowded, eroding clarity."
    },
    "slidesAnalyzed": 23
  },
  "review": {
    "backend": null,
    "verdict": "Solid analytical middle with strong declarative titles, but it opens with framework scaffolding instead of a thesis and never closes with a recommendation — use pp. 8-15 as a teaching example for action titles, not the deck as a Storymakers structural exemplar.",
    "reviewedAt": "2026-04-24 13:59:34+00",
    "slidesSeen": 23,
    "suggestions": [
      "Promote p.6 ('green shoots but ways to go') to slide 2 or 3 as the thesis — lead with the answer, then unpack supply/demand/policy",
      "Replace p.16 with an explicit recommendation slide naming 2-3 leverage points (discovery tooling, procurement reform, IP clarity) tied back to pp. 10, 14, 15 — then use 'further considerations' as a sub-point, not the close",
      "Add three section dividers for Supply / Demand / Policy and re-sequence slides 8-15 under them so the p.4 framework actually structures the body",
      "Pull pp. 20-23 out of the appendix — the 64% flexibility/cost driver (p.21) and productized-content insight (p.23) are recommendation-grade evidence that should appear before the close, not after 'Disclaimer'"
    ],
    "closingScore": 32,
    "openingScore": 55,
    "topStrengths": [
      "Strong declarative action titles through the analytical middle (pp. 8-15), particularly p.10 'However, users find it challenging to discover and use existing content' which signals the complication with a connective adverb",
      "Uses a named analogue (Rogers diffusion curve, p.7) with a specific threshold (15-20%) to frame what 'tipping point' means — good storymaking device",
      "p.4 establishes a clean three-part lens (supply / demand / policy) that sets up the reader's mental model for what follows"
    ],
    "topWeaknesses": [
      "No recommendation or 'so-what' slide — p.16 is the only candidate and it defers to 'track metrics consistently', which is a process ask, not an answer",
      "Substantive evidence (pp. 20-23: adoption drivers, satisfaction, productized-content insight) is buried behind the p.18 Appendix divider instead of supporting the main narrative",
      "The supply/demand/policy pillars from p.4 are never used as dividers or explicit transitions — the reader has to self-assemble which slides belong to which pillar",
      "Opening takes 5 slides of definitions and frameworks before the first insight lands on p.6"
    ],
    "narrativeScore": 58,
    "pillarCritique": "No section dividers at all; the supply/demand/policy triad introduced on p.4 is never enforced as structural pillars — slides 8-15 flow as a topical sequence through supply, discovery, awareness, procurement, and IP rather than as a MECE decomposition.",
    "closingCritique": "No call to action and no explicit recommendation — p.16 'Further considerations as the ecosystem evolves' is a topic label pointing at metric tracking, then the deck tips into disclaimer/appendix. Content-bearing slides 20-23 in the 'appendix' are analytical observations ending on p.23 'Educators frequently cite need for productized content' — an insight, not a close.",
    "openingCritique": "Opens with 'Context of the work' (p.2) and definitional scaffolding (pp. 3-5) rather than leading with the answer; the thesis-adjacent statement doesn't land until p.6 ('positive green shoots, but still has ways to go'). Classic framework-first BCG pattern, not an SCQA hook.",
    "extractionSeconds": 79.56297,
    "narrativeCritique": "Has a Situation-Complication setup (pp. 2-6) and an Analysis middle (pp. 8-15), but the Resolution act is effectively missing — p.16 offers only 'further considerations' on metrics tracking rather than a recommendation, and substantive analytical slides (20-23) sit behind the appendix marker, breaking the arc.",
    "titleQualityScore": 76,
    "titleQualityCritique": "Most titles are genuinely declarative and insight-bearing — e.g. p.11 'While general awareness of OER is >50%, K-12 educators not sure how to fully use in the classroom' and p.13 'supplemental usage moving into mainstream — but primary material lagging'. Weak exceptions are the bookend slides: p.2 'Context of the work', p.16 'Further considerations', p.18 'Appendix'."
  },
  "activistThesis": null,
  "pitchdeck": {
    "metadata": null,
    "profile": null
  },
  "slides": [
    {
      "page": 1,
      "type": "setup",
      "function": "front_matter",
      "imagePath": "https://imgproxy.kitesheet.com/VqdXngmWXylWbKJFAqeymHombe2QY9xvVe3K2gjwnag/rs:fit:1200:1200:0/q:82/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy8xZDRmODQ3MWQwMDkxM2JkL3AwMDEuanBn",
      "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": "balanced",
        "densityScore": 31,
        "componentCount": 6,
        "textChars": 210,
        "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 19:41:50.613+00",
          "seconds": 2.363,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-c3d1e73103c8/1",
        "deck": "/decks/019dd923-5ca1-7489-b634-c3d1e73103c8",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-c3d1e73103c8#slide-1",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-c3d1e73103c8.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.12,
            "w": 0.235,
            "x": 0.68,
            "y": 0.088
          },
          "kind": "image",
          "text": "The William and Flora Hewlett Foundation",
          "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 19:41:50.613+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "4840a29f-496a-417e-8563-df0e4f6c0722",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.09,
            "w": 0.15,
            "x": 0.06,
            "y": 0.09
          },
          "kind": "image",
          "text": "BCG",
          "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 19:41:50.613+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "79314ded-979a-47eb-bece-e3e5e557f0f8",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.44,
            "x": 0.28,
            "y": 0.85
          },
          "kind": "paragraph",
          "text": "THE BOSTON CONSULTING GROUP",
          "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 19:41:50.613+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "086596ef-c5bd-4132-bf64-b34c0775bb5a",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.1,
            "x": 0.07,
            "y": 0.655
          },
          "kind": "paragraph",
          "text": "June 2013",
          "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 19:41:50.613+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "e28eb2ec-c881-4b45-b552-e72b9f25ff37",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.06,
            "w": 0.85,
            "x": 0.07,
            "y": 0.335
          },
          "kind": "title",
          "text": "The Open Education Resources ecosystem",
          "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 19:41:50.613+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "df032228-3bc3-4406-a9d0-01aaacbcc855",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.1,
            "w": 0.85,
            "x": 0.07,
            "y": 0.405
          },
          "kind": "title",
          "text": "An evaluation of the OER movement's current state and its progress toward mainstream adoption",
          "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 19:41:50.613+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "c1f75b6f-c191-4c9b-8d4d-79a1aafbe0b3",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 5,
          "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": "019dd95a-0702-74a3-87de-b006a9019eb5",
          "matchId": "019dd95a-0543-7581-99ae-96d6ab9d65a4",
          "beatType": {
            "name": "Situation & Context",
            "slug": "consultants-gambit-situation-context",
            "status": "active",
            "canonId": "019dd9b8-05ae-741b-992d-65ee83c639b3",
            "version": 1,
            "description": null
          },
          "evidence": "Cover, engagement context p2, define mainstream p3, ecosystem framework pp4-5",
          "position": 1,
          "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": 75
        }
      ],
      "loops": [],
      "thumbSrc": "https://imgproxy.kitesheet.com/jf71jB8sTrpfwXankf5OvgjWuSKHXqR1sxBjTUG3VOI/rs:fit:480:480:0/q:78/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy8xZDRmODQ3MWQwMDkxM2JkL3AwMDEuanBn",
      "imagePathAlt": "https://imgproxy.kitesheet.com/J-lCuCjCuqvVQYBUA-cPlfsTfnl9uf1Yf7j-f03eQnc/rs:fit:1200:1200:0/q:82/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy8xZDRmODQ3MWQwMDkxM2JkL3AwMDEucG5n",
      "thumbSrcAlt": "https://imgproxy.kitesheet.com/hRmeeFpH7Jms56-pVmmXV8D9xooA4LXGs0jVrpc9_MU/rs:fit:480:480:0/q:78/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy8xZDRmODQ3MWQwMDkxM2JkL3AwMDEucG5n"
    },
    {
      "page": 2,
      "type": "setup",
      "function": "establish_context",
      "rawType": "situation_overview",
      "block": null,
      "metadata": {
        "slideType": "situation_overview",
        "slideTypeCanon": {
          "name": "Situation overview",
          "slug": "situation_overview",
          "status": "active",
          "canonId": "019de52d-0cfe-7769-99aa-9a2fe82a4039",
          "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": 61,
        "componentCount": 6,
        "textChars": 1066,
        "nDataPoints": 1,
        "notes": null,
        "elementsJson": [
          "paragraph"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:41:51.608+00",
          "seconds": 3.134,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-c3d1e73103c8/2",
        "deck": "/decks/019dd923-5ca1-7489-b634-c3d1e73103c8",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-c3d1e73103c8#slide-2",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-c3d1e73103c8.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "The Foundation engaged the Boston Consulting Group in late 2012 to evaluate the state of the current ecosystem in the United States and to help understand how to measure the movement's progress towards a sustainable, mainstream end-state",
          "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 12:46:08+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-acb5-76f0-a0b1-ba0f4d8373c5",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.075,
            "w": 0.904,
            "x": 0.048,
            "y": 0.225
          },
          "kind": "paragraph",
          "text": "Since the William and Flora Hewlett Foundation began investing in open education resources in 2002, the field has grown significantly: the past decade has seen an influx of OER and increased awareness and adoption",
          "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 19:41:51.608+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "005dd096-cc8e-4060-8f0f-1eb8fbdd7f70",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.075,
            "w": 0.904,
            "x": 0.048,
            "y": 0.466
          },
          "kind": "paragraph",
          "text": "The Foundation engaged the Boston Consulting Group in late 2012 to evaluate the state of the current ecosystem in the United States and to help understand how to measure the movement's progress towards a sustainable, mainstream end-state",
          "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 19:41:51.608+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "1c47d6f0-51fe-4a86-9c7e-269feb202762",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.075,
            "w": 0.904,
            "x": 0.048,
            "y": 0.603
          },
          "kind": "paragraph",
          "text": "This document contains a summary of BCG's findings, which were based on primary and secondary research, including dozens of interviews of experts and participants in the OER movement and a survey of ~375 K – 12 teachers and educators",
          "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 19:41:51.608+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "409876ba-e465-42a3-8bac-777805042d3c",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.904,
            "x": 0.048,
            "y": 0.362
          },
          "kind": "paragraph",
          "text": "However, more work remains to push the OER movement from the sidelines of mainstream education into the center of the classroom",
          "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 19:41:51.608+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "98f961cb-0e05-4c7c-80d9-c8bb9f854862",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.044,
            "w": 0.343,
            "x": 0.048,
            "y": 0.088
          },
          "kind": "title",
          "text": "Context of the work",
          "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 19:41:51.608+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "89e51581-2238-41be-b07a-3e40c204680b",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "SCQA Framework",
            "slug": "scqa-framework",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-7bcb-763f-bdf6-1dfedf3bd36c",
            "version": 1,
            "bodyDocId": "019df22a-a0b0-719e-937e-2ac31e53d32c",
            "description": "Situation, Complication, Question, Answer - structured problem framing",
            "familyLabel": null,
            "categoryName": "Block",
            "categorySlug": "block"
          },
          "agent": "Architect",
          "layer": "block",
          "agents": [
            "Architect"
          ],
          "matchId": "019dd95a-1474-7621-ae43-41b3405423cd",
          "evidence": "Opens with engagement Situation that triggers the rest of the deck",
          "pageRefs": null,
          "priority": "Core",
          "whenToUse": null,
          "confidence": 70,
          "extraction": {
            "at": "2026-04-29 13:07:32.727482+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 2,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "Chunking",
            "slug": "chunking",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-abab-72ce-b64c-2924cc83cf39",
            "version": 1,
            "bodyDocId": null,
            "description": "Information grouped into chunks is remembered better - structure content in digestible units",
            "familyLabel": null,
            "categoryName": "Loop",
            "categorySlug": "loop"
          },
          "agent": "Architect",
          "layer": "loop",
          "agents": [
            "Architect"
          ],
          "matchId": "019dd95a-1474-7621-ae43-445bac1ebdb4",
          "evidence": "Setup loop chunked into context, definition, framework, metric across pp2-5",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 70,
          "extraction": {
            "at": "2026-04-29 13:07:32.727482+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 2,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "Action Titles",
            "slug": "action-titles",
            "status": "active",
            "bestFor": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
            "canonId": "019dd956-ac70-700b-a608-ba58e78f5dcc",
            "version": 1,
            "bodyDocId": "816dad3c-9983-41c1-a86e-978ebd582841",
            "description": "The McKinsey-bred discipline of writing every slide title as a complete declarative sentence with a verb and an insight, not a topic label. Each title is a sub-claim that ladders up to the deck's governing thought; read in sequence, the titles reconstruct the executive summary.",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Architect",
          "layer": "slide",
          "agents": [
            "Architect"
          ],
          "matchId": "019dd95a-1474-7621-ae43-3b29faee773a",
          "evidence": "Title 'Context of the work' is descriptive label, weak action title",
          "pageRefs": null,
          "priority": "Core",
          "whenToUse": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
          "confidence": 60,
          "extraction": {
            "at": "2026-04-29 13:07:32.727482+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 2,
          "whyItWorks": "Solves two failure modes at once. (1) The buried claim: action titles place the conclusion on the page before any analysis is read, so a busy reader doesn't reverse-engineer it from the chart. (2) The spineless deck: because each title is a claim, slides have to ladder up to the governing thought; logical gaps become visible as topic-shaped titles in a sequence that no longer reads as a story.",
          "antipattern": "Topic labels disguised as titles — Volume by quarter, Key findings, Pricing strategy, Margins have been impacted. No verb, or a passive verb with no agent, or a fact (Revenue grew 12%) without the so-what. Also: titles that overreach the chart's evidence, multi-claim X-grew-but-Y-fell welded titles, and mechanical repetition of the same X-drove-Y template across the deck.",
          "cardinality": null,
          "narrativePurpose": "Forces the deck to carry its argument in the title bar so a senior reader can extract the recommendation without opening a single slide; converts a binder of topics into a navigable pyramid where every slide is a node defending the apex."
        },
        {
          "tool": {
            "name": "Concrete Language",
            "slug": "concrete-language",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-bcd4-7398-9723-6aa72346170b",
            "version": 1,
            "bodyDocId": null,
            "description": "Using specific sensory details instead of abstract terms",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Storyteller",
          "layer": "slide",
          "agents": [
            "Storyteller"
          ],
          "matchId": "019dd95a-1474-7621-ae43-3e451d02ebd0",
          "evidence": "Names 'Foundation', 'Boston Consulting Group', 'late 2012', 'United States'",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 80,
          "extraction": {
            "at": "2026-04-29 13:07:32.727482+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 2,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 5,
          "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": "019dd95a-0702-74a3-87de-b006a9019eb5",
          "matchId": "019dd95a-0543-7581-99ae-96d6ab9d65a4",
          "beatType": {
            "name": "Situation & Context",
            "slug": "consultants-gambit-situation-context",
            "status": "active",
            "canonId": "019dd9b8-05ae-741b-992d-65ee83c639b3",
            "version": 1,
            "description": null
          },
          "evidence": "Cover, engagement context p2, define mainstream p3, ecosystem framework pp4-5",
          "position": 1,
          "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": 75
        }
      ],
      "loops": [
        {
          "to": 5,
          "from": 2,
          "loop": {
            "name": "40_mece_breakdown",
            "slug": "40-mece-breakdown",
            "status": "active",
            "bestFor": "Problem structuring, ensuring completeness, strategic analysis",
            "canonId": "019dd956-763c-765e-8b68-6ee3ae1ef184",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Whole -> Category A (distinct) -> Category B (distinct) -> Category C (distinct) -> Complete Coverage",
            "description": "Divide a complex topic into mutually exclusive, collectively exhaustive categories",
            "familyLabel": null
          },
          "matchId": "019dd95a-088b-72c8-b7e6-37515390d2a7",
          "evidence": "pp4-5 explicitly partition the ecosystem into 3 mutually exclusive dimensions covering the whole problem",
          "position": 1,
          "objective": "Establish scope and the Supply/Demand/Policy diagnostic framework",
          "confidence": 80,
          "extraction": {
            "at": "2026-04-29 13:07:29.689431+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          }
        }
      ],
      "locked": true
    },
    {
      "page": 3,
      "type": "setup",
      "title": "The slide uses a matrix-like structure to define levels of adoption/disruption.",
      "function": "present_framework",
      "rawType": "diagnosis",
      "block": null,
      "metadata": {
        "slideType": "diagnosis",
        "slideTypeCanon": {
          "name": "Diagnosis",
          "slug": "diagnosis",
          "status": "active",
          "canonId": "019de52d-0cd7-7212-898f-0464041ff8d8",
          "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": 24,
        "componentCount": 4,
        "textChars": 358,
        "nDataPoints": 0,
        "notes": "The slide uses a matrix-like structure to define levels of adoption/disruption.",
        "elementsJson": [
          "headline_text",
          "subtitle_text",
          "comparison_table",
          "callout_box"
        ],
        "confidence": 0.95,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:41:53.86+00",
          "seconds": 5.19,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-c3d1e73103c8/3",
        "deck": "/decks/019dd923-5ca1-7489-b634-c3d1e73103c8",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-c3d1e73103c8#slide-3",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-c3d1e73103c8.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.08,
            "w": 0.65,
            "x": 0.18,
            "y": 0.85
          },
          "kind": "callout",
          "text": "Important to note that \"wins\" towards other visions of success should still be seen as progress",
          "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 19:41:53.86+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "59de7902-76cf-4fec-bb37-a3d56087764a",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.8,
            "x": 0.05,
            "y": 0.1
          },
          "kind": "subtitle",
          "text": "Research and proposed metrics address this definition of mainstream OER usage",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Subtitle",
              "slug": "subtitle",
              "status": "active",
              "canonId": "82d821ee-2793-42e7-8f16-c6131385a3ce",
              "version": 1,
              "description": "Header-zone supporting text near the title (= ex body.description with bbox)."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:41:53.86+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "97f59b29-465f-4adc-a22f-cdaab7f49de4",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.6,
            "w": 0.9,
            "x": 0.05,
            "y": 0.2
          },
          "kind": "table",
          "text": "Matrix comparing OER usage levels: Enriches existing, Primary material, Flip classroom. Rows: Role of OER, Role of teacher, Level of disruption.",
          "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 19:41:53.86+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "c791deb5-f2d4-4580-b28f-a3678807ad53",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.6,
            "x": 0.05,
            "y": 0.05
          },
          "kind": "title",
          "text": "\"Mainstream\" defined as in-classroom usage",
          "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 19:41:53.86+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "a9e84a70-eb42-4dd4-9ddd-17b6923e9839",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "Action Titles",
            "slug": "action-titles",
            "status": "active",
            "bestFor": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
            "canonId": "019dd956-ac70-700b-a608-ba58e78f5dcc",
            "version": 1,
            "bodyDocId": "816dad3c-9983-41c1-a86e-978ebd582841",
            "description": "The McKinsey-bred discipline of writing every slide title as a complete declarative sentence with a verb and an insight, not a topic label. Each title is a sub-claim that ladders up to the deck's governing thought; read in sequence, the titles reconstruct the executive summary.",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Architect",
          "layer": "slide",
          "agents": [
            "Architect"
          ],
          "matchId": "019dd95a-1474-7621-ae43-4b5f8d696d68",
          "evidence": "Title states the definition: 'Mainstream defined as in-classroom usage'",
          "pageRefs": null,
          "priority": "Core",
          "whenToUse": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
          "confidence": 80,
          "extraction": {
            "at": "2026-04-29 13:07:32.727482+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 3,
          "whyItWorks": "Solves two failure modes at once. (1) The buried claim: action titles place the conclusion on the page before any analysis is read, so a busy reader doesn't reverse-engineer it from the chart. (2) The spineless deck: because each title is a claim, slides have to ladder up to the governing thought; logical gaps become visible as topic-shaped titles in a sequence that no longer reads as a story.",
          "antipattern": "Topic labels disguised as titles — Volume by quarter, Key findings, Pricing strategy, Margins have been impacted. No verb, or a passive verb with no agent, or a fact (Revenue grew 12%) without the so-what. Also: titles that overreach the chart's evidence, multi-claim X-grew-but-Y-fell welded titles, and mechanical repetition of the same X-drove-Y template across the deck.",
          "cardinality": null,
          "narrativePurpose": "Forces the deck to carry its argument in the title bar so a senior reader can extract the recommendation without opening a single slide; converts a binder of topics into a navigable pyramid where every slide is a node defending the apex."
        },
        {
          "tool": {
            "name": "Concrete Language",
            "slug": "concrete-language",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-bcd4-7398-9723-6aa72346170b",
            "version": 1,
            "bodyDocId": null,
            "description": "Using specific sensory details instead of abstract terms",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Storyteller",
          "layer": "slide",
          "agents": [
            "Storyteller"
          ],
          "matchId": "019dd95a-1474-7621-ae43-4f38d305c211",
          "evidence": "Defines 'mainstream' concretely as in-classroom usage",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 75,
          "extraction": {
            "at": "2026-04-29 13:07:32.727482+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 3,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "frameworks": [
        {
          "matchId": "cc1169f0-bd59-40c5-92c4-e1fa73101e6f",
          "evidence": "The slide defines a progression of usage levels (Low, Medium, High) across different dimensions.",
          "framework": null,
          "confidence": 0.85,
          "extraction": {
            "at": "2026-05-02 19:41:53.86+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 3,
          "frameworkName": "Maturity Model"
        }
      ],
      "arcBeats": [
        {
          "to": 5,
          "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": "019dd95a-0702-74a3-87de-b006a9019eb5",
          "matchId": "019dd95a-0543-7581-99ae-96d6ab9d65a4",
          "beatType": {
            "name": "Situation & Context",
            "slug": "consultants-gambit-situation-context",
            "status": "active",
            "canonId": "019dd9b8-05ae-741b-992d-65ee83c639b3",
            "version": 1,
            "description": null
          },
          "evidence": "Cover, engagement context p2, define mainstream p3, ecosystem framework pp4-5",
          "position": 1,
          "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": 75
        }
      ],
      "loops": [
        {
          "to": 5,
          "from": 2,
          "loop": {
            "name": "40_mece_breakdown",
            "slug": "40-mece-breakdown",
            "status": "active",
            "bestFor": "Problem structuring, ensuring completeness, strategic analysis",
            "canonId": "019dd956-763c-765e-8b68-6ee3ae1ef184",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Whole -> Category A (distinct) -> Category B (distinct) -> Category C (distinct) -> Complete Coverage",
            "description": "Divide a complex topic into mutually exclusive, collectively exhaustive categories",
            "familyLabel": null
          },
          "matchId": "019dd95a-088b-72c8-b7e6-37515390d2a7",
          "evidence": "pp4-5 explicitly partition the ecosystem into 3 mutually exclusive dimensions covering the whole problem",
          "position": 1,
          "objective": "Establish scope and the Supply/Demand/Policy diagnostic framework",
          "confidence": 80,
          "extraction": {
            "at": "2026-04-29 13:07:29.689431+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          }
        }
      ],
      "locked": true
    },
    {
      "page": 4,
      "type": "analysis",
      "title": "The slide uses a circular process diagram to show how supply, demand, and policy interact.",
      "function": "diagnose",
      "rawType": "diagnosis",
      "block": null,
      "metadata": {
        "slideType": "diagnosis",
        "slideTypeCanon": {
          "name": "Diagnosis",
          "slug": "diagnosis",
          "status": "active",
          "canonId": "019de52d-0cd7-7212-898f-0464041ff8d8",
          "version": 1,
          "description": null
        },
        "function": "diagnose",
        "functionCanon": {
          "name": "Diagnose",
          "slug": "diagnose",
          "status": "active",
          "canonId": "019de52d-1657-7223-acc5-7437d878c850",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 61,
        "componentCount": 7,
        "textChars": 770,
        "nDataPoints": 0,
        "notes": "The slide uses a circular process diagram to show how supply, demand, and policy interact.",
        "elementsJson": [
          "headline_text",
          "process_diagram",
          "paragraph",
          "callout_box"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:41:51.985+00",
          "seconds": 3.291,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-c3d1e73103c8/4",
        "deck": "/decks/019dd923-5ca1-7489-b634-c3d1e73103c8",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-c3d1e73103c8#slide-4",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-c3d1e73103c8.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.08,
            "w": 0.6,
            "x": 0.2,
            "y": 0.85
          },
          "kind": "callout",
          "text": "BCG evaluated supply, demand and policy to understand ecosystem's current state and barriers toward progress",
          "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 19:41:51.985+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "d5205207-2709-4afa-8897-7835d35d4f43",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "callout",
          "text": "BCG evaluated supply, demand and policy to understand ecosystem’s current state and barriers toward progress",
          "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 12:46:08+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-acb5-76f0-a0b1-9209ec55aed7",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.6,
            "w": 0.55,
            "x": 0.4,
            "y": 0.2
          },
          "kind": "diagram",
          "text": "Circular process flow showing content creation, mapping, aggregation, sale, adoption, remixing, and review.",
          "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 19:41:51.985+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "e64cb22a-b6a5-46d3-a2dd-a9b132c2b915",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.35,
            "x": 0.05,
            "y": 0.45
          },
          "kind": "list",
          "text": "Mature demand: Positive awareness of OER drives usage, remixing and ultimately improved supply",
          "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 19:41:51.985+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "9fcc2e94-f82a-42ef-83b1-877dad714f12",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.35,
            "x": 0.05,
            "y": 0.2
          },
          "kind": "list",
          "text": "Mature supply: Range of effective, high-quality materials are mapped against a common taxonomy and packaged for easy adoption and use",
          "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 19:41:51.985+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "e8b25dee-3f34-4b41-9478-c4fe478630c8",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.35,
            "x": 0.05,
            "y": 0.7
          },
          "kind": "list",
          "text": "Mature policy: Friendly procurement policies and clarity on educator IP ownership enable adoption and contribution",
          "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 19:41:51.985+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "f1a6d831-e9dd-4e47-856c-66ee1f74686a",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.1,
            "w": 0.9,
            "x": 0.05,
            "y": 0.05
          },
          "kind": "title",
          "text": "High quality supply, strong educator demand and supportive policies will drive a healthy, mature ecosystem",
          "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 19:41:51.985+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "b7744401-9f47-4c39-b83b-50c33a45a738",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "MECE Principle",
            "slug": "mece-principle",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-7c60-71a8-8758-c79d914489c9",
            "version": 1,
            "bodyDocId": null,
            "description": "Mutually Exclusive, Collectively Exhaustive - ensuring complete, non-overlapping structure",
            "familyLabel": null,
            "categoryName": "Block",
            "categorySlug": "block"
          },
          "agent": "Architect",
          "layer": "block",
          "agents": [
            "Architect"
          ],
          "matchId": "019dd95a-1474-7621-ae43-662e15744ca8",
          "evidence": "Supply / Demand / Policy split is mutually exclusive and collectively exhaustive",
          "pageRefs": null,
          "priority": "Core",
          "whenToUse": null,
          "confidence": 80,
          "extraction": {
            "at": "2026-04-29 13:07:32.727482+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 4,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "The Rule of Three",
            "slug": "the-rule-of-three",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-8962-75cf-b4f8-9394501a6f33",
            "version": 1,
            "bodyDocId": null,
            "description": "Ideas presented in threes are more memorable and satisfying",
            "familyLabel": null,
            "categoryName": "Block",
            "categorySlug": "block"
          },
          "agent": "Storyteller",
          "layer": "block",
          "agents": [
            "Storyteller"
          ],
          "matchId": "019dd95a-1474-7621-ae43-6cea94aaea0c",
          "evidence": "Three-element framework, three colored bands, three pillar paragraphs",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 80,
          "extraction": {
            "at": "2026-04-29 13:07:32.727482+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 4,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "Three Pillars",
            "slug": "three-pillars",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-81ef-7455-a365-b234d95a6bbb",
            "version": 1,
            "bodyDocId": null,
            "description": "Three major supporting arguments that are MECE and address key concerns",
            "familyLabel": null,
            "categoryName": "Block",
            "categorySlug": "block"
          },
          "agent": "Architect",
          "layer": "block",
          "agents": [
            "Architect"
          ],
          "matchId": "019dd95a-1474-7621-ae43-6bd181a8d802",
          "evidence": "Three explicit pillars: Mature supply, Mature demand, Mature policy",
          "pageRefs": null,
          "priority": "Core",
          "whenToUse": null,
          "confidence": 85,
          "extraction": {
            "at": "2026-04-29 13:07:32.727482+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 4,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "Action Titles",
            "slug": "action-titles",
            "status": "active",
            "bestFor": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
            "canonId": "019dd956-ac70-700b-a608-ba58e78f5dcc",
            "version": 1,
            "bodyDocId": "816dad3c-9983-41c1-a86e-978ebd582841",
            "description": "The McKinsey-bred discipline of writing every slide title as a complete declarative sentence with a verb and an insight, not a topic label. Each title is a sub-claim that ladders up to the deck's governing thought; read in sequence, the titles reconstruct the executive summary.",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Architect",
          "layer": "slide",
          "agents": [
            "Architect"
          ],
          "matchId": "019dd95a-1474-7621-ae43-53bd8d9591da",
          "evidence": "Title states the insight: 'High quality supply, strong educator demand and supportive policies will drive a healthy, mature ecosystem'",
          "pageRefs": null,
          "priority": "Core",
          "whenToUse": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
          "confidence": 90,
          "extraction": {
            "at": "2026-04-29 13:07:32.727482+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 4,
          "whyItWorks": "Solves two failure modes at once. (1) The buried claim: action titles place the conclusion on the page before any analysis is read, so a busy reader doesn't reverse-engineer it from the chart. (2) The spineless deck: because each title is a claim, slides have to ladder up to the governing thought; logical gaps become visible as topic-shaped titles in a sequence that no longer reads as a story.",
          "antipattern": "Topic labels disguised as titles — Volume by quarter, Key findings, Pricing strategy, Margins have been impacted. No verb, or a passive verb with no agent, or a fact (Revenue grew 12%) without the so-what. Also: titles that overreach the chart's evidence, multi-claim X-grew-but-Y-fell welded titles, and mechanical repetition of the same X-drove-Y template across the deck.",
          "cardinality": null,
          "narrativePurpose": "Forces the deck to carry its argument in the title bar so a senior reader can extract the recommendation without opening a single slide; converts a binder of topics into a navigable pyramid where every slide is a node defending the apex."
        },
        {
          "tool": {
            "name": "Color Strategy",
            "slug": "color-strategy",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-b202-77cf-8a6e-f445b08c0fd3",
            "version": 1,
            "bodyDocId": null,
            "description": "Using color for emphasis, categories, sentiment, and hierarchy",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Designer",
          "layer": "slide",
          "agents": [
            "Designer"
          ],
          "matchId": "019dd95a-1474-7621-ae43-55d4ceb42a90",
          "evidence": "Three color bands (red supply, blue demand, green policy) encode the three categories",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 90,
          "extraction": {
            "at": "2026-04-29 13:07:32.727482+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 4,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "Gestalt Principles",
            "slug": "gestalt-principles",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-b266-7631-9b7e-44d83bd5d4f3",
            "version": 1,
            "bodyDocId": null,
            "description": "Proximity, Similarity, Enclosure, Continuity, Closure, Connection - how humans perceive visual groups",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Designer",
          "layer": "slide",
          "agents": [
            "Designer",
            "Architect"
          ],
          "matchId": "019dd95a-1474-7621-ae43-59bffa539d90",
          "evidence": "Proximity + enclosure groups arrows into a continuous cyclical value chain",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 85,
          "extraction": {
            "at": "2026-04-29 13:07:32.727482+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 4,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "Picture Superiority Effect",
            "slug": "picture-superiority-effect",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-c201-7014-bb58-3e85e3e11dfd",
            "version": 1,
            "bodyDocId": null,
            "description": "Pictures remembered 6x better than words - prioritize visuals over text",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Designer",
          "layer": "slide",
          "agents": [
            "Designer"
          ],
          "matchId": "019dd95a-1474-7621-ae43-63241ad9f7ca",
          "evidence": "Cyclical chevron diagram carries the framework, not bullets",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 70,
          "extraction": {
            "at": "2026-04-29 13:07:32.727482+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 4,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "Visual Hierarchy",
            "slug": "visual-hierarchy",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-b2ca-706b-937f-e52441086fd7",
            "version": 1,
            "bodyDocId": null,
            "description": "Order of perception through Size > Color > Position > Weight > Space",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Designer",
          "layer": "slide",
          "agents": [
            "Designer"
          ],
          "matchId": "019dd95a-1474-7621-ae43-5f5757051c26",
          "evidence": "Title > banded rows > arrow chevrons creates clear hierarchy",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 75,
          "extraction": {
            "at": "2026-04-29 13:07:32.727482+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 4,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "frameworks": [
        {
          "matchId": "a2d2c91e-6c00-485e-b020-7a8c6318bbb7",
          "evidence": "Circular process diagram representing the ecosystem dynamics",
          "framework": null,
          "confidence": 0.8,
          "extraction": {
            "at": "2026-05-02 19:41:51.985+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 4,
          "frameworkName": "flywheel"
        },
        {
          "matchId": "019dd95a-1ca6-71be-9e59-349bcaef927d",
          "evidence": "Three labelled bands explicitly named Mature supply / Mature demand / Mature policy",
          "framework": null,
          "confidence": 70,
          "extraction": {
            "at": "2026-04-29 13:07:34.826634+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 4,
          "frameworkName": "Supply-Demand-Policy Ecosystem Framework"
        }
      ],
      "arcBeats": [
        {
          "to": 5,
          "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": "019dd95a-0702-74a3-87de-b006a9019eb5",
          "matchId": "019dd95a-0543-7581-99ae-96d6ab9d65a4",
          "beatType": {
            "name": "Situation & Context",
            "slug": "consultants-gambit-situation-context",
            "status": "active",
            "canonId": "019dd9b8-05ae-741b-992d-65ee83c639b3",
            "version": 1,
            "description": null
          },
          "evidence": "Cover, engagement context p2, define mainstream p3, ecosystem framework pp4-5",
          "position": 1,
          "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": 75
        }
      ],
      "loops": [
        {
          "to": 5,
          "from": 2,
          "loop": {
            "name": "40_mece_breakdown",
            "slug": "40-mece-breakdown",
            "status": "active",
            "bestFor": "Problem structuring, ensuring completeness, strategic analysis",
            "canonId": "019dd956-763c-765e-8b68-6ee3ae1ef184",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Whole -> Category A (distinct) -> Category B (distinct) -> Category C (distinct) -> Complete Coverage",
            "description": "Divide a complex topic into mutually exclusive, collectively exhaustive categories",
            "familyLabel": null
          },
          "matchId": "019dd95a-088b-72c8-b7e6-37515390d2a7",
          "evidence": "pp4-5 explicitly partition the ecosystem into 3 mutually exclusive dimensions covering the whole problem",
          "position": 1,
          "objective": "Establish scope and the Supply/Demand/Policy diagnostic framework",
          "confidence": 80,
          "extraction": {
            "at": "2026-04-29 13:07:29.689431+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          }
        }
      ],
      "locked": true
    },
    {
      "page": 5,
      "type": "analysis",
      "title": "The slide uses a process-flow diagram to categorize OER ecosystem components into Supply, Demand, and Policy, with numbered steps.",
      "function": "present_framework",
      "rawType": "kpi_dashboard",
      "block": null,
      "metadata": {
        "slideType": "kpi_dashboard",
        "slideTypeCanon": {
          "name": "KPI dashboard",
          "slug": "kpi_dashboard",
          "status": "active",
          "canonId": "019de52d-0be5-7295-af4d-b850fe7b7e65",
          "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": 19,
        "componentCount": 4,
        "textChars": 267,
        "nDataPoints": 0,
        "notes": "The slide uses a process-flow diagram to categorize OER ecosystem components into Supply, Demand, and Policy, with numbered steps.",
        "elementsJson": [
          "headline_text",
          "process_diagram",
          "callout_box"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:41:54.122+00",
          "seconds": 5.399,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-c3d1e73103c8/5",
        "deck": "/decks/019dd923-5ca1-7489-b634-c3d1e73103c8",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-c3d1e73103c8#slide-5",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-c3d1e73103c8.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.08,
            "w": 0.62,
            "x": 0.19,
            "y": 0.84
          },
          "kind": "callout",
          "text": "As progress is made on removing barriers at key leverage points, reasonable to expect that adoption will increase",
          "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 19:41:54.122+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "7c716393-0b2e-4386-80ee-e3f4b0ce2fb4",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.6,
            "w": 0.9,
            "x": 0.05,
            "y": 0.2
          },
          "kind": "framework",
          "text": "Supply, Demand, Policy ecosystem map",
          "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 19:41:54.122+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "748663ec-c720-4d19-8be0-04aebd5416bb",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.92,
            "x": 0.04,
            "y": 0.05
          },
          "kind": "title",
          "text": "Given ultimate goal, in-classroom adoption is the key metric",
          "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 19:41:54.122+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "a447a55e-3c2d-4136-87ab-293011ec832d",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.5,
            "x": 0.04,
            "y": 0.1
          },
          "kind": "title",
          "text": "Tracking adoption enablers will provide additional insight",
          "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 19:41:54.122+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "bccb8b68-28b8-4d19-9b70-99f1c01cdb84",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "Action Titles",
            "slug": "action-titles",
            "status": "active",
            "bestFor": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
            "canonId": "019dd956-ac70-700b-a608-ba58e78f5dcc",
            "version": 1,
            "bodyDocId": "816dad3c-9983-41c1-a86e-978ebd582841",
            "description": "The McKinsey-bred discipline of writing every slide title as a complete declarative sentence with a verb and an insight, not a topic label. Each title is a sub-claim that ladders up to the deck's governing thought; read in sequence, the titles reconstruct the executive summary.",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Architect",
          "layer": "slide",
          "agents": [
            "Architect"
          ],
          "matchId": "019dd95a-1474-7621-ae43-72d6527c5363",
          "evidence": "'Given ultimate goal, in-classroom adoption is the key metric' states the takeaway",
          "pageRefs": null,
          "priority": "Core",
          "whenToUse": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
          "confidence": 85,
          "extraction": {
            "at": "2026-04-29 13:07:32.727482+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 5,
          "whyItWorks": "Solves two failure modes at once. (1) The buried claim: action titles place the conclusion on the page before any analysis is read, so a busy reader doesn't reverse-engineer it from the chart. (2) The spineless deck: because each title is a claim, slides have to ladder up to the governing thought; logical gaps become visible as topic-shaped titles in a sequence that no longer reads as a story.",
          "antipattern": "Topic labels disguised as titles — Volume by quarter, Key findings, Pricing strategy, Margins have been impacted. No verb, or a passive verb with no agent, or a fact (Revenue grew 12%) without the so-what. Also: titles that overreach the chart's evidence, multi-claim X-grew-but-Y-fell welded titles, and mechanical repetition of the same X-drove-Y template across the deck.",
          "cardinality": null,
          "narrativePurpose": "Forces the deck to carry its argument in the title bar so a senior reader can extract the recommendation without opening a single slide; converts a binder of topics into a navigable pyramid where every slide is a node defending the apex."
        },
        {
          "tool": {
            "name": "Annotation",
            "slug": "annotation",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-b5b9-7668-bf0e-3af99823ec5c",
            "version": 1,
            "bodyDocId": null,
            "description": "Adding explanatory labels to highlight key data points",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Designer",
          "layer": "slide",
          "agents": [
            "Designer"
          ],
          "matchId": "019dd95a-1474-7621-ae43-7ef3a0fbe564",
          "evidence": "Each chevron has a 'Track / Measure ...' caption labelling what to measure",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 80,
          "extraction": {
            "at": "2026-04-29 13:07:32.727482+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 5,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "Color Strategy",
            "slug": "color-strategy",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-b202-77cf-8a6e-f445b08c0fd3",
            "version": 1,
            "bodyDocId": null,
            "description": "Using color for emphasis, categories, sentiment, and hierarchy",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Designer",
          "layer": "slide",
          "agents": [
            "Designer"
          ],
          "matchId": "019dd95a-1474-7621-ae43-7679398f14e4",
          "evidence": "Same S/D/P band colors carried over; red highlights the leverage chevrons",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 85,
          "extraction": {
            "at": "2026-04-29 13:07:32.727482+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 5,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "Visual Hierarchy",
            "slug": "visual-hierarchy",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-b2ca-706b-937f-e52441086fd7",
            "version": 1,
            "bodyDocId": null,
            "description": "Order of perception through Size > Color > Position > Weight > Space",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Designer",
          "layer": "slide",
          "agents": [
            "Designer"
          ],
          "matchId": "019dd95a-1474-7621-ae43-784e837a3685",
          "evidence": "Numbered chevrons (1-8) and 'Adoption' enlarged to mark the key metric",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 75,
          "extraction": {
            "at": "2026-04-29 13:07:32.727482+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 5,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "Von Restorff Effect",
            "slug": "von-restorff-effect",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-beab-73d8-9f62-30d0332e926e",
            "version": 1,
            "bodyDocId": null,
            "description": "Items that stand out are noticed and remembered - make key points visually distinct",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Designer",
          "layer": "slide",
          "agents": [
            "Designer"
          ],
          "matchId": "019dd95a-1474-7621-ae43-827cf9498b93",
          "evidence": "Adoption chevron enlarged + 'Ecosystem leverage point' label set apart",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 75,
          "extraction": {
            "at": "2026-04-29 13:07:32.727482+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 5,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "frameworks": [
        {
          "matchId": "b9b5bbad-d6a5-4e99-8867-d7e85b250f77",
          "evidence": "The slide maps the flow of OER from creation (supply) to adoption (demand) and policy support.",
          "framework": null,
          "confidence": 0.8,
          "extraction": {
            "at": "2026-05-02 19:41:54.122+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 5,
          "frameworkName": "value-chain"
        }
      ],
      "arcBeats": [
        {
          "to": 5,
          "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": "019dd95a-0702-74a3-87de-b006a9019eb5",
          "matchId": "019dd95a-0543-7581-99ae-96d6ab9d65a4",
          "beatType": {
            "name": "Situation & Context",
            "slug": "consultants-gambit-situation-context",
            "status": "active",
            "canonId": "019dd9b8-05ae-741b-992d-65ee83c639b3",
            "version": 1,
            "description": null
          },
          "evidence": "Cover, engagement context p2, define mainstream p3, ecosystem framework pp4-5",
          "position": 1,
          "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": 75
        }
      ],
      "loops": [
        {
          "to": 5,
          "from": 2,
          "loop": {
            "name": "40_mece_breakdown",
            "slug": "40-mece-breakdown",
            "status": "active",
            "bestFor": "Problem structuring, ensuring completeness, strategic analysis",
            "canonId": "019dd956-763c-765e-8b68-6ee3ae1ef184",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Whole -> Category A (distinct) -> Category B (distinct) -> Category C (distinct) -> Complete Coverage",
            "description": "Divide a complex topic into mutually exclusive, collectively exhaustive categories",
            "familyLabel": null
          },
          "matchId": "019dd95a-088b-72c8-b7e6-37515390d2a7",
          "evidence": "pp4-5 explicitly partition the ecosystem into 3 mutually exclusive dimensions covering the whole problem",
          "position": 1,
          "objective": "Establish scope and the Supply/Demand/Policy diagnostic framework",
          "confidence": 80,
          "extraction": {
            "at": "2026-04-29 13:07:29.689431+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          }
        }
      ],
      "locked": true
    },
    {
      "page": 6,
      "type": "analysis",
      "title": "The slide uses a custom maturity framework mapping 8 specific criteria across three stages: Birth, Green Shoots, and Mainstream.",
      "function": "diagnose",
      "rawType": "maturity_model",
      "block": null,
      "metadata": {
        "slideType": "maturity_model",
        "slideTypeCanon": null,
        "function": "diagnose",
        "functionCanon": {
          "name": "Diagnose",
          "slug": "diagnose",
          "status": "active",
          "canonId": "019de52d-1657-7223-acc5-7437d878c850",
          "version": 1,
          "description": null
        },
        "density": "balanced",
        "densityScore": 29,
        "componentCount": 4,
        "textChars": 353,
        "nDataPoints": 6,
        "notes": "The slide uses a custom maturity framework mapping 8 specific criteria across three stages: Birth, Green Shoots, and Mainstream.",
        "elementsJson": [
          "headline_text",
          "process_diagram",
          "footnote"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:41:54.284+00",
          "seconds": 5.557,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-c3d1e73103c8/6",
        "deck": "/decks/019dd923-5ca1-7489-b634-c3d1e73103c8",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-c3d1e73103c8#slide-6",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-c3d1e73103c8.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.03,
            "w": 0.7,
            "x": 0.05,
            "y": 0.95
          },
          "kind": "disclaimer",
          "text": "Source: Babson 2011 survey, Compete, Hardin survey, Digital Learning Now!, State Education Policy Center, BCG survey, BCG interviews, BCG analysis",
          "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 19:41:54.284+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "b02e6591-6d99-40a7-9ac4-e275ec2559dc",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.7,
            "x": 0.25,
            "y": 0.15
          },
          "kind": "framework",
          "text": "Stages of OER maturity",
          "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 19:41:54.284+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "cf393b86-7493-44c4-bfc3-43a08d57a9da",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.7,
            "w": 0.9,
            "x": 0.05,
            "y": 0.2
          },
          "kind": "table",
          "text": "Matrix of 8 criteria (Supply, Demand, Policy) mapped against maturity stages.",
          "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 19:41:54.284+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "d9b04aa4-3c8b-4524-bf3b-a1abed31fc94",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.1,
            "w": 0.9,
            "x": 0.05,
            "y": 0.05
          },
          "kind": "title",
          "text": "Research indicates OER is showing positive green shoots, but still has ways to go before reaching mainstream",
          "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 19:41:54.284+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "f8cb73b6-b899-46fe-9e33-2bc8880402ef",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "Contrast Pairs",
            "slug": "contrast-pairs",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-9b77-70d3-88b1-f34e26f60860",
            "version": 1,
            "bodyDocId": null,
            "description": "Creating tension through opposites: Before↔After, Problem↔Solution, Pain↔Relief",
            "familyLabel": null,
            "categoryName": "Loop",
            "categorySlug": "loop"
          },
          "agent": "Storyteller",
          "layer": "loop",
          "agents": [
            "Storyteller"
          ],
          "matchId": "019dd95a-1474-7621-ae43-9444b07e9505",
          "evidence": "Loop pp6-7 contrasts current state vs mainstream tipping point",
          "pageRefs": null,
          "priority": "Core",
          "whenToUse": null,
          "confidence": 75,
          "extraction": {
            "at": "2026-04-29 13:07:32.727482+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 6,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "Action Titles",
            "slug": "action-titles",
            "status": "active",
            "bestFor": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
            "canonId": "019dd956-ac70-700b-a608-ba58e78f5dcc",
            "version": 1,
            "bodyDocId": "816dad3c-9983-41c1-a86e-978ebd582841",
            "description": "The McKinsey-bred discipline of writing every slide title as a complete declarative sentence with a verb and an insight, not a topic label. Each title is a sub-claim that ladders up to the deck's governing thought; read in sequence, the titles reconstruct the executive summary.",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Architect",
          "layer": "slide",
          "agents": [
            "Architect"
          ],
          "matchId": "019dd95a-1474-7621-ae43-8719925313f0",
          "evidence": "'Research indicates OER is showing positive green shoots, but still has ways to go before reaching mainstream'",
          "pageRefs": null,
          "priority": "Core",
          "whenToUse": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
          "confidence": 85,
          "extraction": {
            "at": "2026-04-29 13:07:32.727482+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 6,
          "whyItWorks": "Solves two failure modes at once. (1) The buried claim: action titles place the conclusion on the page before any analysis is read, so a busy reader doesn't reverse-engineer it from the chart. (2) The spineless deck: because each title is a claim, slides have to ladder up to the governing thought; logical gaps become visible as topic-shaped titles in a sequence that no longer reads as a story.",
          "antipattern": "Topic labels disguised as titles — Volume by quarter, Key findings, Pricing strategy, Margins have been impacted. No verb, or a passive verb with no agent, or a fact (Revenue grew 12%) without the so-what. Also: titles that overreach the chart's evidence, multi-claim X-grew-but-Y-fell welded titles, and mechanical repetition of the same X-drove-Y template across the deck.",
          "cardinality": null,
          "narrativePurpose": "Forces the deck to carry its argument in the title bar so a senior reader can extract the recommendation without opening a single slide; converts a binder of topics into a navigable pyramid where every slide is a node defending the apex."
        },
        {
          "tool": {
            "name": "Annotation",
            "slug": "annotation",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-b5b9-7668-bf0e-3af99823ec5c",
            "version": 1,
            "bodyDocId": null,
            "description": "Adding explanatory labels to highlight key data points",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Designer",
          "layer": "slide",
          "agents": [
            "Designer"
          ],
          "matchId": "019dd95a-1474-7621-ae43-8d0a3f7becc9",
          "evidence": "Each diamond marker has a callout box explaining the maturity placement",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 85,
          "extraction": {
            "at": "2026-04-29 13:07:32.727482+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 6,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "Color Strategy",
            "slug": "color-strategy",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-b202-77cf-8a6e-f445b08c0fd3",
            "version": 1,
            "bodyDocId": null,
            "description": "Using color for emphasis, categories, sentiment, and hierarchy",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Designer",
          "layer": "slide",
          "agents": [
            "Designer"
          ],
          "matchId": "019dd95a-1474-7621-ae43-9158cc1e5225",
          "evidence": "Colored S/D/P sidebar reuses the framework palette",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 75,
          "extraction": {
            "at": "2026-04-29 13:07:32.727482+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 6,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "Small Multiples",
            "slug": "small-multiples",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-b32d-7586-b368-baa1dd388ed4",
            "version": 1,
            "bodyDocId": null,
            "description": "Repeating similar charts for comparison across categories or time",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Designer",
          "layer": "slide",
          "agents": [
            "Designer"
          ],
          "matchId": "019dd95a-1474-7621-ae43-8a28225f6ea5",
          "evidence": "Eight numbered rows assessed against the same Birth/Green-shoots/Mainstream scale",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 80,
          "extraction": {
            "at": "2026-04-29 13:07:32.727482+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 6,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "frameworks": [
        {
          "matchId": "f2843bff-a1a3-49a9-a9b8-b7a555c82d32",
          "evidence": "The slide explicitly maps 8 criteria across three stages of maturity (Birth, Green Shoots, Mainstream).",
          "framework": null,
          "confidence": 1,
          "extraction": {
            "at": "2026-05-02 19:41:54.284+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 6,
          "frameworkName": "maturity-model"
        },
        {
          "matchId": "019dd95a-1ca6-71be-9e59-3b198af236c0",
          "evidence": "Header reads 'Stages of OER maturity' with 3 labelled stages",
          "framework": null,
          "confidence": 80,
          "extraction": {
            "at": "2026-04-29 13:07:34.826634+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 6,
          "frameworkName": "Maturity Model"
        }
      ],
      "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": 6,
          "name": "Problem & Complication",
          "beatId": "019dd95a-0702-74a3-87de-b5ef3039e11e",
          "matchId": "019dd95a-0543-7581-99ae-96d6ab9d65a4",
          "beatType": {
            "name": "Problem & Complication",
            "slug": "consultants-gambit-problem-complication",
            "status": "active",
            "canonId": "019dd9b8-064a-777f-a374-e9a8c43dedd4",
            "version": 1,
            "description": null
          },
          "evidence": "Green shoots but not mainstream p6; tipping point analog p7",
          "position": 2,
          "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": 75
        },
        {
          "to": 7,
          "arc": {
            "name": "The Onion",
            "slug": "onion",
            "status": "active",
            "bestFor": "Root cause analysis, diagnostics",
            "canonId": "019dd956-627f-76b1-b286-0c575846d572",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Surface Observation -> First Layer -> Deeper Layer -> Core Insight -> Implications",
            "description": null,
            "familyLabel": null
          },
          "from": 6,
          "name": "Surface Observation",
          "beatId": "019dd95a-0702-74a3-87de-c5df91fe6257",
          "matchId": "019dd95a-0543-7581-99ae-9acc7dca2f1d",
          "beatType": {
            "name": "Surface Observation",
            "slug": "onion-surface-observation",
            "status": "active",
            "canonId": "019dd9b8-0b39-73c0-b415-6c4cf34cc343",
            "version": 1,
            "description": null
          },
          "evidence": "Visible: green shoots but not mainstream",
          "position": 1,
          "isPrimaryArc": false,
          "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": 65
        }
      ],
      "loops": [
        {
          "to": 7,
          "from": 6,
          "loop": {
            "name": "09_precedent",
            "slug": "09-precedent",
            "status": "active",
            "bestFor": "Risk mitigation, strategy validation, building confidence in new approaches",
            "canonId": "019dd956-695f-7615-8f82-39d919918314",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Precedent Case -> What Happened -> The Parallel -> Applied Learning",
            "description": "Use historical or external examples to validate your approach",
            "familyLabel": null
          },
          "matchId": "019dd95a-088b-72c8-b7e6-390e3578953f",
          "evidence": "p6 plots current OER state on maturity grid; p7 cites Rogers S-curve as analog for 15-20% take-off",
          "position": 2,
          "objective": "Show current state is pre-tipping-point using Rogers diffusion as precedent",
          "confidence": 75,
          "extraction": {
            "at": "2026-04-29 13:07:29.689431+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          }
        }
      ],
      "locked": true
    },
    {
      "page": 7,
      "type": "analysis",
      "title": "The slide uses the Rogers Diffusion of Innovations framework to explain market adoption dynamics.",
      "function": "present_framework",
      "rawType": "industry_trends",
      "block": null,
      "metadata": {
        "slideType": "industry_trends",
        "slideTypeCanon": {
          "name": "Industry trends",
          "slug": "industry_trends",
          "status": "active",
          "canonId": "019de52d-0b1d-7705-a0e0-c663199cd1fa",
          "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": 44,
        "componentCount": 7,
        "textChars": 309,
        "nDataPoints": 0,
        "notes": "The slide uses the Rogers Diffusion of Innovations framework to explain market adoption dynamics.",
        "elementsJson": [
          "line_chart",
          "headline_text"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:41:51.536+00",
          "seconds": 2.761,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-c3d1e73103c8/7",
        "deck": "/decks/019dd923-5ca1-7489-b634-c3d1e73103c8",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-c3d1e73103c8#slide-7",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-c3d1e73103c8.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "Adoption accelerates after 15-20% market share",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-24 12:46:08+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-acb5-76f0-a0b2-2f7f1bd366b1",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.52,
            "w": 0.54,
            "x": 0.23,
            "y": 0.31
          },
          "kind": "chart",
          "text": "Rogers diffusion curve",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Chart",
              "slug": "chart",
              "status": "active",
              "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8",
              "version": 1,
              "description": "Quantitative chart."
            },
            "tool": null,
            "subkind": {
              "name": "Line chart",
              "slug": "line",
              "status": "active",
              "canonId": "019de52c-ff62-778f-8f6c-a952ceae8677",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "line",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:41:51.536+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "d4301639-4a52-4c5b-a9b1-9287665942f9",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.52,
            "w": 0.54,
            "x": 0.23,
            "y": 0.31
          },
          "kind": "framework",
          "text": "Rogers diffusion curve",
          "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 19:41:51.536+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "cfbd350d-b55b-4bac-a0b7-4d78b75cdd4a",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "Market share: 15-20%",
          "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 12:46:08+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-acb5-76f0-a0b2-31fc900016bd",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.35,
            "x": 0.05,
            "y": 0.95
          },
          "kind": "source-note",
          "text": "1. Everett Rogers, Diffusion of Innovations, Figure 1-2 (Ch. 1)s",
          "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 19:41:51.536+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "3480e189-67c0-46b0-ae7a-59cc9e7cdef5",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.04,
            "w": 0.54,
            "x": 0.23,
            "y": 0.24
          },
          "kind": "title",
          "text": "Adoption accelerates after 15-20% market share",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Action title",
              "slug": "action-title",
              "status": "active",
              "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "action-title",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:41:51.536+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "7251026f-83d5-4b0e-bf06-8e9b16bad27a",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.1,
            "w": 0.9,
            "x": 0.05,
            "y": 0.03
          },
          "kind": "title",
          "text": "Analogues provide guidance on how to identify “tipping point” towards mainstream adoption",
          "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 19:41:51.536+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "f4bdbffe-dee9-4fff-b5d9-7b1351153d75",
          "parentComponentId": null
        }
      ],
      "metrics": [
        {
          "metricRaw": "Market share",
          "numberRaw": "15-20%",
          "numberKind": "percent",
          "actionTitle": "Analogues provide guidance on how to identify “tipping point” towards mainstream adoption",
          "calloutText": "Adoption accelerates after 15-20% market share",
          "numberScale": null,
          "numberValue": -20,
          "metricFamily": "share_penetration",
          "numberCurrency": null
        }
      ],
      "tools": [
        {
          "tool": {
            "name": "Action Titles",
            "slug": "action-titles",
            "status": "active",
            "bestFor": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
            "canonId": "019dd956-ac70-700b-a608-ba58e78f5dcc",
            "version": 1,
            "bodyDocId": "816dad3c-9983-41c1-a86e-978ebd582841",
            "description": "The McKinsey-bred discipline of writing every slide title as a complete declarative sentence with a verb and an insight, not a topic label. Each title is a sub-claim that ladders up to the deck's governing thought; read in sequence, the titles reconstruct the executive summary.",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Architect",
          "layer": "slide",
          "agents": [
            "Architect"
          ],
          "matchId": "019dd95a-1474-7621-ae43-9bd443aa0bb8",
          "evidence": "Title: 'Analogues provide guidance on how to identify tipping point towards mainstream adoption'",
          "pageRefs": null,
          "priority": "Core",
          "whenToUse": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
          "confidence": 85,
          "extraction": {
            "at": "2026-04-29 13:07:32.727482+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 7,
          "whyItWorks": "Solves two failure modes at once. (1) The buried claim: action titles place the conclusion on the page before any analysis is read, so a busy reader doesn't reverse-engineer it from the chart. (2) The spineless deck: because each title is a claim, slides have to ladder up to the governing thought; logical gaps become visible as topic-shaped titles in a sequence that no longer reads as a story.",
          "antipattern": "Topic labels disguised as titles — Volume by quarter, Key findings, Pricing strategy, Margins have been impacted. No verb, or a passive verb with no agent, or a fact (Revenue grew 12%) without the so-what. Also: titles that overreach the chart's evidence, multi-claim X-grew-but-Y-fell welded titles, and mechanical repetition of the same X-drove-Y template across the deck.",
          "cardinality": null,
          "narrativePurpose": "Forces the deck to carry its argument in the title bar so a senior reader can extract the recommendation without opening a single slide; converts a binder of topics into a navigable pyramid where every slide is a node defending the apex."
        },
        {
          "tool": {
            "name": "Annotation",
            "slug": "annotation",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-b5b9-7668-bf0e-3af99823ec5c",
            "version": 1,
            "bodyDocId": null,
            "description": "Adding explanatory labels to highlight key data points",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Designer",
          "layer": "slide",
          "agents": [
            "Designer"
          ],
          "matchId": "019dd95a-1474-7621-ae43-a627b8f6d653",
          "evidence": "'Take off', 'Early adopters', 'Later adopters' label the curve regions",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 75,
          "extraction": {
            "at": "2026-04-29 13:07:32.727482+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 7,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "Credibility Transfer",
            "slug": "credibility-transfer",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-bd34-759a-8e3b-2f14b571a2a1",
            "version": 1,
            "bodyDocId": null,
            "description": "Borrowing authority from trusted sources or vivid details",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Storyteller",
          "layer": "slide",
          "agents": [
            "Storyteller"
          ],
          "matchId": "019dd95a-1474-7621-ae43-a3205310b085",
          "evidence": "Footnote cites 'Everett Rogers, Diffusion of Innovations, Figure 1-2'",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 90,
          "extraction": {
            "at": "2026-04-29 13:07:32.727482+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 7,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "Metaphor & Analogy",
            "slug": "metaphor-analogy",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-adea-7729-bca1-70810d6238a9",
            "version": 1,
            "bodyDocId": null,
            "description": "Making abstract concepts concrete through familiar comparisons",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Storyteller",
          "layer": "slide",
          "agents": [
            "Storyteller"
          ],
          "matchId": "019dd95a-1474-7621-ae43-9c925fd2e783",
          "evidence": "Rogers S-curve used as analog for OER take-off",
          "pageRefs": null,
          "priority": "Core",
          "whenToUse": null,
          "confidence": 90,
          "extraction": {
            "at": "2026-04-29 13:07:32.727482+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 7,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "frameworks": [
        {
          "matchId": "dba04458-d3f4-4369-99f0-7d531e2ea1f6",
          "evidence": "Rogers diffusion curve",
          "framework": null,
          "confidence": 1,
          "extraction": {
            "at": "2026-05-02 19:41:51.536+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 7,
          "frameworkName": "diffusion-of-innovations"
        },
        {
          "matchId": "019dd95a-1ca6-71be-9e59-3e0ddcf7f75e",
          "evidence": "Chart titled 'Rogers diffusion curve'; footnote cites Everett Rogers",
          "framework": null,
          "confidence": 95,
          "extraction": {
            "at": "2026-04-29 13:07:34.826634+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 7,
          "frameworkName": "Rogers Diffusion of Innovations Curve"
        }
      ],
      "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": 6,
          "name": "Problem & Complication",
          "beatId": "019dd95a-0702-74a3-87de-b5ef3039e11e",
          "matchId": "019dd95a-0543-7581-99ae-96d6ab9d65a4",
          "beatType": {
            "name": "Problem & Complication",
            "slug": "consultants-gambit-problem-complication",
            "status": "active",
            "canonId": "019dd9b8-064a-777f-a374-e9a8c43dedd4",
            "version": 1,
            "description": null
          },
          "evidence": "Green shoots but not mainstream p6; tipping point analog p7",
          "position": 2,
          "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": 75
        },
        {
          "to": 7,
          "arc": {
            "name": "The Onion",
            "slug": "onion",
            "status": "active",
            "bestFor": "Root cause analysis, diagnostics",
            "canonId": "019dd956-627f-76b1-b286-0c575846d572",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Surface Observation -> First Layer -> Deeper Layer -> Core Insight -> Implications",
            "description": null,
            "familyLabel": null
          },
          "from": 6,
          "name": "Surface Observation",
          "beatId": "019dd95a-0702-74a3-87de-c5df91fe6257",
          "matchId": "019dd95a-0543-7581-99ae-9acc7dca2f1d",
          "beatType": {
            "name": "Surface Observation",
            "slug": "onion-surface-observation",
            "status": "active",
            "canonId": "019dd9b8-0b39-73c0-b415-6c4cf34cc343",
            "version": 1,
            "description": null
          },
          "evidence": "Visible: green shoots but not mainstream",
          "position": 1,
          "isPrimaryArc": false,
          "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": 65
        }
      ],
      "loops": [
        {
          "to": 7,
          "from": 6,
          "loop": {
            "name": "09_precedent",
            "slug": "09-precedent",
            "status": "active",
            "bestFor": "Risk mitigation, strategy validation, building confidence in new approaches",
            "canonId": "019dd956-695f-7615-8f82-39d919918314",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Precedent Case -> What Happened -> The Parallel -> Applied Learning",
            "description": "Use historical or external examples to validate your approach",
            "familyLabel": null
          },
          "matchId": "019dd95a-088b-72c8-b7e6-390e3578953f",
          "evidence": "p6 plots current OER state on maturity grid; p7 cites Rogers S-curve as analog for 15-20% take-off",
          "position": 2,
          "objective": "Show current state is pre-tipping-point using Rogers diffusion as precedent",
          "confidence": 75,
          "extraction": {
            "at": "2026-04-29 13:07:29.689431+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          }
        }
      ],
      "locked": true
    },
    {
      "page": 8,
      "type": "analysis",
      "title": "The slide uses a two-column comparison structure to contrast K-12 STEM/Math coverage with Higher Education coverage.",
      "function": "diagnose",
      "rawType": "diagnosis",
      "block": null,
      "metadata": {
        "slideType": "diagnosis",
        "slideTypeCanon": {
          "name": "Diagnosis",
          "slug": "diagnosis",
          "status": "active",
          "canonId": "019de52d-0cd7-7212-898f-0464041ff8d8",
          "version": 1,
          "description": null
        },
        "function": "diagnose",
        "functionCanon": {
          "name": "Diagnose",
          "slug": "diagnose",
          "status": "active",
          "canonId": "019de52d-1657-7223-acc5-7437d878c850",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 51,
        "componentCount": 6,
        "textChars": 703,
        "nDataPoints": 0,
        "notes": "The slide uses a two-column comparison structure to contrast K-12 STEM/Math coverage with Higher Education coverage.",
        "elementsJson": [
          "headline_text",
          "bullet_list"
        ],
        "confidence": 0.95,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:41:52.887+00",
          "seconds": 4.004,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-c3d1e73103c8/8",
        "deck": "/decks/019dd923-5ca1-7489-b634-c3d1e73103c8",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-c3d1e73103c8#slide-8",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-c3d1e73103c8.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "Interviewees indicate that fewer resources are available for K-12 ELA and social studies",
          "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 12:46:08+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-acb5-76f0-a0b1-a887e0959c1f",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.6,
            "w": 0.4,
            "x": 0.55,
            "y": 0.2
          },
          "kind": "list",
          "text": "Higher education coverage looks robust, but no definitive way to tell. Established providers predate K-12. Universities provide significant open content. Businesses are emerging. No universal taxonomy exists to measure coverage.",
          "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 19:41:52.887+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "dfbc486a-ad2a-43cc-8fc2-e4d83819bafb",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.6,
            "w": 0.45,
            "x": 0.05,
            "y": 0.2
          },
          "kind": "list",
          "text": "Coverage of K-12 science / math appears stronger than other subjects. Educators report difficulty locating non-STEM material. Subjects may be less ripe for complete OER coverage. Gooru is attempting to map the ecosystem.",
          "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 19:41:52.887+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "f6bc070e-f343-418c-bd90-a5c5314d9f6a",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.2,
            "x": 0.05,
            "y": 0.95
          },
          "kind": "source-note",
          "text": "Source: BCG interviews",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:41:52.887+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "eacaca42-ea22-469e-bd9e-65b64c225479",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.9,
            "x": 0.05,
            "y": 0.1
          },
          "kind": "title",
          "text": "Interviewees indicate that fewer resources are available for K-12 ELA and social studies",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Action title",
              "slug": "action-title",
              "status": "active",
              "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "action-title",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:41:52.887+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "680f4d5e-00dc-496a-9091-64fefac65c75",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.9,
            "x": 0.05,
            "y": 0.05
          },
          "kind": "title",
          "text": "More resources exist for higher ed, K-12 math and science",
          "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 19:41:52.887+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "3f0aacdd-df58-4cf4-a80e-f31852be8213",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "Data Story Arc",
            "slug": "data-story-arc",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-9c30-728e-b974-d3fb123dcf5a",
            "version": 1,
            "bodyDocId": null,
            "description": "Context → Conflict → Insight → Implication structure for data narratives",
            "familyLabel": null,
            "categoryName": "Loop",
            "categorySlug": "loop"
          },
          "agent": "Storyteller",
          "layer": "loop",
          "agents": [
            "Storyteller"
          ],
          "matchId": "019dd95a-1474-7621-ae43-b304aea09e03",
          "evidence": "Loop opens an evidence cascade across pp8-15 building toward barrier conclusion",
          "pageRefs": null,
          "priority": "Core",
          "whenToUse": null,
          "confidence": 70,
          "extraction": {
            "at": "2026-04-29 13:07:32.727482+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 8,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "Action Titles",
            "slug": "action-titles",
            "status": "active",
            "bestFor": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
            "canonId": "019dd956-ac70-700b-a608-ba58e78f5dcc",
            "version": 1,
            "bodyDocId": "816dad3c-9983-41c1-a86e-978ebd582841",
            "description": "The McKinsey-bred discipline of writing every slide title as a complete declarative sentence with a verb and an insight, not a topic label. Each title is a sub-claim that ladders up to the deck's governing thought; read in sequence, the titles reconstruct the executive summary.",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Architect",
          "layer": "slide",
          "agents": [
            "Architect"
          ],
          "matchId": "019dd95a-1474-7621-ae43-a9dd14fd6872",
          "evidence": "Title states finding: 'More resources exist for higher ed, K-12 math and science'",
          "pageRefs": null,
          "priority": "Core",
          "whenToUse": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
          "confidence": 85,
          "extraction": {
            "at": "2026-04-29 13:07:32.727482+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 8,
          "whyItWorks": "Solves two failure modes at once. (1) The buried claim: action titles place the conclusion on the page before any analysis is read, so a busy reader doesn't reverse-engineer it from the chart. (2) The spineless deck: because each title is a claim, slides have to ladder up to the governing thought; logical gaps become visible as topic-shaped titles in a sequence that no longer reads as a story.",
          "antipattern": "Topic labels disguised as titles — Volume by quarter, Key findings, Pricing strategy, Margins have been impacted. No verb, or a passive verb with no agent, or a fact (Revenue grew 12%) without the so-what. Also: titles that overreach the chart's evidence, multi-claim X-grew-but-Y-fell welded titles, and mechanical repetition of the same X-drove-Y template across the deck.",
          "cardinality": null,
          "narrativePurpose": "Forces the deck to carry its argument in the title bar so a senior reader can extract the recommendation without opening a single slide; converts a binder of topics into a navigable pyramid where every slide is a node defending the apex."
        },
        {
          "tool": {
            "name": "Contrast Principle",
            "slug": "contrast-principle",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-bf0f-73ae-b9df-e60508cdaa65",
            "version": 1,
            "bodyDocId": null,
            "description": "Higher visual weight draws attention - use contrast strategically for emphasis",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Designer",
          "layer": "slide",
          "agents": [
            "Designer"
          ],
          "matchId": "019dd95a-1474-7621-ae43-ac0be4a360db",
          "evidence": "Two-column layout contrasts K-12 STEM coverage vs higher-ed coverage",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 80,
          "extraction": {
            "at": "2026-04-29 13:07:32.727482+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 8,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "frameworks": [
        {
          "matchId": "9e08566c-4304-43e3-a494-e1fb7793b159",
          "evidence": "The slide uses a two-column layout to contrast two distinct market segments (K-12 vs Higher Ed).",
          "framework": null,
          "confidence": 0.8,
          "extraction": {
            "at": "2026-05-02 19:41:52.887+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 8,
          "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": "Solution & Approach",
          "beatId": "019dd95a-0702-74a3-87de-b815e4c82c29",
          "matchId": "019dd95a-0543-7581-99ae-96d6ab9d65a4",
          "beatType": {
            "name": "Solution & Approach",
            "slug": "consultants-gambit-solution-approach",
            "status": "active",
            "canonId": "019dd9b8-071c-7161-9184-580fdac7a4f9",
            "version": 1,
            "description": null
          },
          "evidence": "Supply/demand diagnostic across resources, quality, awareness, usage",
          "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": 75
        },
        {
          "to": 9,
          "arc": {
            "name": "The Onion",
            "slug": "onion",
            "status": "active",
            "bestFor": "Root cause analysis, diagnostics",
            "canonId": "019dd956-627f-76b1-b286-0c575846d572",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Surface Observation -> First Layer -> Deeper Layer -> Core Insight -> Implications",
            "description": null,
            "familyLabel": null
          },
          "from": 8,
          "name": "First Layer",
          "beatId": "019dd95a-0702-74a3-87de-c8918cc8085c",
          "matchId": "019dd95a-0543-7581-99ae-9acc7dca2f1d",
          "beatType": {
            "name": "First Layer",
            "slug": "onion-first-layer",
            "status": "active",
            "canonId": "019dd9b8-0bd1-75b2-9773-18ea7796621c",
            "version": 1,
            "description": null
          },
          "evidence": "Supply: resources exist, quality cautiously positive",
          "position": 2,
          "isPrimaryArc": false,
          "parentBeatType": {
            "name": "Development",
            "slug": "development",
            "status": "active",
            "canonId": "019dd9b8-0332-7008-b3aa-11b0840a57b1",
            "version": 1,
            "description": "The middle stretch in arcs that have one. Often where length problems creep in."
          },
          "alignedBlockIds": null,
          "matchConfidence": 65
        }
      ],
      "loops": [
        {
          "to": 15,
          "from": 8,
          "loop": {
            "name": "02_pattern_hunter",
            "slug": "02-pattern-hunter",
            "status": "active",
            "bestFor": "Time-pressed audiences, building consensus, when data is strong",
            "canonId": "019dd956-6695-771a-be2e-f1748ef041a4",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "Evidence A -> Evidence B -> Evidence C -> Pattern/Conclusion",
            "description": "Group multiple pieces of evidence that together point to a pattern or conclusion",
            "familyLabel": null
          },
          "matchId": "019dd95a-088b-72c8-b7e6-3c04ab30e3cc",
          "evidence": "Eight contiguous slides each surfacing one piece of evidence (resource gaps, 23%, 74%, 88%, 40% supplemental, procurement, IP) building to the conclusion",
          "position": 3,
          "objective": "Accumulate evidence across S/D/P showing OER barriers exist",
          "confidence": 78,
          "extraction": {
            "at": "2026-04-29 13:07:29.689431+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          }
        }
      ],
      "locked": true
    },
    {
      "page": 9,
      "type": "resolution",
      "title": "Includes qualitative quotes from educators and quantitative survey results on satisfaction and adoption drivers.",
      "function": "analyze_data",
      "rawType": "key_takeaways",
      "block": null,
      "metadata": {
        "slideType": "key_takeaways",
        "slideTypeCanon": {
          "name": "Key takeaways",
          "slug": "key_takeaways",
          "status": "active",
          "canonId": "019de52d-06e7-7674-a891-9f7de3b11b6d",
          "version": 1,
          "description": null
        },
        "function": "analyze_data",
        "functionCanon": {
          "name": "Analyze data",
          "slug": "analyze_data",
          "status": "active",
          "canonId": "019de52d-1590-7413-8c82-cc218cff40b4",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 73,
        "componentCount": 9,
        "textChars": 543,
        "nDataPoints": 14,
        "notes": "Includes qualitative quotes from educators and quantitative survey results on satisfaction and adoption drivers.",
        "elementsJson": [
          "bar_chart_stacked",
          "bar_chart_horizontal",
          "quote_block",
          "callout_box"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:41:51.57+00",
          "seconds": 2.449,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-c3d1e73103c8/9",
        "deck": "/decks/019dd923-5ca1-7489-b634-c3d1e73103c8",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-c3d1e73103c8#slide-9",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-c3d1e73103c8.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "Positive sign for the movement, given importance of quality and efficacy in driving adoption",
          "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 12:46:08+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-acb5-76f0-a0b1-fa6b365dd5d8",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.5,
            "w": 0.3,
            "x": 0.65,
            "y": 0.3
          },
          "kind": "chart",
          "text": "Drivers of adoption",
          "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 19:41:51.57+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "e441a9dd-95fe-40d5-a16d-dabc2c3e8aff",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.5,
            "w": 0.2,
            "x": 0.05,
            "y": 0.3
          },
          "kind": "chart",
          "text": "K-12 satisfaction survey",
          "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": "Stacked bar chart",
              "slug": "bar-stacked",
              "status": "active",
              "canonId": "019de52c-feec-74bf-9028-15b74f84f0a7",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bar-stacked",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:41:51.57+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "3078f19f-37b6-402e-a260-4d4b74603258",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.5,
            "w": 0.15,
            "x": 0.45,
            "y": 0.3
          },
          "kind": "chart",
          "text": "Higher Ed satisfaction survey",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Chart",
              "slug": "chart",
              "status": "active",
              "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8",
              "version": 1,
              "description": "Quantitative chart."
            },
            "tool": null,
            "subkind": {
              "name": "Vertical bar chart",
              "slug": "bar-vertical",
              "status": "active",
              "canonId": "019de52c-fe9d-70f2-b3b7-a9ae294f5917",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bar-vertical",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:41:51.57+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "c6f49f0c-4fcd-4c2e-b5d7-5fe2c709416a",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "Educator satisfaction: 23%",
          "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 12:46:08+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-acb5-76f0-a0b2-02dd218f3a2e",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "quote",
          "text": "There's a wealth of available OER that's good and becoming better. —Educator",
          "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 12:46:08+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-acb5-76f0-a0b1-fe5349c0bd93",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.6,
            "x": 0.05,
            "y": 0.95
          },
          "kind": "source-note",
          "text": "Source: BCG interviews, Babson Survey Research Group, Going the Distance – Online Education in the United States (2011), BCG analysis",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:41:51.57+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "64e3383e-eef2-4b56-ab77-f10acd4f41c2",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.8,
            "x": 0.04,
            "y": 0.1
          },
          "kind": "title",
          "text": "Positive sign for the movement, given importance of quality and efficacy in driving adoption",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Action title",
              "slug": "action-title",
              "status": "active",
              "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "action-title",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:41:51.57+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "8bfa6bcd-969a-45e9-a75a-48a7a3b2583c",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.6,
            "x": 0.04,
            "y": 0.05
          },
          "kind": "title",
          "text": "Educators' perception of quality cautiously positive",
          "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 19:41:51.57+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "6f207e15-a9d8-4c46-8590-0ad686ee1cfd",
          "parentComponentId": null
        }
      ],
      "metrics": [
        {
          "metricRaw": "Educator satisfaction",
          "numberRaw": "23%",
          "numberKind": "percent",
          "actionTitle": "Educators' perception of quality cautiously positive",
          "calloutText": "Positive sign for the movement, given importance of quality and efficacy in driving adoption",
          "numberScale": null,
          "numberValue": 23,
          "metricFamily": "survey_sentiment",
          "numberCurrency": null
        }
      ],
      "tools": [
        {
          "tool": {
            "name": "Action Titles",
            "slug": "action-titles",
            "status": "active",
            "bestFor": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
            "canonId": "019dd956-ac70-700b-a608-ba58e78f5dcc",
            "version": 1,
            "bodyDocId": "816dad3c-9983-41c1-a86e-978ebd582841",
            "description": "The McKinsey-bred discipline of writing every slide title as a complete declarative sentence with a verb and an insight, not a topic label. Each title is a sub-claim that ladders up to the deck's governing thought; read in sequence, the titles reconstruct the executive summary.",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Architect",
          "layer": "slide",
          "agents": [
            "Architect"
          ],
          "matchId": "019dd95a-1474-7621-ae43-b65c30bb08e6",
          "evidence": "'Educators perception of quality cautiously positive' states the finding",
          "pageRefs": null,
          "priority": "Core",
          "whenToUse": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
          "confidence": 80,
          "extraction": {
            "at": "2026-04-29 13:07:32.727482+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 9,
          "whyItWorks": "Solves two failure modes at once. (1) The buried claim: action titles place the conclusion on the page before any analysis is read, so a busy reader doesn't reverse-engineer it from the chart. (2) The spineless deck: because each title is a claim, slides have to ladder up to the governing thought; logical gaps become visible as topic-shaped titles in a sequence that no longer reads as a story.",
          "antipattern": "Topic labels disguised as titles — Volume by quarter, Key findings, Pricing strategy, Margins have been impacted. No verb, or a passive verb with no agent, or a fact (Revenue grew 12%) without the so-what. Also: titles that overreach the chart's evidence, multi-claim X-grew-but-Y-fell welded titles, and mechanical repetition of the same X-drove-Y template across the deck.",
          "cardinality": null,
          "narrativePurpose": "Forces the deck to carry its argument in the title bar so a senior reader can extract the recommendation without opening a single slide; converts a binder of topics into a navigable pyramid where every slide is a node defending the apex."
        },
        {
          "tool": {
            "name": "Audience Definition",
            "slug": "audience-definition",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-7f2a-775d-aeee-ff099bcb7756",
            "version": 1,
            "bodyDocId": null,
            "description": "Six key questions: Who are they? What do they know? What do they believe? What do they care about? What do they fear? What decisions can they make?",
            "familyLabel": null,
            "categoryName": "Block",
            "categorySlug": "block"
          },
          "agent": "Storyteller",
          "layer": "slide",
          "agents": [
            "Storyteller"
          ],
          "matchId": "c3819227-318d-4aa3-a3e3-c30f0e17a86d",
          "evidence": "Educators' perception of quality cautiously positive",
          "pageRefs": null,
          "priority": "Core",
          "whenToUse": null,
          "confidence": 0.6,
          "extraction": {
            "at": "2026-07-16 21:04:46.105615+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 9,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "Concrete Language",
            "slug": "concrete-language",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-bcd4-7398-9723-6aa72346170b",
            "version": 1,
            "bodyDocId": null,
            "description": "Using specific sensory details instead of abstract terms",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Storyteller",
          "layer": "slide",
          "agents": [
            "Storyteller"
          ],
          "matchId": "019dd95a-1474-7621-ae43-b80f87201d1e",
          "evidence": "Anchors finding with the 23% data point",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 70,
          "extraction": {
            "at": "2026-04-29 13:07:32.727482+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 9,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "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": "Solution & Approach",
          "beatId": "019dd95a-0702-74a3-87de-b815e4c82c29",
          "matchId": "019dd95a-0543-7581-99ae-96d6ab9d65a4",
          "beatType": {
            "name": "Solution & Approach",
            "slug": "consultants-gambit-solution-approach",
            "status": "active",
            "canonId": "019dd9b8-071c-7161-9184-580fdac7a4f9",
            "version": 1,
            "description": null
          },
          "evidence": "Supply/demand diagnostic across resources, quality, awareness, usage",
          "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": 75
        },
        {
          "to": 9,
          "arc": {
            "name": "The Onion",
            "slug": "onion",
            "status": "active",
            "bestFor": "Root cause analysis, diagnostics",
            "canonId": "019dd956-627f-76b1-b286-0c575846d572",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Surface Observation -> First Layer -> Deeper Layer -> Core Insight -> Implications",
            "description": null,
            "familyLabel": null
          },
          "from": 8,
          "name": "First Layer",
          "beatId": "019dd95a-0702-74a3-87de-c8918cc8085c",
          "matchId": "019dd95a-0543-7581-99ae-9acc7dca2f1d",
          "beatType": {
            "name": "First Layer",
            "slug": "onion-first-layer",
            "status": "active",
            "canonId": "019dd9b8-0bd1-75b2-9773-18ea7796621c",
            "version": 1,
            "description": null
          },
          "evidence": "Supply: resources exist, quality cautiously positive",
          "position": 2,
          "isPrimaryArc": false,
          "parentBeatType": {
            "name": "Development",
            "slug": "development",
            "status": "active",
            "canonId": "019dd9b8-0332-7008-b3aa-11b0840a57b1",
            "version": 1,
            "description": "The middle stretch in arcs that have one. Often where length problems creep in."
          },
          "alignedBlockIds": null,
          "matchConfidence": 65
        }
      ],
      "loops": [
        {
          "to": 15,
          "from": 8,
          "loop": {
            "name": "02_pattern_hunter",
            "slug": "02-pattern-hunter",
            "status": "active",
            "bestFor": "Time-pressed audiences, building consensus, when data is strong",
            "canonId": "019dd956-6695-771a-be2e-f1748ef041a4",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "Evidence A -> Evidence B -> Evidence C -> Pattern/Conclusion",
            "description": "Group multiple pieces of evidence that together point to a pattern or conclusion",
            "familyLabel": null
          },
          "matchId": "019dd95a-088b-72c8-b7e6-3c04ab30e3cc",
          "evidence": "Eight contiguous slides each surfacing one piece of evidence (resource gaps, 23%, 74%, 88%, 40% supplemental, procurement, IP) building to the conclusion",
          "position": 3,
          "objective": "Accumulate evidence across S/D/P showing OER barriers exist",
          "confidence": 78,
          "extraction": {
            "at": "2026-04-29 13:07:29.689431+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          }
        }
      ],
      "locked": true
    },
    {
      "page": 10,
      "type": "analysis",
      "title": "The slide uses a two-column layout contrasting structured challenges with qualitative evidence (quotes).",
      "function": "diagnose",
      "rawType": "pain_points",
      "block": null,
      "metadata": {
        "slideType": "pain_points",
        "slideTypeCanon": {
          "name": "Pain points",
          "slug": "pain_points",
          "status": "active",
          "canonId": "019de52d-08a0-761d-a14f-1dbc5e447381",
          "version": 1,
          "description": null
        },
        "function": "diagnose",
        "functionCanon": {
          "name": "Diagnose",
          "slug": "diagnose",
          "status": "active",
          "canonId": "019de52d-1657-7223-acc5-7437d878c850",
          "version": 1,
          "description": null
        },
        "density": "overcrowded",
        "densityScore": 77,
        "componentCount": 9,
        "textChars": 1053,
        "nDataPoints": 0,
        "notes": "The slide uses a two-column layout contrasting structured challenges with qualitative evidence (quotes).",
        "elementsJson": [
          "headline_text",
          "bullet_list",
          "quote_block",
          "callout_box"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:41:53.07+00",
          "seconds": 3.767,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-c3d1e73103c8/10",
        "deck": "/decks/019dd923-5ca1-7489-b634-c3d1e73103c8",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-c3d1e73103c8#slide-10",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-c3d1e73103c8.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.08,
            "w": 0.62,
            "x": 0.19,
            "y": 0.84
          },
          "kind": "callout",
          "text": "Current aggregators not making discovery particularly user-friendly",
          "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 19:41:53.07+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "7d5249ce-d70e-44f0-995d-08116a1d8828",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.55,
            "w": 0.35,
            "x": 0.06,
            "y": 0.26
          },
          "kind": "list",
          "text": "1. Quality material is hard to find: No clear OER destination, not organized against a common taxonomy, lack of curation or rating. 2. Not packaged in a way that's easy to use: Not useable off-the-shelf, difficult to string together.",
          "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 19:41:53.07+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "cd917b17-530e-4ce3-a6b0-80c8173a5b5f",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.12,
            "w": 0.3,
            "x": 0.4,
            "y": 0.42
          },
          "kind": "quote",
          "text": "In general, there need to be a smaller number of larger OER organizations in order to make the space less fragmented. —Content creator",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Quote",
              "slug": "quote",
              "status": "active",
              "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a",
              "version": 1,
              "description": "Pull quote or testimonial."
            },
            "tool": null,
            "subkind": {
              "name": "Testimonial",
              "slug": "testimonial",
              "status": "active",
              "canonId": "019de52c-fc21-71b6-9ac3-8266a64945e8",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "testimonial",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:41:53.07+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "08b7308c-d49a-4f4e-a1f2-b43ced626422",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.2,
            "x": 0.75,
            "y": 0.58
          },
          "kind": "quote",
          "text": "OER is a bit of a data dump. There's no commitment to contextualize the content or make it easily usable. —Content creator",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Quote",
              "slug": "quote",
              "status": "active",
              "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a",
              "version": 1,
              "description": "Pull quote or testimonial."
            },
            "tool": null,
            "subkind": {
              "name": "Testimonial",
              "slug": "testimonial",
              "status": "active",
              "canonId": "019de52c-fc21-71b6-9ac3-8266a64945e8",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "testimonial",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:41:53.07+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "1503dcf2-4d86-40d1-bf4f-84f25ea69b21",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.2,
            "x": 0.75,
            "y": 0.28
          },
          "kind": "quote",
          "text": "There needs to be one place to find all the material, sorted by subject and standards. —Educator",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Quote",
              "slug": "quote",
              "status": "active",
              "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a",
              "version": 1,
              "description": "Pull quote or testimonial."
            },
            "tool": null,
            "subkind": {
              "name": "Testimonial",
              "slug": "testimonial",
              "status": "active",
              "canonId": "019de52c-fc21-71b6-9ac3-8266a64945e8",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "testimonial",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:41:53.07+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "188afd9d-5037-432e-84df-a7e1087e5c6e",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.3,
            "x": 0.4,
            "y": 0.58
          },
          "kind": "quote",
          "text": "You hunt and hunt for a single lesson, and sometimes you find a user that you can go through, but there aren't a lot of places that aggregate similar kind of materials – things that fit together well. —Educator",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Quote",
              "slug": "quote",
              "status": "active",
              "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a",
              "version": 1,
              "description": "Pull quote or testimonial."
            },
            "tool": null,
            "subkind": {
              "name": "Testimonial",
              "slug": "testimonial",
              "status": "active",
              "canonId": "019de52c-fc21-71b6-9ac3-8266a64945e8",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "testimonial",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:41:53.07+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "4517dbe1-885f-4b99-84ac-f403f7fa8a3f",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.12,
            "w": 0.25,
            "x": 0.4,
            "y": 0.28
          },
          "kind": "quote",
          "text": "Now I have to fish through content ... it's hard to find anything useful in a timely way. —Teacher",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Quote",
              "slug": "quote",
              "status": "active",
              "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a",
              "version": 1,
              "description": "Pull quote or testimonial."
            },
            "tool": null,
            "subkind": {
              "name": "Testimonial",
              "slug": "testimonial",
              "status": "active",
              "canonId": "019de52c-fc21-71b6-9ac3-8266a64945e8",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "testimonial",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:41:53.07+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "960a3fb1-b8d1-4947-bbb2-07bed3b70a1a",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.15,
            "x": 0.04,
            "y": 0.95
          },
          "kind": "source-note",
          "text": "Source: BCG interviews",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:41:53.07+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "3c91a3b5-48ad-428c-ad2e-243cbd1444d3",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.12,
            "w": 0.85,
            "x": 0.04,
            "y": 0.04
          },
          "kind": "title",
          "text": "However, users find it challenging to discover and use existing content",
          "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 19:41:53.07+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "0de3d16e-9e5a-4e8a-a418-2bb226e4290d",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "Action Titles",
            "slug": "action-titles",
            "status": "active",
            "bestFor": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
            "canonId": "019dd956-ac70-700b-a608-ba58e78f5dcc",
            "version": 1,
            "bodyDocId": "816dad3c-9983-41c1-a86e-978ebd582841",
            "description": "The McKinsey-bred discipline of writing every slide title as a complete declarative sentence with a verb and an insight, not a topic label. Each title is a sub-claim that ladders up to the deck's governing thought; read in sequence, the titles reconstruct the executive summary.",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Architect",
          "layer": "slide",
          "agents": [
            "Architect"
          ],
          "matchId": "019dd95a-1474-7621-ae43-bce41468f87b",
          "evidence": "Title surfaces the pain: 'users find it challenging to discover and use existing content'",
          "pageRefs": null,
          "priority": "Core",
          "whenToUse": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
          "confidence": 80,
          "extraction": {
            "at": "2026-04-29 13:07:32.727482+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 10,
          "whyItWorks": "Solves two failure modes at once. (1) The buried claim: action titles place the conclusion on the page before any analysis is read, so a busy reader doesn't reverse-engineer it from the chart. (2) The spineless deck: because each title is a claim, slides have to ladder up to the governing thought; logical gaps become visible as topic-shaped titles in a sequence that no longer reads as a story.",
          "antipattern": "Topic labels disguised as titles — Volume by quarter, Key findings, Pricing strategy, Margins have been impacted. No verb, or a passive verb with no agent, or a fact (Revenue grew 12%) without the so-what. Also: titles that overreach the chart's evidence, multi-claim X-grew-but-Y-fell welded titles, and mechanical repetition of the same X-drove-Y template across the deck.",
          "cardinality": null,
          "narrativePurpose": "Forces the deck to carry its argument in the title bar so a senior reader can extract the recommendation without opening a single slide; converts a binder of topics into a navigable pyramid where every slide is a node defending the apex."
        },
        {
          "tool": {
            "name": "Problem Statement Canvas",
            "slug": "problem-statement-canvas",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-839d-744b-ad11-9bf3e3642a18",
            "version": 1,
            "bodyDocId": null,
            "description": "Structured definition of the problem: What? Who? Where? When? Scale?",
            "familyLabel": null,
            "categoryName": "Block",
            "categorySlug": "block"
          },
          "agent": "Architect",
          "layer": "slide",
          "agents": [
            "Architect"
          ],
          "matchId": "1b1b77b4-2d0f-4bd3-99c9-7125f5d58858",
          "evidence": "Current aggregators not making discovery particularly user-friendly",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.5,
          "extraction": {
            "at": "2026-07-16 21:04:46.172697+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 10,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "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": "Solution & Approach",
          "beatId": "019dd95a-0702-74a3-87de-b815e4c82c29",
          "matchId": "019dd95a-0543-7581-99ae-96d6ab9d65a4",
          "beatType": {
            "name": "Solution & Approach",
            "slug": "consultants-gambit-solution-approach",
            "status": "active",
            "canonId": "019dd9b8-071c-7161-9184-580fdac7a4f9",
            "version": 1,
            "description": null
          },
          "evidence": "Supply/demand diagnostic across resources, quality, awareness, usage",
          "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": 75
        },
        {
          "to": 13,
          "arc": {
            "name": "The Onion",
            "slug": "onion",
            "status": "active",
            "bestFor": "Root cause analysis, diagnostics",
            "canonId": "019dd956-627f-76b1-b286-0c575846d572",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Surface Observation -> First Layer -> Deeper Layer -> Core Insight -> Implications",
            "description": null,
            "familyLabel": null
          },
          "from": 10,
          "name": "Deeper Layer",
          "beatId": "019dd95a-0702-74a3-87de-cfc417f9fb2d",
          "matchId": "019dd95a-0543-7581-99ae-9acc7dca2f1d",
          "beatType": {
            "name": "Deeper Layer",
            "slug": "onion-deeper-layer",
            "status": "active",
            "canonId": "019dd9b8-0c69-7473-8222-610daa3e4df7",
            "version": 1,
            "description": null
          },
          "evidence": "Demand: discovery, awareness, primary-vs-supplemental gaps",
          "position": 3,
          "isPrimaryArc": false,
          "parentBeatType": {
            "name": "Development",
            "slug": "development",
            "status": "active",
            "canonId": "019dd9b8-0332-7008-b3aa-11b0840a57b1",
            "version": 1,
            "description": "The middle stretch in arcs that have one. Often where length problems creep in."
          },
          "alignedBlockIds": null,
          "matchConfidence": 65
        }
      ],
      "loops": [
        {
          "to": 15,
          "from": 8,
          "loop": {
            "name": "02_pattern_hunter",
            "slug": "02-pattern-hunter",
            "status": "active",
            "bestFor": "Time-pressed audiences, building consensus, when data is strong",
            "canonId": "019dd956-6695-771a-be2e-f1748ef041a4",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "Evidence A -> Evidence B -> Evidence C -> Pattern/Conclusion",
            "description": "Group multiple pieces of evidence that together point to a pattern or conclusion",
            "familyLabel": null
          },
          "matchId": "019dd95a-088b-72c8-b7e6-3c04ab30e3cc",
          "evidence": "Eight contiguous slides each surfacing one piece of evidence (resource gaps, 23%, 74%, 88%, 40% supplemental, procurement, IP) building to the conclusion",
          "position": 3,
          "objective": "Accumulate evidence across S/D/P showing OER barriers exist",
          "confidence": 78,
          "extraction": {
            "at": "2026-04-29 13:07:29.689431+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          }
        }
      ],
      "locked": true
    },
    {
      "page": 11,
      "type": "analysis",
      "title": "The slide uses a stacked bar chart to segment awareness levels across different educator roles.",
      "function": "diagnose",
      "rawType": "diagnosis",
      "block": null,
      "metadata": {
        "slideType": "diagnosis",
        "slideTypeCanon": {
          "name": "Diagnosis",
          "slug": "diagnosis",
          "status": "active",
          "canonId": "019de52d-0cd7-7212-898f-0464041ff8d8",
          "version": 1,
          "description": null
        },
        "function": "diagnose",
        "functionCanon": {
          "name": "Diagnose",
          "slug": "diagnose",
          "status": "active",
          "canonId": "019de52d-1657-7223-acc5-7437d878c850",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 68,
        "componentCount": 7,
        "textChars": 782,
        "nDataPoints": 12,
        "notes": "The slide uses a stacked bar chart to segment awareness levels across different educator roles.",
        "elementsJson": [
          "headline_text",
          "bar_chart_stacked",
          "bullet_list"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:41:52.65+00",
          "seconds": 3.151,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-c3d1e73103c8/11",
        "deck": "/decks/019dd923-5ca1-7489-b634-c3d1e73103c8",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-c3d1e73103c8#slide-11",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-c3d1e73103c8.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "74% of non-users report either lack of awareness or knowledge on how to use OER as primary adoption barriers",
          "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 12:46:11+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-acb5-76f0-a0b3-ab35991c20de",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.5,
            "w": 0.4,
            "x": 0.05,
            "y": 0.3
          },
          "kind": "chart",
          "text": "Are you aware of Open Educational Resources? (K-12 educators, n = 377)",
          "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": "Stacked bar chart",
              "slug": "bar-stacked",
              "status": "active",
              "canonId": "019de52c-feec-74bf-9028-15b74f84f0a7",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bar-stacked",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:41:52.65+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "bbe85f57-8619-4102-9e29-7ba5a6526757",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.5,
            "w": 0.4,
            "x": 0.55,
            "y": 0.3
          },
          "kind": "list",
          "text": "50%+ of users reported themselves as only \"somewhat aware\" of OER. Survey respondent: \"More information about how OER could be integrated into the class is needed...\" 74% of non-users report either lack of awareness or knowledge on how to use OER as primary adoption barriers.",
          "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 19:41:52.65+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "3762f9fe-d9bf-4a38-96c2-20b0714a6667",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "Awareness level: 50%",
          "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 12:46:11+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-acb5-76f0-a0b3-b03e41433263",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "quote",
          "text": "More information about how OER could be integrated into the class is needed. I am not totally aware of all that is available and would perhaps use OER more if I was more informed",
          "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 12:46:11+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-acb5-76f0-a0b3-ae23bb0ff938",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.2,
            "x": 0.05,
            "y": 0.95
          },
          "kind": "source-note",
          "text": "Source: BCG Survey and Analysis",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:41:52.65+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "d254b0a6-2751-416c-b18c-24bf0ede14d6",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.1,
            "w": 0.9,
            "x": 0.05,
            "y": 0.05
          },
          "kind": "title",
          "text": "While general awareness of OER is >50%, K – 12 educators not sure how to fully use in the classroom",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Action title",
              "slug": "action-title",
              "status": "active",
              "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "action-title",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:41:52.65+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "e023d833-3bcd-4bc3-86c8-0d4917089600",
          "parentComponentId": null
        }
      ],
      "metrics": [
        {
          "metricRaw": "Awareness level",
          "numberRaw": "50%",
          "numberKind": "percent",
          "actionTitle": "While general awareness of OER is >50%, K – 12 educators not sure how to fully use in the classroom",
          "calloutText": "74% of non-users report either lack of awareness or knowledge on how to use OER as primary adoption barriers",
          "numberScale": null,
          "numberValue": 50,
          "metricFamily": "other",
          "numberCurrency": null
        }
      ],
      "tools": [
        {
          "tool": {
            "name": "Action Titles",
            "slug": "action-titles",
            "status": "active",
            "bestFor": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
            "canonId": "019dd956-ac70-700b-a608-ba58e78f5dcc",
            "version": 1,
            "bodyDocId": "816dad3c-9983-41c1-a86e-978ebd582841",
            "description": "The McKinsey-bred discipline of writing every slide title as a complete declarative sentence with a verb and an insight, not a topic label. Each title is a sub-claim that ladders up to the deck's governing thought; read in sequence, the titles reconstruct the executive summary.",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Architect",
          "layer": "slide",
          "agents": [
            "Architect"
          ],
          "matchId": "019dd95a-1474-7621-ae43-c15c738e396f",
          "evidence": "Title contrasts >50% awareness with usage gap",
          "pageRefs": null,
          "priority": "Core",
          "whenToUse": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
          "confidence": 85,
          "extraction": {
            "at": "2026-04-29 13:07:32.727482+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 11,
          "whyItWorks": "Solves two failure modes at once. (1) The buried claim: action titles place the conclusion on the page before any analysis is read, so a busy reader doesn't reverse-engineer it from the chart. (2) The spineless deck: because each title is a claim, slides have to ladder up to the governing thought; logical gaps become visible as topic-shaped titles in a sequence that no longer reads as a story.",
          "antipattern": "Topic labels disguised as titles — Volume by quarter, Key findings, Pricing strategy, Margins have been impacted. No verb, or a passive verb with no agent, or a fact (Revenue grew 12%) without the so-what. Also: titles that overreach the chart's evidence, multi-claim X-grew-but-Y-fell welded titles, and mechanical repetition of the same X-drove-Y template across the deck.",
          "cardinality": null,
          "narrativePurpose": "Forces the deck to carry its argument in the title bar so a senior reader can extract the recommendation without opening a single slide; converts a binder of topics into a navigable pyramid where every slide is a node defending the apex."
        },
        {
          "tool": {
            "name": "Concrete Language",
            "slug": "concrete-language",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-bcd4-7398-9723-6aa72346170b",
            "version": 1,
            "bodyDocId": null,
            "description": "Using specific sensory details instead of abstract terms",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Storyteller",
          "layer": "slide",
          "agents": [
            "Storyteller"
          ],
          "matchId": "019dd95a-1474-7621-ae43-c58615e21f5a",
          "evidence": "Callout: '74% of non-users report lack of awareness or knowledge'",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 80,
          "extraction": {
            "at": "2026-04-29 13:07:32.727482+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 11,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "frameworks": [
        {
          "matchId": "2b93c9f6-a21c-4ed8-a475-0e23ff415a10",
          "evidence": "The slide identifies a problem (lack of usage) and provides data-driven evidence to diagnose the root cause (lack of awareness/knowledge).",
          "framework": null,
          "confidence": 0.8,
          "extraction": {
            "at": "2026-05-02 19:41:52.65+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 11,
          "frameworkName": "diagnostic-test"
        }
      ],
      "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": "Solution & Approach",
          "beatId": "019dd95a-0702-74a3-87de-b815e4c82c29",
          "matchId": "019dd95a-0543-7581-99ae-96d6ab9d65a4",
          "beatType": {
            "name": "Solution & Approach",
            "slug": "consultants-gambit-solution-approach",
            "status": "active",
            "canonId": "019dd9b8-071c-7161-9184-580fdac7a4f9",
            "version": 1,
            "description": null
          },
          "evidence": "Supply/demand diagnostic across resources, quality, awareness, usage",
          "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": 75
        },
        {
          "to": 13,
          "arc": {
            "name": "The Onion",
            "slug": "onion",
            "status": "active",
            "bestFor": "Root cause analysis, diagnostics",
            "canonId": "019dd956-627f-76b1-b286-0c575846d572",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Surface Observation -> First Layer -> Deeper Layer -> Core Insight -> Implications",
            "description": null,
            "familyLabel": null
          },
          "from": 10,
          "name": "Deeper Layer",
          "beatId": "019dd95a-0702-74a3-87de-cfc417f9fb2d",
          "matchId": "019dd95a-0543-7581-99ae-9acc7dca2f1d",
          "beatType": {
            "name": "Deeper Layer",
            "slug": "onion-deeper-layer",
            "status": "active",
            "canonId": "019dd9b8-0c69-7473-8222-610daa3e4df7",
            "version": 1,
            "description": null
          },
          "evidence": "Demand: discovery, awareness, primary-vs-supplemental gaps",
          "position": 3,
          "isPrimaryArc": false,
          "parentBeatType": {
            "name": "Development",
            "slug": "development",
            "status": "active",
            "canonId": "019dd9b8-0332-7008-b3aa-11b0840a57b1",
            "version": 1,
            "description": "The middle stretch in arcs that have one. Often where length problems creep in."
          },
          "alignedBlockIds": null,
          "matchConfidence": 65
        }
      ],
      "loops": [
        {
          "to": 15,
          "from": 8,
          "loop": {
            "name": "02_pattern_hunter",
            "slug": "02-pattern-hunter",
            "status": "active",
            "bestFor": "Time-pressed audiences, building consensus, when data is strong",
            "canonId": "019dd956-6695-771a-be2e-f1748ef041a4",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "Evidence A -> Evidence B -> Evidence C -> Pattern/Conclusion",
            "description": "Group multiple pieces of evidence that together point to a pattern or conclusion",
            "familyLabel": null
          },
          "matchId": "019dd95a-088b-72c8-b7e6-3c04ab30e3cc",
          "evidence": "Eight contiguous slides each surfacing one piece of evidence (resource gaps, 23%, 74%, 88%, 40% supplemental, procurement, IP) building to the conclusion",
          "position": 3,
          "objective": "Accumulate evidence across S/D/P showing OER barriers exist",
          "confidence": 78,
          "extraction": {
            "at": "2026-04-29 13:07:29.689431+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          }
        }
      ],
      "locked": true
    },
    {
      "page": 12,
      "type": "analysis",
      "title": "The slide highlights a disconnect between institutional leadership awareness and faculty-level knowledge.",
      "function": "diagnose",
      "rawType": "diagnosis",
      "block": null,
      "metadata": {
        "slideType": "diagnosis",
        "slideTypeCanon": {
          "name": "Diagnosis",
          "slug": "diagnosis",
          "status": "active",
          "canonId": "019de52d-0cd7-7212-898f-0464041ff8d8",
          "version": 1,
          "description": null
        },
        "function": "diagnose",
        "functionCanon": {
          "name": "Diagnose",
          "slug": "diagnose",
          "status": "active",
          "canonId": "019de52d-1657-7223-acc5-7437d878c850",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 65,
        "componentCount": 7,
        "textChars": 717,
        "nDataPoints": 4,
        "notes": "The slide highlights a disconnect between institutional leadership awareness and faculty-level knowledge.",
        "elementsJson": [
          "headline_text",
          "bar_chart_stacked",
          "bullet_list",
          "quote_block"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:41:51.985+00",
          "seconds": 2.304,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-c3d1e73103c8/12",
        "deck": "/decks/019dd923-5ca1-7489-b634-c3d1e73103c8",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-c3d1e73103c8#slide-12",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-c3d1e73103c8.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "Most interviewees were not aware of OER",
          "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 12:46:10+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-acb5-76f0-a0b3-6a0d37470f05",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.4,
            "w": 0.25,
            "x": 0.13,
            "y": 0.435
          },
          "kind": "chart",
          "text": "Babson OER awareness survey for universities and colleges, 2011 (n = 2,500+ higher ed academic leaders)",
          "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": "Stacked bar chart",
              "slug": "bar-stacked",
              "status": "active",
              "canonId": "019de52c-feec-74bf-9028-15b74f84f0a7",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bar-stacked",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:41:51.985+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "5a18a20a-97f4-449b-b761-621db7551e47",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.2,
            "w": 0.35,
            "x": 0.55,
            "y": 0.31
          },
          "kind": "list",
          "text": "Most interviewees were not aware of OER; Aware respondents unable to recognize major OER providers; Professor and Chair of Department: \"I am using some online open resources but I didn't know that I could find open textbooks\"",
          "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 19:41:51.985+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "bbafb700-6c57-4172-9768-57d045dbc0f9",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "OER awareness: 88%",
          "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 12:46:10+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-acb5-76f0-a0b3-7268caf6ab3b",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "quote",
          "text": "Professor and Chair of Department: \"I am using some online open resources but I didn't know that I could find open textbooks\"",
          "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 12:46:10+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-acb5-76f0-a0b3-6d5548b1bbef",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.5,
            "x": 0.05,
            "y": 0.95
          },
          "kind": "source-note",
          "text": "Source: Babson Survey Research Group, Going the Distance - Online Education in the United States, 2011;",
          "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 19:41:51.985+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "23c2f205-f73e-4987-abed-2e00c387fbc1",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.1,
            "w": 0.9,
            "x": 0.05,
            "y": 0.05
          },
          "kind": "title",
          "text": "In higher education, while awareness among academic officers high, many professors remain unaware of OER",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Action title",
              "slug": "action-title",
              "status": "active",
              "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "action-title",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:41:51.985+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "a0b034af-9435-412a-ac22-dab8174fcba1",
          "parentComponentId": null
        }
      ],
      "metrics": [
        {
          "metricRaw": "OER awareness",
          "numberRaw": "88%",
          "numberKind": "percent",
          "actionTitle": "In higher education, while awareness among academic officers high, many professors remain unaware of OER",
          "calloutText": "Most interviewees were not aware of OER",
          "numberScale": null,
          "numberValue": 88,
          "metricFamily": "other",
          "numberCurrency": null
        }
      ],
      "tools": [
        {
          "tool": {
            "name": "Action Titles",
            "slug": "action-titles",
            "status": "active",
            "bestFor": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
            "canonId": "019dd956-ac70-700b-a608-ba58e78f5dcc",
            "version": 1,
            "bodyDocId": "816dad3c-9983-41c1-a86e-978ebd582841",
            "description": "The McKinsey-bred discipline of writing every slide title as a complete declarative sentence with a verb and an insight, not a topic label. Each title is a sub-claim that ladders up to the deck's governing thought; read in sequence, the titles reconstruct the executive summary.",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Architect",
          "layer": "slide",
          "agents": [
            "Architect"
          ],
          "matchId": "019dd95a-1474-7621-ae43-c8d0dad1aff9",
          "evidence": "'In higher education, while awareness among academic officers high, many professors remain unaware'",
          "pageRefs": null,
          "priority": "Core",
          "whenToUse": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
          "confidence": 85,
          "extraction": {
            "at": "2026-04-29 13:07:32.727482+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 12,
          "whyItWorks": "Solves two failure modes at once. (1) The buried claim: action titles place the conclusion on the page before any analysis is read, so a busy reader doesn't reverse-engineer it from the chart. (2) The spineless deck: because each title is a claim, slides have to ladder up to the governing thought; logical gaps become visible as topic-shaped titles in a sequence that no longer reads as a story.",
          "antipattern": "Topic labels disguised as titles — Volume by quarter, Key findings, Pricing strategy, Margins have been impacted. No verb, or a passive verb with no agent, or a fact (Revenue grew 12%) without the so-what. Also: titles that overreach the chart's evidence, multi-claim X-grew-but-Y-fell welded titles, and mechanical repetition of the same X-drove-Y template across the deck.",
          "cardinality": null,
          "narrativePurpose": "Forces the deck to carry its argument in the title bar so a senior reader can extract the recommendation without opening a single slide; converts a binder of topics into a navigable pyramid where every slide is a node defending the apex."
        },
        {
          "tool": {
            "name": "Audience Segmentation",
            "slug": "audience-segmentation",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-8079-7046-8e6b-ecdf1bf15590",
            "version": 1,
            "bodyDocId": null,
            "description": "Grouping audience by attitude toward your message: Champions, Neutrals, Skeptics",
            "familyLabel": null,
            "categoryName": "Block",
            "categorySlug": "block"
          },
          "agent": "Storyteller",
          "layer": "slide",
          "agents": [
            "Storyteller"
          ],
          "matchId": "50656dbb-c9d0-494f-8b33-342ee01aacbb",
          "evidence": "Most interviewees were not aware of OER; Aware respondents unable to recognize major OER providers",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.6,
          "extraction": {
            "at": "2026-07-16 21:04:46.270282+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 12,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "Concrete Language",
            "slug": "concrete-language",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-bcd4-7398-9723-6aa72346170b",
            "version": 1,
            "bodyDocId": null,
            "description": "Using specific sensory details instead of abstract terms",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Storyteller",
          "layer": "slide",
          "agents": [
            "Storyteller"
          ],
          "matchId": "019dd95a-1474-7621-ae43-ce61c19f5ec9",
          "evidence": "Anchored by 88% data point",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 75,
          "extraction": {
            "at": "2026-04-29 13:07:32.727482+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 12,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "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": "Solution & Approach",
          "beatId": "019dd95a-0702-74a3-87de-b815e4c82c29",
          "matchId": "019dd95a-0543-7581-99ae-96d6ab9d65a4",
          "beatType": {
            "name": "Solution & Approach",
            "slug": "consultants-gambit-solution-approach",
            "status": "active",
            "canonId": "019dd9b8-071c-7161-9184-580fdac7a4f9",
            "version": 1,
            "description": null
          },
          "evidence": "Supply/demand diagnostic across resources, quality, awareness, usage",
          "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": 75
        },
        {
          "to": 13,
          "arc": {
            "name": "The Onion",
            "slug": "onion",
            "status": "active",
            "bestFor": "Root cause analysis, diagnostics",
            "canonId": "019dd956-627f-76b1-b286-0c575846d572",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Surface Observation -> First Layer -> Deeper Layer -> Core Insight -> Implications",
            "description": null,
            "familyLabel": null
          },
          "from": 10,
          "name": "Deeper Layer",
          "beatId": "019dd95a-0702-74a3-87de-cfc417f9fb2d",
          "matchId": "019dd95a-0543-7581-99ae-9acc7dca2f1d",
          "beatType": {
            "name": "Deeper Layer",
            "slug": "onion-deeper-layer",
            "status": "active",
            "canonId": "019dd9b8-0c69-7473-8222-610daa3e4df7",
            "version": 1,
            "description": null
          },
          "evidence": "Demand: discovery, awareness, primary-vs-supplemental gaps",
          "position": 3,
          "isPrimaryArc": false,
          "parentBeatType": {
            "name": "Development",
            "slug": "development",
            "status": "active",
            "canonId": "019dd9b8-0332-7008-b3aa-11b0840a57b1",
            "version": 1,
            "description": "The middle stretch in arcs that have one. Often where length problems creep in."
          },
          "alignedBlockIds": null,
          "matchConfidence": 65
        }
      ],
      "loops": [
        {
          "to": 15,
          "from": 8,
          "loop": {
            "name": "02_pattern_hunter",
            "slug": "02-pattern-hunter",
            "status": "active",
            "bestFor": "Time-pressed audiences, building consensus, when data is strong",
            "canonId": "019dd956-6695-771a-be2e-f1748ef041a4",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "Evidence A -> Evidence B -> Evidence C -> Pattern/Conclusion",
            "description": "Group multiple pieces of evidence that together point to a pattern or conclusion",
            "familyLabel": null
          },
          "matchId": "019dd95a-088b-72c8-b7e6-3c04ab30e3cc",
          "evidence": "Eight contiguous slides each surfacing one piece of evidence (resource gaps, 23%, 74%, 88%, 40% supplemental, procurement, IP) building to the conclusion",
          "position": 3,
          "objective": "Accumulate evidence across S/D/P showing OER barriers exist",
          "confidence": 78,
          "extraction": {
            "at": "2026-04-29 13:07:29.689431+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          }
        }
      ],
      "locked": true
    },
    {
      "page": 13,
      "type": "analysis",
      "title": "Uses the Rogers Diffusion of Innovations curve to map market adoption.",
      "function": "present_framework",
      "rawType": "industry_trends",
      "block": null,
      "metadata": {
        "slideType": "industry_trends",
        "slideTypeCanon": {
          "name": "Industry trends",
          "slug": "industry_trends",
          "status": "active",
          "canonId": "019de52d-0b1d-7705-a0e0-c663199cd1fa",
          "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": 70,
        "componentCount": 9,
        "textChars": 491,
        "nDataPoints": 6,
        "notes": "Uses the Rogers Diffusion of Innovations curve to map market adoption.",
        "elementsJson": [
          "headline_text",
          "callout_box",
          "other"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:41:52.726+00",
          "seconds": 3.019,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-c3d1e73103c8/13",
        "deck": "/decks/019dd923-5ca1-7489-b634-c3d1e73103c8",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-c3d1e73103c8#slide-13",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-c3d1e73103c8.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.1,
            "w": 0.15,
            "x": 0.57,
            "y": 0.37
          },
          "kind": "callout",
          "text": "Likely where use of OER supplementary material is now",
          "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 19:41:52.726+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "27497a7d-8c22-459b-a2cf-882c061a8566",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.1,
            "w": 0.18,
            "x": 0.12,
            "y": 0.45
          },
          "kind": "callout",
          "text": "Likely where OER primary material is now",
          "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 19:41:52.726+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "af8208c4-5d4e-4777-ba17-973b8a97d7ef",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "callout",
          "text": "BCG survey indicated up to 40% of educators using OER as supplemental, v. ~10% using primary",
          "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 12:46:09+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-acb5-76f0-a0b2-626c168fca11",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.5,
            "w": 0.8,
            "x": 0.08,
            "y": 0.35
          },
          "kind": "chart",
          "text": "Diffusion of innovation curve",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Chart",
              "slug": "chart",
              "status": "active",
              "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8",
              "version": 1,
              "description": "Quantitative chart."
            },
            "tool": null,
            "subkind": {
              "name": "Line chart",
              "slug": "line",
              "status": "active",
              "canonId": "019de52c-ff62-778f-8f6c-a952ceae8677",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "line",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:41:52.726+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "6e52a082-e1fc-4679-b29d-d40300a7588d",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.5,
            "w": 0.8,
            "x": 0.08,
            "y": 0.35
          },
          "kind": "framework",
          "text": "Diffusion of Innovations Curve",
          "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 19:41:52.726+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "fa0c64a5-09c9-47bd-848c-5e7329c81669",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "framework",
          "text": "Technology Adoption Lifecycle",
          "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 12:46:09+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-acb5-76f0-a0b2-69ec58addddb",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "OER adoption rate: 40%",
          "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 12:46:09+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-acb5-76f0-a0b2-67fa67887dcf",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.6,
            "x": 0.19,
            "y": 0.2
          },
          "kind": "paragraph",
          "text": "BCG survey indicated up to 40% of educators using OER as supplemental, v. ~10% using primary¹",
          "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 19:41:52.726+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "39db26f1-939e-4d36-bdb8-0ee0e5af1049",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.1,
            "w": 0.9,
            "x": 0.05,
            "y": 0.05
          },
          "kind": "title",
          "text": "Educator survey indicates that supplemental usage moving into mainstream - but primary material lagging",
          "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 19:41:52.726+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "9a8d4f76-aadf-4041-abdd-426ede44701a",
          "parentComponentId": null
        }
      ],
      "metrics": [
        {
          "metricRaw": "OER adoption rate",
          "numberRaw": "40%",
          "numberKind": "percent",
          "actionTitle": "Educator survey indicates that supplemental usage moving into mainstream - but primary material lagging",
          "calloutText": "BCG survey indicated up to 40% of educators using OER as supplemental, v. ~10% using primary",
          "numberScale": null,
          "numberValue": 40,
          "metricFamily": "share_penetration",
          "numberCurrency": null
        }
      ],
      "tools": [
        {
          "tool": {
            "name": "Action Titles",
            "slug": "action-titles",
            "status": "active",
            "bestFor": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
            "canonId": "019dd956-ac70-700b-a608-ba58e78f5dcc",
            "version": 1,
            "bodyDocId": "816dad3c-9983-41c1-a86e-978ebd582841",
            "description": "The McKinsey-bred discipline of writing every slide title as a complete declarative sentence with a verb and an insight, not a topic label. Each title is a sub-claim that ladders up to the deck's governing thought; read in sequence, the titles reconstruct the executive summary.",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Architect",
          "layer": "slide",
          "agents": [
            "Architect"
          ],
          "matchId": "019dd95a-1474-7621-ae43-d2a1bb421cec",
          "evidence": "'Educator survey indicates supplemental usage moving into mainstream but primary material lagging'",
          "pageRefs": null,
          "priority": "Core",
          "whenToUse": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
          "confidence": 85,
          "extraction": {
            "at": "2026-04-29 13:07:32.727482+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 13,
          "whyItWorks": "Solves two failure modes at once. (1) The buried claim: action titles place the conclusion on the page before any analysis is read, so a busy reader doesn't reverse-engineer it from the chart. (2) The spineless deck: because each title is a claim, slides have to ladder up to the governing thought; logical gaps become visible as topic-shaped titles in a sequence that no longer reads as a story.",
          "antipattern": "Topic labels disguised as titles — Volume by quarter, Key findings, Pricing strategy, Margins have been impacted. No verb, or a passive verb with no agent, or a fact (Revenue grew 12%) without the so-what. Also: titles that overreach the chart's evidence, multi-claim X-grew-but-Y-fell welded titles, and mechanical repetition of the same X-drove-Y template across the deck.",
          "cardinality": null,
          "narrativePurpose": "Forces the deck to carry its argument in the title bar so a senior reader can extract the recommendation without opening a single slide; converts a binder of topics into a navigable pyramid where every slide is a node defending the apex."
        },
        {
          "tool": {
            "name": "Annotation",
            "slug": "annotation",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-b5b9-7668-bf0e-3af99823ec5c",
            "version": 1,
            "bodyDocId": null,
            "description": "Adding explanatory labels to highlight key data points",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Designer",
          "layer": "slide",
          "agents": [
            "Designer"
          ],
          "matchId": "019dd95a-1474-7621-ae43-dfcf4b9649b4",
          "evidence": "Two callout boxes locate primary vs supplemental on the curve",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 85,
          "extraction": {
            "at": "2026-04-29 13:07:32.727482+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 13,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "Credibility Transfer",
            "slug": "credibility-transfer",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-bd34-759a-8e3b-2f14b571a2a1",
            "version": 1,
            "bodyDocId": null,
            "description": "Borrowing authority from trusted sources or vivid details",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Storyteller",
          "layer": "slide",
          "agents": [
            "Storyteller"
          ],
          "matchId": "019dd95a-1474-7621-ae43-d9f95cbc33d8",
          "evidence": "Borrows authority of the canonical adoption-lifecycle bell curve",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 75,
          "extraction": {
            "at": "2026-04-29 13:07:32.727482+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 13,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "Metaphor & Analogy",
            "slug": "metaphor-analogy",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-adea-7729-bca1-70810d6238a9",
            "version": 1,
            "bodyDocId": null,
            "description": "Making abstract concepts concrete through familiar comparisons",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Storyteller",
          "layer": "slide",
          "agents": [
            "Storyteller"
          ],
          "matchId": "019dd95a-1474-7621-ae43-d4bacbcfc22e",
          "evidence": "Maps OER usage onto innovator/early-majority/laggard curve",
          "pageRefs": null,
          "priority": "Core",
          "whenToUse": null,
          "confidence": 85,
          "extraction": {
            "at": "2026-04-29 13:07:32.727482+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 13,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "frameworks": [
        {
          "matchId": "a8c5934e-2819-4761-b095-48550f1639d9",
          "evidence": "Standard bell curve showing adoption segments (Innovators, Early Adopters, etc.)",
          "framework": null,
          "confidence": 1,
          "extraction": {
            "at": "2026-05-02 19:41:52.726+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 13,
          "frameworkName": "diffusion-of-innovations"
        },
        {
          "matchId": "019dd95a-1ca6-71be-9e59-431173b7a99f",
          "evidence": "Bell curve labelled Innovators 2.5% / Early adopters 13.5% / Early majority 34% / Late majority 34% / Laggards 16%",
          "framework": null,
          "confidence": 90,
          "extraction": {
            "at": "2026-04-29 13:07:34.826634+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 13,
          "frameworkName": "Technology Adoption Lifecycle"
        }
      ],
      "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": "Solution & Approach",
          "beatId": "019dd95a-0702-74a3-87de-b815e4c82c29",
          "matchId": "019dd95a-0543-7581-99ae-96d6ab9d65a4",
          "beatType": {
            "name": "Solution & Approach",
            "slug": "consultants-gambit-solution-approach",
            "status": "active",
            "canonId": "019dd9b8-071c-7161-9184-580fdac7a4f9",
            "version": 1,
            "description": null
          },
          "evidence": "Supply/demand diagnostic across resources, quality, awareness, usage",
          "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": 75
        },
        {
          "to": 13,
          "arc": {
            "name": "The Onion",
            "slug": "onion",
            "status": "active",
            "bestFor": "Root cause analysis, diagnostics",
            "canonId": "019dd956-627f-76b1-b286-0c575846d572",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Surface Observation -> First Layer -> Deeper Layer -> Core Insight -> Implications",
            "description": null,
            "familyLabel": null
          },
          "from": 10,
          "name": "Deeper Layer",
          "beatId": "019dd95a-0702-74a3-87de-cfc417f9fb2d",
          "matchId": "019dd95a-0543-7581-99ae-9acc7dca2f1d",
          "beatType": {
            "name": "Deeper Layer",
            "slug": "onion-deeper-layer",
            "status": "active",
            "canonId": "019dd9b8-0c69-7473-8222-610daa3e4df7",
            "version": 1,
            "description": null
          },
          "evidence": "Demand: discovery, awareness, primary-vs-supplemental gaps",
          "position": 3,
          "isPrimaryArc": false,
          "parentBeatType": {
            "name": "Development",
            "slug": "development",
            "status": "active",
            "canonId": "019dd9b8-0332-7008-b3aa-11b0840a57b1",
            "version": 1,
            "description": "The middle stretch in arcs that have one. Often where length problems creep in."
          },
          "alignedBlockIds": null,
          "matchConfidence": 65
        }
      ],
      "loops": [
        {
          "to": 15,
          "from": 8,
          "loop": {
            "name": "02_pattern_hunter",
            "slug": "02-pattern-hunter",
            "status": "active",
            "bestFor": "Time-pressed audiences, building consensus, when data is strong",
            "canonId": "019dd956-6695-771a-be2e-f1748ef041a4",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "Evidence A -> Evidence B -> Evidence C -> Pattern/Conclusion",
            "description": "Group multiple pieces of evidence that together point to a pattern or conclusion",
            "familyLabel": null
          },
          "matchId": "019dd95a-088b-72c8-b7e6-3c04ab30e3cc",
          "evidence": "Eight contiguous slides each surfacing one piece of evidence (resource gaps, 23%, 74%, 88%, 40% supplemental, procurement, IP) building to the conclusion",
          "position": 3,
          "objective": "Accumulate evidence across S/D/P showing OER barriers exist",
          "confidence": 78,
          "extraction": {
            "at": "2026-04-29 13:07:29.689431+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          }
        }
      ],
      "locked": true
    },
    {
      "page": 14,
      "type": "analysis",
      "title": "The slide uses a 'problem statement' structure with supporting testimonials.",
      "function": "diagnose",
      "rawType": "pain_points",
      "block": null,
      "metadata": {
        "slideType": "pain_points",
        "slideTypeCanon": {
          "name": "Pain points",
          "slug": "pain_points",
          "status": "active",
          "canonId": "019de52d-08a0-761d-a14f-1dbc5e447381",
          "version": 1,
          "description": null
        },
        "function": "diagnose",
        "functionCanon": {
          "name": "Diagnose",
          "slug": "diagnose",
          "status": "active",
          "canonId": "019de52d-1657-7223-acc5-7437d878c850",
          "version": 1,
          "description": null
        },
        "density": "overcrowded",
        "densityScore": 82,
        "componentCount": 10,
        "textChars": 1205,
        "nDataPoints": 0,
        "notes": "The slide uses a 'problem statement' structure with supporting testimonials.",
        "elementsJson": [
          "headline_text",
          "bullet_list",
          "quote_block",
          "footnote"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:41:55.058+00",
          "seconds": 5.348,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-c3d1e73103c8/14",
        "deck": "/decks/019dd923-5ca1-7489-b634-c3d1e73103c8",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-c3d1e73103c8#slide-14",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-c3d1e73103c8.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.6,
            "w": 0.4,
            "x": 0.04,
            "y": 0.18
          },
          "kind": "list",
          "text": "Some states have policies in place that favor physical textbooks; Long RFP processes make it difficult for OER to even be considered; Districts fear losing funding; Need to overcome inertia and cultural preference.",
          "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 19:41:55.058+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "b8a5c68e-9661-4c8d-a403-ef0bae636c04",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.12,
            "w": 0.5,
            "x": 0.46,
            "y": 0.75
          },
          "kind": "quote",
          "text": "\"Even at community colleges, the current distribution model favors current publishers—not necessarily in the same way as with districts, but professors do not often exercise their right to choose materials.\"",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Quote",
              "slug": "quote",
              "status": "active",
              "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a",
              "version": 1,
              "description": "Pull quote or testimonial."
            },
            "tool": null,
            "subkind": {
              "name": "Testimonial",
              "slug": "testimonial",
              "status": "active",
              "canonId": "019de52c-fc21-71b6-9ac3-8266a64945e8",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "testimonial",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:41:55.058+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "2b93b4b6-24b3-4b45-9175-70ed76e5010e",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.5,
            "x": 0.46,
            "y": 0.35
          },
          "kind": "quote",
          "text": "\"If OER were asked to go before a committee from reviewers to discuss the content, who would defend it?\"",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Quote",
              "slug": "quote",
              "status": "active",
              "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a",
              "version": 1,
              "description": "Pull quote or testimonial."
            },
            "tool": null,
            "subkind": {
              "name": "Testimonial",
              "slug": "testimonial",
              "status": "active",
              "canonId": "019de52c-fc21-71b6-9ac3-8266a64945e8",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "testimonial",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:41:55.058+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "86ffe815-37cc-4f00-9d9b-fde27f350a0b",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.06,
            "w": 0.5,
            "x": 0.46,
            "y": 0.62
          },
          "kind": "quote",
          "text": "\"K-12 is much more corrupt—backroom deals make it really difficult.\"",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Quote",
              "slug": "quote",
              "status": "active",
              "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a",
              "version": 1,
              "description": "Pull quote or testimonial."
            },
            "tool": null,
            "subkind": {
              "name": "Testimonial",
              "slug": "testimonial",
              "status": "active",
              "canonId": "019de52c-fc21-71b6-9ac3-8266a64945e8",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "testimonial",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:41:55.058+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "96df4a22-90c7-4833-bcbc-b3ed83bff227",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.12,
            "w": 0.5,
            "x": 0.46,
            "y": 0.18
          },
          "kind": "quote",
          "text": "\"When a state goes to say, \"We need a new textbook,\" there's no one [from the OER space] who's able to bid on that RFP. The acquisition model isn't built to accept free.\"",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Quote",
              "slug": "quote",
              "status": "active",
              "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a",
              "version": 1,
              "description": "Pull quote or testimonial."
            },
            "tool": null,
            "subkind": {
              "name": "Testimonial",
              "slug": "testimonial",
              "status": "active",
              "canonId": "019de52c-fc21-71b6-9ac3-8266a64945e8",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "testimonial",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:41:55.058+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "add46f11-444d-4c53-ae03-c6c3f9e7effb",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.5,
            "x": 0.46,
            "y": 0.48
          },
          "kind": "quote",
          "text": "\"Many purchasers fear that if they move to OER, then they could lose the funding they previously had allotted for textbooks.\"",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Quote",
              "slug": "quote",
              "status": "active",
              "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a",
              "version": 1,
              "description": "Pull quote or testimonial."
            },
            "tool": null,
            "subkind": {
              "name": "Testimonial",
              "slug": "testimonial",
              "status": "active",
              "canonId": "019de52c-fc21-71b6-9ac3-8266a64945e8",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "testimonial",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:41:55.058+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "fe93da64-0df4-4258-8e38-7d977974e2a2",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "quote",
          "text": "When a state goes to say, \"We need a new textbook,\" there's no one [from the OER space] who's able to bid on that RFP. The acquisition model isn't built to accept free. —Policy influencer",
          "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 12:46:09+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-acb5-76f0-a0b2-b3ef5acc5bd9",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.15,
            "x": 0.04,
            "y": 0.95
          },
          "kind": "source-note",
          "text": "Source: BCG interviews",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:41:55.058+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "bafb2a4e-4118-4ef4-87c0-d23bf321cc8d",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.5,
            "x": 0.04,
            "y": 0.1
          },
          "kind": "title",
          "text": "Policy changes could spur adoption at K – 12 level",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Action title",
              "slug": "action-title",
              "status": "active",
              "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "action-title",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:41:55.058+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "41395dfd-c7b1-4d93-a67d-83e0de66d811",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.9,
            "x": 0.04,
            "y": 0.05
          },
          "kind": "title",
          "text": "Existing procurement processes favor traditional materials",
          "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 19:41:55.058+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "74a52c16-e062-42ab-a7ef-03fdcdce469a",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "Action Titles",
            "slug": "action-titles",
            "status": "active",
            "bestFor": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
            "canonId": "019dd956-ac70-700b-a608-ba58e78f5dcc",
            "version": 1,
            "bodyDocId": "816dad3c-9983-41c1-a86e-978ebd582841",
            "description": "The McKinsey-bred discipline of writing every slide title as a complete declarative sentence with a verb and an insight, not a topic label. Each title is a sub-claim that ladders up to the deck's governing thought; read in sequence, the titles reconstruct the executive summary.",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Architect",
          "layer": "slide",
          "agents": [
            "Architect"
          ],
          "matchId": "019dd95a-1474-7621-ae43-e35f1c4bf253",
          "evidence": "'Existing procurement processes favor traditional materials' states the barrier",
          "pageRefs": null,
          "priority": "Core",
          "whenToUse": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
          "confidence": 80,
          "extraction": {
            "at": "2026-04-29 13:07:32.727482+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 14,
          "whyItWorks": "Solves two failure modes at once. (1) The buried claim: action titles place the conclusion on the page before any analysis is read, so a busy reader doesn't reverse-engineer it from the chart. (2) The spineless deck: because each title is a claim, slides have to ladder up to the governing thought; logical gaps become visible as topic-shaped titles in a sequence that no longer reads as a story.",
          "antipattern": "Topic labels disguised as titles — Volume by quarter, Key findings, Pricing strategy, Margins have been impacted. No verb, or a passive verb with no agent, or a fact (Revenue grew 12%) without the so-what. Also: titles that overreach the chart's evidence, multi-claim X-grew-but-Y-fell welded titles, and mechanical repetition of the same X-drove-Y template across the deck.",
          "cardinality": null,
          "narrativePurpose": "Forces the deck to carry its argument in the title bar so a senior reader can extract the recommendation without opening a single slide; converts a binder of topics into a navigable pyramid where every slide is a node defending the apex."
        }
      ],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 15,
          "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": "Evidence & Proof",
          "beatId": "019dd95a-0702-74a3-87de-bcceb047af37",
          "matchId": "019dd95a-0543-7581-99ae-96d6ab9d65a4",
          "beatType": {
            "name": "Evidence & Proof",
            "slug": "consultants-gambit-evidence-proof",
            "status": "active",
            "canonId": "019dd9b8-07b1-7688-8e1e-7637fec3802a",
            "version": 1,
            "description": null
          },
          "evidence": "Policy barriers: procurement bias and IP ambiguity as final evidence",
          "position": 4,
          "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": 75
        },
        {
          "to": 15,
          "arc": {
            "name": "The Onion",
            "slug": "onion",
            "status": "active",
            "bestFor": "Root cause analysis, diagnostics",
            "canonId": "019dd956-627f-76b1-b286-0c575846d572",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Surface Observation -> First Layer -> Deeper Layer -> Core Insight -> Implications",
            "description": null,
            "familyLabel": null
          },
          "from": 14,
          "name": "Core Insight",
          "beatId": "019dd95a-0702-74a3-87de-d041f94b3a82",
          "matchId": "019dd95a-0543-7581-99ae-9acc7dca2f1d",
          "beatType": {
            "name": "Core Insight",
            "slug": "onion-core-insight",
            "status": "active",
            "canonId": "019dd9b8-0d41-766a-8ad4-4ba6c6e72446",
            "version": 1,
            "description": null
          },
          "evidence": "Policy: procurement bias and IP ambiguity as root barriers",
          "position": 4,
          "isPrimaryArc": false,
          "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": 65
        }
      ],
      "loops": [
        {
          "to": 15,
          "from": 8,
          "loop": {
            "name": "02_pattern_hunter",
            "slug": "02-pattern-hunter",
            "status": "active",
            "bestFor": "Time-pressed audiences, building consensus, when data is strong",
            "canonId": "019dd956-6695-771a-be2e-f1748ef041a4",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "Evidence A -> Evidence B -> Evidence C -> Pattern/Conclusion",
            "description": "Group multiple pieces of evidence that together point to a pattern or conclusion",
            "familyLabel": null
          },
          "matchId": "019dd95a-088b-72c8-b7e6-3c04ab30e3cc",
          "evidence": "Eight contiguous slides each surfacing one piece of evidence (resource gaps, 23%, 74%, 88%, 40% supplemental, procurement, IP) building to the conclusion",
          "position": 3,
          "objective": "Accumulate evidence across S/D/P showing OER barriers exist",
          "confidence": 78,
          "extraction": {
            "at": "2026-04-29 13:07:29.689431+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          }
        }
      ],
      "locked": true
    },
    {
      "page": 15,
      "type": "tension",
      "title": "The slide uses expert quotes to illustrate the confusion and provides specific examples of state policies (Utah, Virginia) that have failed to fully resolve the",
      "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": "overcrowded",
        "densityScore": 80,
        "componentCount": 9,
        "textChars": 1415,
        "nDataPoints": 0,
        "notes": "The slide uses expert quotes to illustrate the confusion and provides specific examples of state policies (Utah, Virginia) that have failed to fully resolve the issue.",
        "elementsJson": [
          "headline_text",
          "bullet_list",
          "quote_block"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:41:58.629+00",
          "seconds": 8.811,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-c3d1e73103c8/15",
        "deck": "/decks/019dd923-5ca1-7489-b634-c3d1e73103c8",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-c3d1e73103c8#slide-15",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-c3d1e73103c8.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.25,
            "w": 0.41,
            "x": 0.54,
            "y": 0.32
          },
          "kind": "list",
          "text": "Utah passed policy in 2009 around teacher ability to cede to the commons. Utah State Education Board allowed teachers to license educational materials under a Creative Commons license. However, according to some, Utah's law merely aspirational, does not have a binding effect.",
          "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 19:41:58.629+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "b9ef70ec-653e-4c55-acdd-655c9ed051e3",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.41,
            "x": 0.54,
            "y": 0.6
          },
          "kind": "paragraph",
          "text": "Virginia passed HB 1941 in 2009 directing the development of a state IP policy, but unclear if further policy followed. Tracking policies would involve either going district-by-district or working through teacher unions",
          "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 19:41:58.629+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "86533563-7169-425c-a782-f360c7e7bc4c",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.18,
            "w": 0.43,
            "x": 0.05,
            "y": 0.33
          },
          "kind": "quote",
          "text": "\"It's unclear on who owns IP, but the answer I often get is that teachers are public employees (not of the state but of the local school district)—so the district owns the IP unless it's been specifically negotiated.\" —Policy influencer",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Quote",
              "slug": "quote",
              "status": "active",
              "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a",
              "version": 1,
              "description": "Pull quote or testimonial."
            },
            "tool": null,
            "subkind": {
              "name": "Testimonial",
              "slug": "testimonial",
              "status": "active",
              "canonId": "019de52c-fc21-71b6-9ac3-8266a64945e8",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "testimonial",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:41:58.629+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "1fda18d5-5bb2-4983-8818-745476748bfb",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.43,
            "x": 0.05,
            "y": 0.56
          },
          "kind": "quote",
          "text": "\"I found that teachers were reluctant to sign waivers to provide material as OER, since they didn't think they were actually permitted to share through Creative Commons.\" —Educator and policy influencer",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Quote",
              "slug": "quote",
              "status": "active",
              "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a",
              "version": 1,
              "description": "Pull quote or testimonial."
            },
            "tool": null,
            "subkind": {
              "name": "Testimonial",
              "slug": "testimonial",
              "status": "active",
              "canonId": "019de52c-fc21-71b6-9ac3-8266a64945e8",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "testimonial",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:41:58.629+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "c96fb165-d4af-46f1-80cb-a32ea4049f53",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "quote",
          "text": "It's unclear on who owns IP, but the answer I often get is that teachers are public employees (not of the state but of the local school district)—so the district owns the IP unless it's been specifically negotiated. —Policy influencer",
          "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 12:46:11+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-acb5-76f0-a0b3-c95013adf976",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.25,
            "x": 0.04,
            "y": 0.95
          },
          "kind": "source-note",
          "text": "Source: BCG interviews, OER Policy Registry",
          "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 19:41:58.629+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "e0c25c0f-03a5-4a5c-9c91-ede2dfb44d65",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.06,
            "w": 0.41,
            "x": 0.54,
            "y": 0.23
          },
          "kind": "title",
          "text": "While states are legislating, still unclear if they have the authority",
          "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 19:41:58.629+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "22493efa-f24a-45ee-a362-a5cb6644d054",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.12,
            "w": 0.85,
            "x": 0.04,
            "y": 0.04
          },
          "kind": "title",
          "text": "Lack of clarity around teacher IP complicates ability to create, remix, and share",
          "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 19:41:58.629+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "47a0a415-c5c2-440b-a2a0-7050f256bd92",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.06,
            "w": 0.43,
            "x": 0.05,
            "y": 0.23
          },
          "kind": "title",
          "text": "Experts unclear on who actually owns K-12 teachers' IP",
          "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 19:41:58.629+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "d295edd7-b89b-4c3b-8283-bddb7aa12008",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "Action Titles",
            "slug": "action-titles",
            "status": "active",
            "bestFor": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
            "canonId": "019dd956-ac70-700b-a608-ba58e78f5dcc",
            "version": 1,
            "bodyDocId": "816dad3c-9983-41c1-a86e-978ebd582841",
            "description": "The McKinsey-bred discipline of writing every slide title as a complete declarative sentence with a verb and an insight, not a topic label. Each title is a sub-claim that ladders up to the deck's governing thought; read in sequence, the titles reconstruct the executive summary.",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Architect",
          "layer": "slide",
          "agents": [
            "Architect"
          ],
          "matchId": "019dd95a-1474-7621-ae43-e50734a83243",
          "evidence": "'Lack of clarity around teacher IP complicates ability to create, remix, and share'",
          "pageRefs": null,
          "priority": "Core",
          "whenToUse": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
          "confidence": 80,
          "extraction": {
            "at": "2026-04-29 13:07:32.727482+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 15,
          "whyItWorks": "Solves two failure modes at once. (1) The buried claim: action titles place the conclusion on the page before any analysis is read, so a busy reader doesn't reverse-engineer it from the chart. (2) The spineless deck: because each title is a claim, slides have to ladder up to the governing thought; logical gaps become visible as topic-shaped titles in a sequence that no longer reads as a story.",
          "antipattern": "Topic labels disguised as titles — Volume by quarter, Key findings, Pricing strategy, Margins have been impacted. No verb, or a passive verb with no agent, or a fact (Revenue grew 12%) without the so-what. Also: titles that overreach the chart's evidence, multi-claim X-grew-but-Y-fell welded titles, and mechanical repetition of the same X-drove-Y template across the deck.",
          "cardinality": null,
          "narrativePurpose": "Forces the deck to carry its argument in the title bar so a senior reader can extract the recommendation without opening a single slide; converts a binder of topics into a navigable pyramid where every slide is a node defending the apex."
        }
      ],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 15,
          "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": "Evidence & Proof",
          "beatId": "019dd95a-0702-74a3-87de-bcceb047af37",
          "matchId": "019dd95a-0543-7581-99ae-96d6ab9d65a4",
          "beatType": {
            "name": "Evidence & Proof",
            "slug": "consultants-gambit-evidence-proof",
            "status": "active",
            "canonId": "019dd9b8-07b1-7688-8e1e-7637fec3802a",
            "version": 1,
            "description": null
          },
          "evidence": "Policy barriers: procurement bias and IP ambiguity as final evidence",
          "position": 4,
          "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": 75
        },
        {
          "to": 15,
          "arc": {
            "name": "The Onion",
            "slug": "onion",
            "status": "active",
            "bestFor": "Root cause analysis, diagnostics",
            "canonId": "019dd956-627f-76b1-b286-0c575846d572",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Surface Observation -> First Layer -> Deeper Layer -> Core Insight -> Implications",
            "description": null,
            "familyLabel": null
          },
          "from": 14,
          "name": "Core Insight",
          "beatId": "019dd95a-0702-74a3-87de-d041f94b3a82",
          "matchId": "019dd95a-0543-7581-99ae-9acc7dca2f1d",
          "beatType": {
            "name": "Core Insight",
            "slug": "onion-core-insight",
            "status": "active",
            "canonId": "019dd9b8-0d41-766a-8ad4-4ba6c6e72446",
            "version": 1,
            "description": null
          },
          "evidence": "Policy: procurement bias and IP ambiguity as root barriers",
          "position": 4,
          "isPrimaryArc": false,
          "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": 65
        }
      ],
      "loops": [
        {
          "to": 15,
          "from": 8,
          "loop": {
            "name": "02_pattern_hunter",
            "slug": "02-pattern-hunter",
            "status": "active",
            "bestFor": "Time-pressed audiences, building consensus, when data is strong",
            "canonId": "019dd956-6695-771a-be2e-f1748ef041a4",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "Evidence A -> Evidence B -> Evidence C -> Pattern/Conclusion",
            "description": "Group multiple pieces of evidence that together point to a pattern or conclusion",
            "familyLabel": null
          },
          "matchId": "019dd95a-088b-72c8-b7e6-3c04ab30e3cc",
          "evidence": "Eight contiguous slides each surfacing one piece of evidence (resource gaps, 23%, 74%, 88%, 40% supplemental, procurement, IP) building to the conclusion",
          "position": 3,
          "objective": "Accumulate evidence across S/D/P showing OER barriers exist",
          "confidence": 78,
          "extraction": {
            "at": "2026-04-29 13:07:29.689431+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          }
        }
      ],
      "locked": true
    },
    {
      "page": 16,
      "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": 66,
        "componentCount": 7,
        "textChars": 1096,
        "nDataPoints": 0,
        "notes": null,
        "elementsJson": [
          "bullet_list",
          "paragraph",
          "callout_box"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:41:52.986+00",
          "seconds": 3.125,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-c3d1e73103c8/16",
        "deck": "/decks/019dd923-5ca1-7489-b634-c3d1e73103c8",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-c3d1e73103c8#slide-16",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-c3d1e73103c8.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.15,
            "w": 0.945,
            "x": 0.027,
            "y": 0.712
          },
          "kind": "callout",
          "text": "For more information, please contact BCG’s Education practice:\nJean-Manuel Izaret, izaret.jean.manuel@bcg.com\nJoanne Wilson, Wilson.Joanne@bcg.com",
          "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 19:41:52.986+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "7c700e42-9f08-4969-a6e3-c826a99a1549",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "callout",
          "text": "Tracking a core set of metrics consistently will provide a deeper understanding of the OER ecosystem over time.",
          "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 12:46:10+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-acb5-76f0-a0b2-fda9059f27a4",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.075,
            "w": 0.85,
            "x": 0.06,
            "y": 0.275
          },
          "kind": "list",
          "text": "Key enablers could identify where movement is progressing quickly and where it is lagging\nPotential for lagging metrics to also signal previously unidentified risks to the ecosystem",
          "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 19:41:52.986+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "0a74a3db-26d4-44f2-b45a-d5b8c5c1c8ac",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.11,
            "w": 0.9,
            "x": 0.06,
            "y": 0.5
          },
          "kind": "list",
          "text": "Key metrics and their targets could evolve, particularly along dimensions that are presently tracked through largely qualitative metrics\nWhile perceived quality should be measured over time, direct research on OER’s efficacy would validate this metric while also encouraging adoption",
          "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 19:41:52.986+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "aba25e5b-255d-4034-a22d-c010103701d9",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.075,
            "w": 0.9,
            "x": 0.048,
            "y": 0.415
          },
          "kind": "paragraph",
          "text": "As OER continues to grow, it will remain important to validate quantitative metrics with a broader understanding of OER’s progress and its role in improving learning outcomes and accessibility to educational materials",
          "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 19:41:52.986+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "b3d5b8eb-5468-4dd3-abd8-6285225506be",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.045,
            "w": 0.85,
            "x": 0.048,
            "y": 0.225
          },
          "kind": "paragraph",
          "text": "Tracking a core set of metrics consistently will provide a deeper understanding of the OER ecosystem over time:",
          "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 19:41:52.986+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "eb48faa6-a665-49f3-9207-5d70880a3af8",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.035,
            "w": 0.475,
            "x": 0.048,
            "y": 0.088
          },
          "kind": "title",
          "text": "Further considerations as the ecosystem evolves",
          "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 19:41:52.986+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "b67b97a4-9136-4e54-af8b-7897f8fec569",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "Action Titles",
            "slug": "action-titles",
            "status": "active",
            "bestFor": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
            "canonId": "019dd956-ac70-700b-a608-ba58e78f5dcc",
            "version": 1,
            "bodyDocId": "816dad3c-9983-41c1-a86e-978ebd582841",
            "description": "The McKinsey-bred discipline of writing every slide title as a complete declarative sentence with a verb and an insight, not a topic label. Each title is a sub-claim that ladders up to the deck's governing thought; read in sequence, the titles reconstruct the executive summary.",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Architect",
          "layer": "slide",
          "agents": [
            "Architect"
          ],
          "matchId": "019dd95a-1474-7621-ae43-e9046713dd0f",
          "evidence": "Title is generic ('Further considerations...') weak action title",
          "pageRefs": null,
          "priority": "Core",
          "whenToUse": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
          "confidence": 55,
          "extraction": {
            "at": "2026-04-29 13:07:32.727482+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 16,
          "whyItWorks": "Solves two failure modes at once. (1) The buried claim: action titles place the conclusion on the page before any analysis is read, so a busy reader doesn't reverse-engineer it from the chart. (2) The spineless deck: because each title is a claim, slides have to ladder up to the governing thought; logical gaps become visible as topic-shaped titles in a sequence that no longer reads as a story.",
          "antipattern": "Topic labels disguised as titles — Volume by quarter, Key findings, Pricing strategy, Margins have been impacted. No verb, or a passive verb with no agent, or a fact (Revenue grew 12%) without the so-what. Also: titles that overreach the chart's evidence, multi-claim X-grew-but-Y-fell welded titles, and mechanical repetition of the same X-drove-Y template across the deck.",
          "cardinality": null,
          "narrativePurpose": "Forces the deck to carry its argument in the title bar so a senior reader can extract the recommendation without opening a single slide; converts a binder of topics into a navigable pyramid where every slide is a node defending the apex."
        },
        {
          "tool": {
            "name": "Closing Techniques",
            "slug": "closing-techniques",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-af13-774b-a4fd-7db0a3a88d51",
            "version": 1,
            "bodyDocId": null,
            "description": "Strong endings: Callback, challenge, vision, clear CTA, memorable line",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Storyteller",
          "layer": "slide",
          "agents": [
            "Storyteller"
          ],
          "matchId": "019dd95a-1474-7621-ae43-ece7cdcad571",
          "evidence": "Closes deck with CTA to track metrics + contact details for BCG education practice",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 75,
          "extraction": {
            "at": "2026-04-29 13:07:32.727482+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 16,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "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": 16,
          "name": "Impact & Next Steps",
          "beatId": "019dd95a-0702-74a3-87de-c22ffdf1b18f",
          "matchId": "019dd95a-0543-7581-99ae-96d6ab9d65a4",
          "beatType": {
            "name": "Impact & Next Steps",
            "slug": "consultants-gambit-impact-next-steps",
            "status": "active",
            "canonId": "019dd9b8-0849-7728-9ee9-fd1609c4c655",
            "version": 1,
            "description": null
          },
          "evidence": "Tracking core metrics consistently as path forward",
          "position": 5,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Resolution",
            "slug": "resolution",
            "status": "active",
            "canonId": "019dd9b8-045d-703b-8dd7-e92aba3ba91b",
            "version": 1,
            "description": "How the deck ends. Required in 19/20 arcs. The exception (Sparkline) ends with new bliss which is functionally a resolution."
          },
          "alignedBlockIds": null,
          "matchConfidence": 75
        },
        {
          "to": 16,
          "arc": {
            "name": "The Onion",
            "slug": "onion",
            "status": "active",
            "bestFor": "Root cause analysis, diagnostics",
            "canonId": "019dd956-627f-76b1-b286-0c575846d572",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Surface Observation -> First Layer -> Deeper Layer -> Core Insight -> Implications",
            "description": null,
            "familyLabel": null
          },
          "from": 16,
          "name": "Implications",
          "beatId": "019dd95a-0702-74a3-87de-d763440ea1ac",
          "matchId": "019dd95a-0543-7581-99ae-9acc7dca2f1d",
          "beatType": {
            "name": "Implications",
            "slug": "onion-implications",
            "status": "active",
            "canonId": "019dd9b8-0dda-7730-893d-deaac7e9c295",
            "version": 1,
            "description": null
          },
          "evidence": "Track core metrics over time to monitor ecosystem",
          "position": 5,
          "isPrimaryArc": false,
          "parentBeatType": {
            "name": "Reflection",
            "slug": "reflection",
            "status": "active",
            "canonId": "019dd9b8-0510-73fd-8d00-1c7e45f7bc98",
            "version": 1,
            "description": "The \"so what\" beat. Used by analytical arcs (Triple-take, Onion) and learning arcs (Voyage-return, Tragedy)."
          },
          "alignedBlockIds": null,
          "matchConfidence": 65
        }
      ],
      "loops": [],
      "locked": true
    },
    {
      "page": 17,
      "type": "setup",
      "function": "front_matter",
      "rawType": "disclaimer",
      "block": null,
      "metadata": {
        "slideType": "disclaimer",
        "slideTypeCanon": {
          "name": "Disclaimer",
          "slug": "disclaimer",
          "status": "active",
          "canonId": "019de52d-0801-727b-b98a-5ed095aeee78",
          "version": 1,
          "description": null
        },
        "function": "front_matter",
        "functionCanon": {
          "name": "Front matter",
          "slug": "front_matter",
          "status": "active",
          "canonId": "019de52d-133d-73f0-9e26-201eda96b098",
          "version": 1,
          "description": null
        },
        "density": "balanced",
        "densityScore": 38,
        "componentCount": 2,
        "textChars": 1513,
        "nDataPoints": 0,
        "notes": null,
        "elementsJson": [
          "paragraph"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:41:55.315+00",
          "seconds": 5.441,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-c3d1e73103c8/17",
        "deck": "/decks/019dd923-5ca1-7489-b634-c3d1e73103c8",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-c3d1e73103c8#slide-17",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-c3d1e73103c8.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.65,
            "w": 0.904,
            "x": 0.048,
            "y": 0.225
          },
          "kind": "disclaimer",
          "text": "The materials contained in this presentation are designed for the senior management of the Education Program of the William and Flora Hewlett Foundation (\"the Client\") to identify a specific set of high level metrics to help the Client make the judgment that OER is moving into the mainstream. These materials serve only as the focus for discussion and are incomplete without the accompanying oral commentary and may not be relied on as a stand-alone document. BCG has used public and/or confidential data and assumptions provided to BCG by the Client which BCG has not independently verified. Changes in the underlying data or operating assumptions will clearly impact the analyses and conclusions. Further, BCG has made no undertaking to update these materials after the date hereof notwithstanding that such information may become outdated or inaccurate. No person or entity which is not the Client (\"Third Party\") may, and it is unreasonable for any Third-Party to, rely on these materials for any purpose whatsoever. To the fullest extent permitted by law (and except to the extent otherwise agreed in a signed writing by BCG), BCG shall have no liability whatsoever to any Third-Party, and any Third-Party hereby waives any rights and claims it may, have at any time against BCG with regard to the services, this presentation or other materials, including the accuracy or completeness thereof. Receipt and review of this document shall be deemed agreement with and consideration for the foregoing.",
          "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 19:41:55.315+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "02bd5ce4-be87-46e6-b89f-6da90f907f65",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.042,
            "w": 0.208,
            "x": 0.048,
            "y": 0.088
          },
          "kind": "title",
          "text": "Disclaimer",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:41:55.315+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "8d86f756-5987-44ff-ba7f-5034e7a532f1",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [],
      "loops": [],
      "locked": true
    },
    {
      "page": 18,
      "type": "appendix",
      "function": "appendix",
      "rawType": "appendix",
      "block": null,
      "metadata": {
        "slideType": "appendix",
        "slideTypeCanon": {
          "name": "Appendix",
          "slug": "appendix",
          "status": "active",
          "canonId": "019de52d-0762-71f8-b564-89ab863301cc",
          "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": 0,
        "componentCount": 1,
        "textChars": 8,
        "nDataPoints": 0,
        "notes": null,
        "elementsJson": [
          "section_divider"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:41:51.756+00",
          "seconds": 1.831,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-c3d1e73103c8/18",
        "deck": "/decks/019dd923-5ca1-7489-b634-c3d1e73103c8",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-c3d1e73103c8#slide-18",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-c3d1e73103c8.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.04,
            "w": 0.167,
            "x": 0.047,
            "y": 0.48
          },
          "kind": "title",
          "text": "Appendix",
          "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 19:41:51.756+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "c8e5e5ad-71e0-402d-8f40-b037a6604d60",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [],
      "loops": [],
      "locked": true
    },
    {
      "page": 19,
      "type": "setup",
      "function": "summarize",
      "rawType": "appendix_methodology",
      "block": null,
      "metadata": {
        "slideType": "appendix_methodology",
        "slideTypeCanon": {
          "name": "Appendix methodology",
          "slug": "appendix_methodology",
          "status": "active",
          "canonId": "019de52d-07d9-726c-8599-167f2d2ffaa7",
          "version": 1,
          "description": null
        },
        "function": "summarize",
        "functionCanon": {
          "name": "Summarize",
          "slug": "summarize",
          "status": "active",
          "canonId": "019de52d-1541-704f-b86f-bf7b75056373",
          "version": 1,
          "description": null
        },
        "density": "balanced",
        "densityScore": 33,
        "componentCount": 4,
        "textChars": 450,
        "nDataPoints": 4,
        "notes": null,
        "elementsJson": [
          "headline_text",
          "bullet_list"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:41:53.091+00",
          "seconds": 2.844,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-c3d1e73103c8/19",
        "deck": "/decks/019dd923-5ca1-7489-b634-c3d1e73103c8",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-c3d1e73103c8#slide-19",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-c3d1e73103c8.json"
      },
      "components": [
        {
          "bbox": {
            "x": 0.047,
            "y": 0.233
          },
          "kind": "list",
          "text": "Qualitative interviews: 38 interviews completed; split between experts in supply, demand, and policy (Funders, Content creators, Teachers/Professors, School administrators, Policy experts)",
          "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 19:41:53.091+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "8836db17-125a-49b9-8912-d4b42adf83ff",
          "parentComponentId": null
        },
        {
          "bbox": {
            "x": 0.54,
            "y": 0.233
          },
          "kind": "list",
          "text": "Quantitative survey: Launched Nov 13-20, 2012 by Harris Interactive; 377 qualified responses (308 K-12 teachers, 69 curriculum decision makers/administrators)",
          "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 19:41:53.091+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "b85fdd60-9a3a-4613-bb1c-d2a5d8b290df",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "Sample size: 415",
          "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 12:46:10+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-acb5-76f0-a0b3-3eaf89c66d4c",
          "parentComponentId": null
        },
        {
          "bbox": {
            "x": 0.047,
            "y": 0.038
          },
          "kind": "title",
          "text": "Methodology: Completed nearly 40 interviews and surveyed over 375 teachers and educators",
          "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 19:41:53.091+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "480b311b-5d60-4612-af62-5bdb5c2e8e12",
          "parentComponentId": null
        }
      ],
      "metrics": [
        {
          "metricRaw": "Sample size",
          "numberRaw": "415",
          "numberKind": "plain",
          "actionTitle": "Methodology: Completed nearly 40 interviews and surveyed over 375 teachers and educators",
          "calloutText": null,
          "numberScale": null,
          "numberValue": 415,
          "metricFamily": "survey_sentiment",
          "numberCurrency": null
        }
      ],
      "tools": [
        {
          "tool": {
            "name": "Concrete Language",
            "slug": "concrete-language",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-bcd4-7398-9723-6aa72346170b",
            "version": 1,
            "bodyDocId": null,
            "description": "Using specific sensory details instead of abstract terms",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Storyteller",
          "layer": "slide",
          "agents": [
            "Storyteller"
          ],
          "matchId": "019dd95a-1474-7621-ae43-f1314064d74f",
          "evidence": "Quantifies methodology: 'nearly 40 interviews and surveyed over 375 teachers and educators'",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 85,
          "extraction": {
            "at": "2026-04-29 13:07:32.727482+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 19,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "Credibility Transfer",
            "slug": "credibility-transfer",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-bd34-759a-8e3b-2f14b571a2a1",
            "version": 1,
            "bodyDocId": null,
            "description": "Borrowing authority from trusted sources or vivid details",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Storyteller",
          "layer": "slide",
          "agents": [
            "Storyteller"
          ],
          "matchId": "019dd95a-1474-7621-ae43-f5e20c19bea3",
          "evidence": "Sample-size disclosure builds confidence in the survey conclusions",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 80,
          "extraction": {
            "at": "2026-04-29 13:07:32.727482+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 19,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "List presentation",
            "slug": "list-presentation",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1",
            "version": 1,
            "bodyDocId": null,
            "description": "Bulleted, numbered, or checklist enumerations.",
            "familyLabel": null,
            "categoryName": null,
            "categorySlug": null
          },
          "agent": null,
          "layer": "slide",
          "agents": null,
          "matchId": "596cce8b-e4ae-4a9c-8117-62f3e0b132f6",
          "evidence": "list/bullet: Qualitative interviews: 38 interviews completed; split between experts in supply, demand, and policy (Funders, Content creators, Teachers/Professors, School administrators, Policy experts)",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-07-16 21:05:16.463869+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 19,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": "common",
          "narrativePurpose": null
        }
      ],
      "frameworks": [],
      "arcBeats": [],
      "loops": [
        {
          "to": 23,
          "from": 19,
          "loop": {
            "name": "51_voice_of_customer",
            "slug": "51-voice-of-customer",
            "status": "active",
            "bestFor": "Product strategy, customer experience, market research",
            "canonId": "019dd956-7aaf-750b-950b-af0df38f5266",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "What Customers Say (Verbatim) -> The Pattern Across Voices -> The Insight -> The Response",
            "description": "Let customer quotes and feedback drive the narrative and validate the insight",
            "familyLabel": null
          },
          "matchId": "019dd95a-088b-72c8-b7e6-406038d6e72d",
          "evidence": "Methodology p19 (40 interviews, 375 educators), then bar charts of educator drivers/barriers and educator quotes pp20-23",
          "position": 4,
          "objective": "Use survey verbatims and bar charts to validate ecosystem diagnosis",
          "confidence": 78,
          "extraction": {
            "at": "2026-04-29 13:07:29.689431+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          }
        }
      ],
      "locked": true
    },
    {
      "page": 20,
      "type": "analysis",
      "title": "The slide uses two horizontal bar charts to contrast negative drivers (barriers) and positive drivers (incentives).",
      "function": "diagnose",
      "rawType": "diagnosis",
      "block": null,
      "metadata": {
        "slideType": "diagnosis",
        "slideTypeCanon": {
          "name": "Diagnosis",
          "slug": "diagnosis",
          "status": "active",
          "canonId": "019de52d-0cd7-7212-898f-0464041ff8d8",
          "version": 1,
          "description": null
        },
        "function": "diagnose",
        "functionCanon": {
          "name": "Diagnose",
          "slug": "diagnose",
          "status": "active",
          "canonId": "019de52d-1657-7223-acc5-7437d878c850",
          "version": 1,
          "description": null
        },
        "density": "balanced",
        "densityScore": 36,
        "componentCount": 5,
        "textChars": 310,
        "nDataPoints": 22,
        "notes": "The slide uses two horizontal bar charts to contrast negative drivers (barriers) and positive drivers (incentives).",
        "elementsJson": [
          "headline_text",
          "bar_chart_horizontal",
          "bar_chart_horizontal"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:41:55.855+00",
          "seconds": 5.572,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-c3d1e73103c8/20",
        "deck": "/decks/019dd923-5ca1-7489-b634-c3d1e73103c8",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-c3d1e73103c8#slide-20",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-c3d1e73103c8.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.6,
            "w": 0.45,
            "x": 0.05,
            "y": 0.25
          },
          "kind": "chart",
          "text": "What are the main drivers for not using OER? (non-users, n = 212)",
          "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 19:41:55.855+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "106c5807-4f7d-453d-a4bb-9e8290ba3359",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.6,
            "w": 0.45,
            "x": 0.55,
            "y": 0.25
          },
          "kind": "chart",
          "text": "What, if true, would make you willing to adopt OER? (non-users, n = 212)",
          "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 19:41:55.855+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "c72da7aa-8ea4-40d1-b8f3-40d7031a41d2",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "Percentage of non-users: 65%",
          "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 12:46:10+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-acb5-76f0-a0b3-51a3d4d8771a",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.2,
            "x": 0.05,
            "y": 0.95
          },
          "kind": "source-note",
          "text": "Source: BCG OER survey and analysis",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:41:55.855+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "6253c6b4-e1e5-48fb-84ca-4aa71d39073b",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.1,
            "w": 0.9,
            "x": 0.05,
            "y": 0.05
          },
          "kind": "title",
          "text": "Time constraints and lack of awareness impede adoption, while efficacy and quality could be major accelerators",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Action title",
              "slug": "action-title",
              "status": "active",
              "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "action-title",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:41:55.855+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "47630c90-1955-41a8-937e-189826710dd7",
          "parentComponentId": null
        }
      ],
      "metrics": [
        {
          "metricRaw": "Percentage of non-users",
          "numberRaw": "65%",
          "numberKind": "percent",
          "actionTitle": "Time constraints and lack of awareness impede adoption, while efficacy and quality could be major accelerators",
          "calloutText": null,
          "numberScale": null,
          "numberValue": 65,
          "metricFamily": "survey_sentiment",
          "numberCurrency": null
        }
      ],
      "tools": [
        {
          "tool": {
            "name": "Action Titles",
            "slug": "action-titles",
            "status": "active",
            "bestFor": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
            "canonId": "019dd956-ac70-700b-a608-ba58e78f5dcc",
            "version": 1,
            "bodyDocId": "816dad3c-9983-41c1-a86e-978ebd582841",
            "description": "The McKinsey-bred discipline of writing every slide title as a complete declarative sentence with a verb and an insight, not a topic label. Each title is a sub-claim that ladders up to the deck's governing thought; read in sequence, the titles reconstruct the executive summary.",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Architect",
          "layer": "slide",
          "agents": [
            "Architect"
          ],
          "matchId": "019dd95a-1474-7621-ae43-f98a5d129f36",
          "evidence": "'Time constraints and lack of awareness impede adoption, while efficacy and quality could be major accelerators'",
          "pageRefs": null,
          "priority": "Core",
          "whenToUse": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
          "confidence": 85,
          "extraction": {
            "at": "2026-04-29 13:07:32.727482+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 20,
          "whyItWorks": "Solves two failure modes at once. (1) The buried claim: action titles place the conclusion on the page before any analysis is read, so a busy reader doesn't reverse-engineer it from the chart. (2) The spineless deck: because each title is a claim, slides have to ladder up to the governing thought; logical gaps become visible as topic-shaped titles in a sequence that no longer reads as a story.",
          "antipattern": "Topic labels disguised as titles — Volume by quarter, Key findings, Pricing strategy, Margins have been impacted. No verb, or a passive verb with no agent, or a fact (Revenue grew 12%) without the so-what. Also: titles that overreach the chart's evidence, multi-claim X-grew-but-Y-fell welded titles, and mechanical repetition of the same X-drove-Y template across the deck.",
          "cardinality": null,
          "narrativePurpose": "Forces the deck to carry its argument in the title bar so a senior reader can extract the recommendation without opening a single slide; converts a binder of topics into a navigable pyramid where every slide is a node defending the apex."
        },
        {
          "tool": {
            "name": "Chart Selection Guide",
            "slug": "chart-selection-guide",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-b1a0-700b-ba17-0e16c4d5bcae",
            "version": 1,
            "bodyDocId": null,
            "description": "Choosing the right chart type for your data and message",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Designer",
          "layer": "slide",
          "agents": [
            "Designer"
          ],
          "matchId": "019dd95a-1474-7621-ae43-ffc36055b600",
          "evidence": "Two ranked horizontal bar charts appropriate for comparing categorical drivers",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 85,
          "extraction": {
            "at": "2026-04-29 13:07:32.727482+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 20,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "Color Strategy",
            "slug": "color-strategy",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-b202-77cf-8a6e-f445b08c0fd3",
            "version": 1,
            "bodyDocId": null,
            "description": "Using color for emphasis, categories, sentiment, and hierarchy",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Designer",
          "layer": "slide",
          "agents": [
            "Designer"
          ],
          "matchId": "019dd95a-1474-7621-ae44-036bd9152c38",
          "evidence": "Top bars greened, low-impact bars greyed to encode salience",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 85,
          "extraction": {
            "at": "2026-04-29 13:07:32.727482+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 20,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "Contrast Principle",
            "slug": "contrast-principle",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-bf0f-73ae-b9df-e60508cdaa65",
            "version": 1,
            "bodyDocId": null,
            "description": "Higher visual weight draws attention - use contrast strategically for emphasis",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Designer",
          "layer": "slide",
          "agents": [
            "Designer"
          ],
          "matchId": "019dd95a-1474-7621-ae44-0a6fd48e8885",
          "evidence": "Side-by-side: barriers (left) vs accelerators (right)",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 75,
          "extraction": {
            "at": "2026-04-29 13:07:32.727482+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 20,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "Von Restorff Effect",
            "slug": "von-restorff-effect",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-beab-73d8-9f62-30d0332e926e",
            "version": 1,
            "bodyDocId": null,
            "description": "Items that stand out are noticed and remembered - make key points visually distinct",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Designer",
          "layer": "slide",
          "agents": [
            "Designer"
          ],
          "matchId": "019dd95a-1474-7621-ae44-0669bfd42622",
          "evidence": "Green highlight on top 2 / top 4 bars makes them pop against grey",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 80,
          "extraction": {
            "at": "2026-04-29 13:07:32.727482+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 20,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "frameworks": [
        {
          "matchId": "793f835c-9a4f-4191-a338-721cedd0b115",
          "evidence": "The slide identifies root causes (barriers) and potential solutions (drivers) for a specific user behavior.",
          "framework": null,
          "confidence": 0.8,
          "extraction": {
            "at": "2026-05-02 19:41:55.855+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 20,
          "frameworkName": "diagnostic-test"
        }
      ],
      "arcBeats": [],
      "loops": [
        {
          "to": 23,
          "from": 19,
          "loop": {
            "name": "51_voice_of_customer",
            "slug": "51-voice-of-customer",
            "status": "active",
            "bestFor": "Product strategy, customer experience, market research",
            "canonId": "019dd956-7aaf-750b-950b-af0df38f5266",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "What Customers Say (Verbatim) -> The Pattern Across Voices -> The Insight -> The Response",
            "description": "Let customer quotes and feedback drive the narrative and validate the insight",
            "familyLabel": null
          },
          "matchId": "019dd95a-088b-72c8-b7e6-406038d6e72d",
          "evidence": "Methodology p19 (40 interviews, 375 educators), then bar charts of educator drivers/barriers and educator quotes pp20-23",
          "position": 4,
          "objective": "Use survey verbatims and bar charts to validate ecosystem diagnosis",
          "confidence": 78,
          "extraction": {
            "at": "2026-04-29 13:07:29.689431+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          }
        }
      ],
      "locked": true
    },
    {
      "page": 21,
      "type": "analysis",
      "title": "Data source: BCG OER survey and Analysis",
      "function": "analyze_data",
      "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": "analyze_data",
        "functionCanon": {
          "name": "Analyze data",
          "slug": "analyze_data",
          "status": "active",
          "canonId": "019de52d-1590-7413-8c82-cc218cff40b4",
          "version": 1,
          "description": null
        },
        "density": "balanced",
        "densityScore": 46,
        "componentCount": 6,
        "textChars": 353,
        "nDataPoints": 17,
        "notes": "Data source: BCG OER survey and Analysis",
        "elementsJson": [
          "headline_text",
          "bar_chart_horizontal",
          "bar_chart_horizontal"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:41:52.345+00",
          "seconds": 2.026,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-c3d1e73103c8/21",
        "deck": "/decks/019dd923-5ca1-7489-b634-c3d1e73103c8",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-c3d1e73103c8#slide-21",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-c3d1e73103c8.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "Educators are adopting mainly for flexibility to adapt the content and low cost",
          "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 12:46:10+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-acb5-76f0-a0b3-21b1b5de2a07",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.6,
            "w": 0.45,
            "x": 0.55,
            "y": 0.25
          },
          "kind": "chart",
          "text": "Educators are adopting mainly for flexibility to adapt the content and low cost",
          "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 19:41:52.345+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "58e04596-bef6-4fa2-ad5c-9d0bd0013153",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.6,
            "w": 0.45,
            "x": 0.05,
            "y": 0.25
          },
          "kind": "chart",
          "text": "Broad range of resources used",
          "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 19:41:52.345+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "d3cbdb31-8402-48dc-9df0-74e6bc3a4907",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "Educator adoption rate: 64%",
          "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 12:46:10+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-acb5-76f0-a0b3-241e0b9c0422",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.25,
            "x": 0.05,
            "y": 0.95
          },
          "kind": "source-note",
          "text": "Source: BCG OER survey and Analysis",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:41:52.345+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "7bdffeb5-03cb-458e-bd35-d3369ca9daa1",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.1,
            "w": 0.9,
            "x": 0.05,
            "y": 0.05
          },
          "kind": "title",
          "text": "Current users adopting broad range of OER resources due to their flexibility and attractive cost profile",
          "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 19:41:52.345+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "527f7a2b-8d17-4168-8f93-fe6da0dc6b97",
          "parentComponentId": null
        }
      ],
      "metrics": [
        {
          "metricRaw": "Educator adoption rate",
          "numberRaw": "64%",
          "numberKind": "percent",
          "actionTitle": "Current users adopting broad range of OER resources due to their flexibility and attractive cost profile",
          "calloutText": "Educators are adopting mainly for flexibility to adapt the content and low cost",
          "numberScale": null,
          "numberValue": 64,
          "metricFamily": "share_penetration",
          "numberCurrency": null
        }
      ],
      "tools": [
        {
          "tool": {
            "name": "Action Titles",
            "slug": "action-titles",
            "status": "active",
            "bestFor": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
            "canonId": "019dd956-ac70-700b-a608-ba58e78f5dcc",
            "version": 1,
            "bodyDocId": "816dad3c-9983-41c1-a86e-978ebd582841",
            "description": "The McKinsey-bred discipline of writing every slide title as a complete declarative sentence with a verb and an insight, not a topic label. Each title is a sub-claim that ladders up to the deck's governing thought; read in sequence, the titles reconstruct the executive summary.",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Architect",
          "layer": "slide",
          "agents": [
            "Architect"
          ],
          "matchId": "019dd95a-1474-7621-ae44-0db039934516",
          "evidence": "'Current users adopting broad range of OER resources due to flexibility and attractive cost profile'",
          "pageRefs": null,
          "priority": "Core",
          "whenToUse": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
          "confidence": 80,
          "extraction": {
            "at": "2026-04-29 13:07:32.727482+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 21,
          "whyItWorks": "Solves two failure modes at once. (1) The buried claim: action titles place the conclusion on the page before any analysis is read, so a busy reader doesn't reverse-engineer it from the chart. (2) The spineless deck: because each title is a claim, slides have to ladder up to the governing thought; logical gaps become visible as topic-shaped titles in a sequence that no longer reads as a story.",
          "antipattern": "Topic labels disguised as titles — Volume by quarter, Key findings, Pricing strategy, Margins have been impacted. No verb, or a passive verb with no agent, or a fact (Revenue grew 12%) without the so-what. Also: titles that overreach the chart's evidence, multi-claim X-grew-but-Y-fell welded titles, and mechanical repetition of the same X-drove-Y template across the deck.",
          "cardinality": null,
          "narrativePurpose": "Forces the deck to carry its argument in the title bar so a senior reader can extract the recommendation without opening a single slide; converts a binder of topics into a navigable pyramid where every slide is a node defending the apex."
        },
        {
          "tool": {
            "name": "Chart Selection Guide",
            "slug": "chart-selection-guide",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-b1a0-700b-ba17-0e16c4d5bcae",
            "version": 1,
            "bodyDocId": null,
            "description": "Choosing the right chart type for your data and message",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Designer",
          "layer": "slide",
          "agents": [
            "Designer"
          ],
          "matchId": "019dd95a-1474-7621-ae44-1377544203d5",
          "evidence": "Bar chart visualization of survey responses",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 70,
          "extraction": {
            "at": "2026-04-29 13:07:32.727482+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 21,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "frameworks": [],
      "arcBeats": [],
      "loops": [
        {
          "to": 23,
          "from": 19,
          "loop": {
            "name": "51_voice_of_customer",
            "slug": "51-voice-of-customer",
            "status": "active",
            "bestFor": "Product strategy, customer experience, market research",
            "canonId": "019dd956-7aaf-750b-950b-af0df38f5266",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "What Customers Say (Verbatim) -> The Pattern Across Voices -> The Insight -> The Response",
            "description": "Let customer quotes and feedback drive the narrative and validate the insight",
            "familyLabel": null
          },
          "matchId": "019dd95a-088b-72c8-b7e6-406038d6e72d",
          "evidence": "Methodology p19 (40 interviews, 375 educators), then bar charts of educator drivers/barriers and educator quotes pp20-23",
          "position": 4,
          "objective": "Use survey verbatims and bar charts to validate ecosystem diagnosis",
          "confidence": 78,
          "extraction": {
            "at": "2026-04-29 13:07:29.689431+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          }
        }
      ],
      "locked": true
    },
    {
      "page": 22,
      "type": "analysis",
      "title": "The slide uses a stacked bar chart to visualize survey sentiment across 8 dimensions and a single stacked bar for future usage intent.",
      "function": "summarize",
      "rawType": "kpi_dashboard",
      "block": null,
      "metadata": {
        "slideType": "kpi_dashboard",
        "slideTypeCanon": {
          "name": "KPI dashboard",
          "slug": "kpi_dashboard",
          "status": "active",
          "canonId": "019de52d-0be5-7295-af4d-b850fe7b7e65",
          "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": 7,
        "textChars": 333,
        "nDataPoints": 45,
        "notes": "The slide uses a stacked bar chart to visualize survey sentiment across 8 dimensions and a single stacked bar for future usage intent.",
        "elementsJson": [
          "headline_text",
          "bar_chart_stacked",
          "bar_chart_100pct",
          "footnote"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:41:53.345+00",
          "seconds": 2.619,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-c3d1e73103c8/22",
        "deck": "/decks/019dd923-5ca1-7489-b634-c3d1e73103c8",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-c3d1e73103c8#slide-22",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-c3d1e73103c8.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "Overall, educators are satisfied with OER usage.",
          "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 12:46:11+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-acb5-76f0-a0b3-88448a37e1f9",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.45,
            "w": 0.55,
            "x": 0.36,
            "y": 0.35
          },
          "kind": "chart",
          "text": "Satisfaction dimensions stacked bar chart",
          "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": "Stacked bar chart (100%)",
              "slug": "bar-stacked-100pct",
              "status": "active",
              "canonId": "019de52c-ff14-71b8-8d88-860f8d7da84b",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bar-stacked-100pct",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:41:53.345+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "94f86dec-8007-4b97-bd70-587362e94de1",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.4,
            "w": 0.15,
            "x": 0.05,
            "y": 0.43
          },
          "kind": "chart",
          "text": "Future usage intent stacked bar chart",
          "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": "Stacked bar chart (100%)",
              "slug": "bar-stacked-100pct",
              "status": "active",
              "canonId": "019de52c-ff14-71b8-8d88-860f8d7da84b",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bar-stacked-100pct",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:41:53.345+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "cbcdbaaf-7f63-43da-b7c3-7d81f6452140",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.5,
            "x": 0.36,
            "y": 0.86
          },
          "kind": "list",
          "text": "Very Satisfied, Satisfied, Neutral, Unsatisfied, Very Unsatisfied",
          "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 19:41:53.345+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "222a262c-59ed-4a0f-b07c-353cdc6e6763",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "Educator satisfaction: 50%",
          "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 12:46:11+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-acb5-76f0-a0b3-8eab4983ce12",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.2,
            "x": 0.05,
            "y": 0.95
          },
          "kind": "source-note",
          "text": "Source: BCG OER survey and analysis",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:41:53.345+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "3b2443b7-ebc0-4301-a93e-65dad08a8244",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.1,
            "w": 0.8,
            "x": 0.05,
            "y": 0.05
          },
          "kind": "title",
          "text": "Educators are satisfied with OER usage and expect to continue using in the future",
          "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 19:41:53.345+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "3c34d88b-90d6-401e-9562-45675d837767",
          "parentComponentId": null
        }
      ],
      "metrics": [
        {
          "metricRaw": "Educator satisfaction",
          "numberRaw": "50%",
          "numberKind": "percent",
          "actionTitle": "Educators are satisfied with OER usage and expect to continue using in the future",
          "calloutText": "Overall, educators are satisfied with OER usage.",
          "numberScale": null,
          "numberValue": 50,
          "metricFamily": "survey_sentiment",
          "numberCurrency": null
        }
      ],
      "tools": [
        {
          "tool": {
            "name": "Action Titles",
            "slug": "action-titles",
            "status": "active",
            "bestFor": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
            "canonId": "019dd956-ac70-700b-a608-ba58e78f5dcc",
            "version": 1,
            "bodyDocId": "816dad3c-9983-41c1-a86e-978ebd582841",
            "description": "The McKinsey-bred discipline of writing every slide title as a complete declarative sentence with a verb and an insight, not a topic label. Each title is a sub-claim that ladders up to the deck's governing thought; read in sequence, the titles reconstruct the executive summary.",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Architect",
          "layer": "slide",
          "agents": [
            "Architect"
          ],
          "matchId": "019dd95a-1474-7621-ae44-160ba74ba2e2",
          "evidence": "'Educators are satisfied with OER usage and expect to continue using in the future'",
          "pageRefs": null,
          "priority": "Core",
          "whenToUse": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
          "confidence": 80,
          "extraction": {
            "at": "2026-04-29 13:07:32.727482+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 22,
          "whyItWorks": "Solves two failure modes at once. (1) The buried claim: action titles place the conclusion on the page before any analysis is read, so a busy reader doesn't reverse-engineer it from the chart. (2) The spineless deck: because each title is a claim, slides have to ladder up to the governing thought; logical gaps become visible as topic-shaped titles in a sequence that no longer reads as a story.",
          "antipattern": "Topic labels disguised as titles — Volume by quarter, Key findings, Pricing strategy, Margins have been impacted. No verb, or a passive verb with no agent, or a fact (Revenue grew 12%) without the so-what. Also: titles that overreach the chart's evidence, multi-claim X-grew-but-Y-fell welded titles, and mechanical repetition of the same X-drove-Y template across the deck.",
          "cardinality": null,
          "narrativePurpose": "Forces the deck to carry its argument in the title bar so a senior reader can extract the recommendation without opening a single slide; converts a binder of topics into a navigable pyramid where every slide is a node defending the apex."
        },
        {
          "tool": {
            "name": "Chart Selection Guide",
            "slug": "chart-selection-guide",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-b1a0-700b-ba17-0e16c4d5bcae",
            "version": 1,
            "bodyDocId": null,
            "description": "Choosing the right chart type for your data and message",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Designer",
          "layer": "slide",
          "agents": [
            "Designer"
          ],
          "matchId": "019dd95a-1474-7621-ae44-18c4a7474552",
          "evidence": "Bar chart of satisfaction / continuation",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 70,
          "extraction": {
            "at": "2026-04-29 13:07:32.727482+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 22,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "frameworks": [],
      "arcBeats": [],
      "loops": [
        {
          "to": 23,
          "from": 19,
          "loop": {
            "name": "51_voice_of_customer",
            "slug": "51-voice-of-customer",
            "status": "active",
            "bestFor": "Product strategy, customer experience, market research",
            "canonId": "019dd956-7aaf-750b-950b-af0df38f5266",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "What Customers Say (Verbatim) -> The Pattern Across Voices -> The Insight -> The Response",
            "description": "Let customer quotes and feedback drive the narrative and validate the insight",
            "familyLabel": null
          },
          "matchId": "019dd95a-088b-72c8-b7e6-406038d6e72d",
          "evidence": "Methodology p19 (40 interviews, 375 educators), then bar charts of educator drivers/barriers and educator quotes pp20-23",
          "position": 4,
          "objective": "Use survey verbatims and bar charts to validate ecosystem diagnosis",
          "confidence": 78,
          "extraction": {
            "at": "2026-04-29 13:07:29.689431+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          }
        }
      ],
      "locked": true
    },
    {
      "page": 23,
      "type": "analysis",
      "title": "The slide uses a 'problem-solution' structure, mapping user pain points (left) to specific market players (right).",
      "function": "illustrate_case",
      "rawType": "market_landscape",
      "block": null,
      "metadata": {
        "slideType": "market_landscape",
        "slideTypeCanon": {
          "name": "Market landscape",
          "slug": "market_landscape",
          "status": "active",
          "canonId": "019de52d-0b6d-75db-a946-9ac362e3afc2",
          "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": 78,
        "componentCount": 10,
        "textChars": 904,
        "nDataPoints": 0,
        "notes": "The slide uses a 'problem-solution' structure, mapping user pain points (left) to specific market players (right).",
        "elementsJson": [
          "headline_text",
          "quote_block",
          "logo_grid",
          "bullet_list",
          "callout_box"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:41:54.875+00",
          "seconds": 4.072,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-c3d1e73103c8/23",
        "deck": "/decks/019dd923-5ca1-7489-b634-c3d1e73103c8",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-c3d1e73103c8#slide-23",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-c3d1e73103c8.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.08,
            "w": 0.62,
            "x": 0.19,
            "y": 0.84
          },
          "kind": "callout",
          "text": "To date, more activity in higher ed due to lower procurement barriers and existence of usable content",
          "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 19:41:54.875+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "242f9ba4-0962-4f3d-ac79-c5bbdf1b9b98",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.12,
            "w": 0.3,
            "x": 0.03,
            "y": 0.2
          },
          "kind": "quote",
          "text": "\"I would not teach without a complete textbook at a survey level.\" —Community college professor",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Quote",
              "slug": "quote",
              "status": "active",
              "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a",
              "version": 1,
              "description": "Pull quote or testimonial."
            },
            "tool": null,
            "subkind": {
              "name": "Testimonial",
              "slug": "testimonial",
              "status": "active",
              "canonId": "019de52c-fc21-71b6-9ac3-8266a64945e8",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "testimonial",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:41:54.875+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "1180a56d-9a2c-465a-af85-c13c21870743",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.1,
            "w": 0.3,
            "x": 0.03,
            "y": 0.55
          },
          "kind": "quote",
          "text": "\"The packaging is important—this is why teachers rely on textbooks.\" —Policy maker",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Quote",
              "slug": "quote",
              "status": "active",
              "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a",
              "version": 1,
              "description": "Pull quote or testimonial."
            },
            "tool": null,
            "subkind": {
              "name": "Testimonial",
              "slug": "testimonial",
              "status": "active",
              "canonId": "019de52c-fc21-71b6-9ac3-8266a64945e8",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "testimonial",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:41:54.875+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "238b8da1-bd28-449d-b087-f0c661111bc5",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.3,
            "x": 0.03,
            "y": 0.35
          },
          "kind": "quote",
          "text": "\"I've not yet found anything close to a textbook in open source ... but if I could find it, I would use it ... but it would be tough to stitch together chapters on my own.\" —Community college professor",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Quote",
              "slug": "quote",
              "status": "active",
              "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a",
              "version": 1,
              "description": "Pull quote or testimonial."
            },
            "tool": null,
            "subkind": {
              "name": "Testimonial",
              "slug": "testimonial",
              "status": "active",
              "canonId": "019de52c-fc21-71b6-9ac3-8266a64945e8",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "testimonial",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:41:54.875+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "a031fe59-dd51-492f-8cca-756a25e4e35a",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.1,
            "w": 0.3,
            "x": 0.03,
            "y": 0.7
          },
          "kind": "quote",
          "text": "\"The existing content isn't packaged in a way that makes it easily usable off-the-shelf.\" —Educator",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Quote",
              "slug": "quote",
              "status": "active",
              "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a",
              "version": 1,
              "description": "Pull quote or testimonial."
            },
            "tool": null,
            "subkind": {
              "name": "Testimonial",
              "slug": "testimonial",
              "status": "active",
              "canonId": "019de52c-fc21-71b6-9ac3-8266a64945e8",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "testimonial",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:41:54.875+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "f57b4331-9f22-42d7-95c4-b0cf994c571c",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "quote",
          "text": "I would not teach without a complete textbook at a survey level. —Community college professor",
          "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 12:46:17+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-acb6-775d-9281-70b6d28f9a4e",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.15,
            "x": 0.04,
            "y": 0.95
          },
          "kind": "source-note",
          "text": "Source: BCG interviews",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:41:54.875+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "6a69f473-99ca-4197-95b7-55367da121b7",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.6,
            "w": 0.58,
            "x": 0.38,
            "y": 0.2
          },
          "kind": "table",
          "text": "CK-12, OpenStax, Boundless, FlatWorld Knowledge company profiles",
          "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 19:41:54.875+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "5e55f363-9632-4afd-a4d1-47eadd86cb22",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.9,
            "x": 0.04,
            "y": 0.05
          },
          "kind": "title",
          "text": "Educators frequently cite need for \"productized\" content",
          "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 19:41:54.875+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "b1ea6c0f-4eba-4d55-bcb5-6f6dc78fb5da",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.04,
            "w": 0.9,
            "x": 0.04,
            "y": 0.1
          },
          "kind": "title",
          "text": "Several players, particularly in the higher ed space, providing open textbooks to meet need",
          "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 19:41:54.875+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "8b0cad60-2e76-42e2-bb5a-330ff957f51b",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "Action Titles",
            "slug": "action-titles",
            "status": "active",
            "bestFor": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
            "canonId": "019dd956-ac70-700b-a608-ba58e78f5dcc",
            "version": 1,
            "bodyDocId": "816dad3c-9983-41c1-a86e-978ebd582841",
            "description": "The McKinsey-bred discipline of writing every slide title as a complete declarative sentence with a verb and an insight, not a topic label. Each title is a sub-claim that ladders up to the deck's governing thought; read in sequence, the titles reconstruct the executive summary.",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Architect",
          "layer": "slide",
          "agents": [
            "Architect"
          ],
          "matchId": "019dd95a-1474-7621-ae44-1e263bbc6d9c",
          "evidence": "'Educators frequently cite need for productized content' states the takeaway",
          "pageRefs": null,
          "priority": "Core",
          "whenToUse": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
          "confidence": 75,
          "extraction": {
            "at": "2026-04-29 13:07:32.727482+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 23,
          "whyItWorks": "Solves two failure modes at once. (1) The buried claim: action titles place the conclusion on the page before any analysis is read, so a busy reader doesn't reverse-engineer it from the chart. (2) The spineless deck: because each title is a claim, slides have to ladder up to the governing thought; logical gaps become visible as topic-shaped titles in a sequence that no longer reads as a story.",
          "antipattern": "Topic labels disguised as titles — Volume by quarter, Key findings, Pricing strategy, Margins have been impacted. No verb, or a passive verb with no agent, or a fact (Revenue grew 12%) without the so-what. Also: titles that overreach the chart's evidence, multi-claim X-grew-but-Y-fell welded titles, and mechanical repetition of the same X-drove-Y template across the deck.",
          "cardinality": null,
          "narrativePurpose": "Forces the deck to carry its argument in the title bar so a senior reader can extract the recommendation without opening a single slide; converts a binder of topics into a navigable pyramid where every slide is a node defending the apex."
        }
      ],
      "frameworks": [
        {
          "matchId": "996e698e-a43e-4c17-9771-dfb8aed2124e",
          "evidence": "Maps user pain points to specific market solutions",
          "framework": null,
          "confidence": 0.6,
          "extraction": {
            "at": "2026-05-02 19:41:54.875+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 23,
          "frameworkName": "customer-journey-map"
        }
      ],
      "arcBeats": [],
      "loops": [
        {
          "to": 23,
          "from": 19,
          "loop": {
            "name": "51_voice_of_customer",
            "slug": "51-voice-of-customer",
            "status": "active",
            "bestFor": "Product strategy, customer experience, market research",
            "canonId": "019dd956-7aaf-750b-950b-af0df38f5266",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "What Customers Say (Verbatim) -> The Pattern Across Voices -> The Insight -> The Response",
            "description": "Let customer quotes and feedback drive the narrative and validate the insight",
            "familyLabel": null
          },
          "matchId": "019dd95a-088b-72c8-b7e6-406038d6e72d",
          "evidence": "Methodology p19 (40 interviews, 375 educators), then bar charts of educator drivers/barriers and educator quotes pp20-23",
          "position": 4,
          "objective": "Use survey verbatims and bar charts to validate ecosystem diagnosis",
          "confidence": 78,
          "extraction": {
            "at": "2026-04-29 13:07:29.689431+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          }
        }
      ],
      "locked": true
    }
  ],
  "arcBeats": [
    {
      "from": 1,
      "to": 5,
      "label": "Situation & Context",
      "description": "Cover, engagement context p2, define mainstream p3, ecosystem framework pp4-5"
    },
    {
      "from": 6,
      "to": 7,
      "label": "Problem & Complication",
      "description": "Green shoots but not mainstream p6; tipping point analog p7"
    },
    {
      "from": 8,
      "to": 13,
      "label": "Solution & Approach",
      "description": "Supply/demand diagnostic across resources, quality, awareness, usage"
    },
    {
      "from": 14,
      "to": 15,
      "label": "Evidence & Proof",
      "description": "Policy barriers: procurement bias and IP ambiguity as final evidence"
    },
    {
      "from": 16,
      "to": 16,
      "label": "Impact & Next Steps",
      "description": "Tracking core metrics consistently as path forward"
    }
  ],
  "loops": [
    {
      "from": 2,
      "to": 5,
      "label": "Mece Breakdown",
      "description": "Establish scope and the Supply/Demand/Policy diagnostic framework"
    },
    {
      "from": 6,
      "to": 7,
      "label": "Precedent",
      "description": "Show current state is pre-tipping-point using Rogers diffusion as precedent"
    },
    {
      "from": 8,
      "to": 15,
      "label": "Pattern Hunter",
      "description": "Accumulate evidence across S/D/P showing OER barriers exist"
    },
    {
      "from": 19,
      "to": 23,
      "label": "Voice Of Customer",
      "description": "Use survey verbatims and bar charts to validate ecosystem diagnosis"
    }
  ]
}