{
  "schemaVersion": "deck-intelligence.v1",
  "id": "019dd923-5ca1-7489-b634-027f9ecf8a5e",
  "slug": "77d9019fb6c4bb24",
  "title": "Vietnam Logistics",
  "subtitle": "Alvarez & Marsal",
  "author": "Alvarez & Marsal",
  "pageCount": 20,
  "kind": "consulting-deck",
  "orientation": "landscape",
  "aspectRatio": 1.414,
  "document": {
    "id": "019dd923-5ca1-7489-b634-027f9ecf8a5e",
    "slug": "77d9019fb6c4bb24",
    "title": "Vietnam Logistics",
    "rawTitle": "Vietnam Logistics",
    "authorId": "AlvarezMarsal",
    "authorName": "Alvarez & Marsal",
    "authorDisplay": "Alvarez & Marsal",
    "kind": {
      "slug": "consulting-deck",
      "label": "Consulting deck"
    },
    "sourceType": {
      "slug": "strategy_consulting",
      "label": "Strategy consulting"
    },
    "fileName": "Vietnam-Logistics.pdf",
    "sourceUrl": "https://www.alvarezandmarsal.com/sites/default/files/2022-08/Vietnam%20Logistics%20Report.pdf",
    "sourceDate": "2022-07-15 00:00:00",
    "presentationDate": null,
    "ingestedAt": "2026-04-23 20:51:27+00",
    "status": "ready",
    "pageCount": 20,
    "orientation": "landscape",
    "aspectRatio": 1.414,
    "targetCompany": null,
    "targetTicker": null,
    "metadata": {
      "local_root": "/tmp/legacy-images/77d9019fb6c4bb24",
      "origin_corpus": "consulting"
    }
  },
  "coverage": {
    "pageCount": 20,
    "pagesIndexed": 20,
    "pagesWithImages": 20,
    "pagesWithMetadata": 20,
    "imageCoveragePct": 100,
    "metadataCoveragePct": 100,
    "componentCount": 137,
    "chartCount": 17,
    "metricSlides": 10,
    "toolMatches": 67,
    "documentToolMatches": 0,
    "frameworkMatches": 6,
    "arcMatches": 2,
    "beatMatches": 8,
    "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-0542-7728-a78f-a251f0a72b50",
        "evidence": "Cover -> Exec Summary (p2) -> industry context (p4-8) -> solution+precedent (p9-11) -> cold-chain proof (p13-16) -> contacts (p17-19) maps cleanly to SCQA gambit.",
        "isPrimary": true,
        "confidence": 92,
        "extraction": {
          "at": "2026-04-29 13:07:28.977035+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        }
      },
      {
        "arc": {
          "name": "The Triple Take",
          "slug": "triple-take",
          "status": "active",
          "bestFor": "Data-driven presentations, research findings",
          "canonId": "019dd956-6221-73ad-bc12-378f8eb1f018",
          "version": 1,
          "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
          "structure": "The Facts (What) -> The Implications (So What) -> The Action (Now What)",
          "description": null,
          "familyLabel": null,
          "categoryName": "Analysis & Information",
          "categorySlug": "analysis-information"
        },
        "matchId": "019dd95a-0542-7728-a78f-a55c48ff1682",
        "evidence": "Cold-chain section follows facts -> implications -> action; exec summary three pillars echo What/So-What/Now-What.",
        "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": 2,
        "name": "Situation & Context",
        "beatId": "019dd95a-0682-776c-8e37-80553d826ad8",
        "matchId": "019dd95a-0542-7728-a78f-a251f0a72b50",
        "beatType": {
          "name": "Situation & Context",
          "slug": "consultants-gambit-situation-context",
          "status": "active",
          "canonId": "019dd9b8-05ae-741b-992d-65ee83c639b3",
          "version": 1,
          "description": null
        },
        "evidence": "Exec summary frames market; p4-5 describe ecosystem and infrastructure",
        "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": 92
      },
      {
        "to": 8,
        "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-0682-776c-8e37-87cbf8c23fb3",
        "matchId": "019dd95a-0542-7728-a78f-a251f0a72b50",
        "beatType": {
          "name": "Problem & Complication",
          "slug": "consultants-gambit-problem-complication",
          "status": "active",
          "canonId": "019dd9b8-064a-777f-a374-e9a8c43dedd4",
          "version": 1,
          "description": null
        },
        "evidence": "Fragmentation evidence: ports concentrated, mid-mile hyperlocal, micro-SMEs",
        "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": 92
      },
      {
        "to": 11,
        "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": 9,
        "name": "Solution & Approach",
        "beatId": "019dd95a-0682-776c-8e37-895c333b4d77",
        "matchId": "019dd95a-0542-7728-a78f-a251f0a72b50",
        "beatType": {
          "name": "Solution & Approach",
          "slug": "consultants-gambit-solution-approach",
          "status": "active",
          "canonId": "019dd9b8-071c-7161-9184-580fdac7a4f9",
          "version": 1,
          "description": null
        },
        "evidence": "Window of opportunity (p9) + Cainiao playbook as the model (p10-11)",
        "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": 92
      },
      {
        "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": 12,
        "name": "Evidence & Proof",
        "beatId": "019dd95a-0682-776c-8e37-8f8d109a069f",
        "matchId": "019dd95a-0542-7728-a78f-a251f0a72b50",
        "beatType": {
          "name": "Evidence & Proof",
          "slug": "consultants-gambit-evidence-proof",
          "status": "active",
          "canonId": "019dd9b8-07b1-7688-8e1e-7637fec3802a",
          "version": 1,
          "description": null
        },
        "evidence": "Cold-chain section: drivers, sizing, fragmentation, barriers prove the thesis",
        "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": 92
      },
      {
        "to": 19,
        "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": 17,
        "name": "Impact & Next Steps",
        "beatId": "019dd95a-0682-776c-8e37-90b414d26762",
        "matchId": "019dd95a-0542-7728-a78f-a251f0a72b50",
        "beatType": {
          "name": "Impact & Next Steps",
          "slug": "consultants-gambit-impact-next-steps",
          "status": "active",
          "canonId": "019dd9b8-0849-7728-9ee9-fd1609c4c655",
          "version": 1,
          "description": null
        },
        "evidence": "Contacts and ASEAN specialist team bios as the call to action",
        "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": 92
      },
      {
        "to": 8,
        "arc": {
          "name": "The Triple Take",
          "slug": "triple-take",
          "status": "active",
          "bestFor": "Data-driven presentations, research findings",
          "canonId": "019dd956-6221-73ad-bc12-378f8eb1f018",
          "version": 1,
          "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
          "structure": "The Facts (What) -> The Implications (So What) -> The Action (Now What)",
          "description": null,
          "familyLabel": null,
          "categoryName": "Analysis & Information",
          "categorySlug": "analysis-information"
        },
        "from": 4,
        "name": "The Facts (What)",
        "beatId": "019dd95a-0682-776c-8e37-9778718e2171",
        "matchId": "019dd95a-0542-7728-a78f-a55c48ff1682",
        "beatType": {
          "name": "The Facts (What)",
          "slug": "triple-take-the-facts-what",
          "status": "active",
          "canonId": "019dd9b8-092b-754c-8eaa-ede3ffdcb060",
          "version": 1,
          "description": null
        },
        "evidence": "Hard data on ports, mid-mile, fragmentation",
        "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": 11,
        "arc": {
          "name": "The Triple Take",
          "slug": "triple-take",
          "status": "active",
          "bestFor": "Data-driven presentations, research findings",
          "canonId": "019dd956-6221-73ad-bc12-378f8eb1f018",
          "version": 1,
          "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
          "structure": "The Facts (What) -> The Implications (So What) -> The Action (Now What)",
          "description": null,
          "familyLabel": null,
          "categoryName": "Analysis & Information",
          "categorySlug": "analysis-information"
        },
        "from": 9,
        "name": "The Implications (So What)",
        "beatId": "019dd95a-0682-776c-8e37-9af0e7de45e3",
        "matchId": "019dd95a-0542-7728-a78f-a55c48ff1682",
        "beatType": {
          "name": "The Implications (So What)",
          "slug": "triple-take-the-implications-so-what",
          "status": "active",
          "canonId": "019dd9b8-09c7-75cd-8c7b-ae0e23cca2b8",
          "version": 1,
          "description": null
        },
        "evidence": "Window closing; Cainiao shows what winning looks like",
        "position": 2,
        "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
      },
      {
        "to": 19,
        "arc": {
          "name": "The Triple Take",
          "slug": "triple-take",
          "status": "active",
          "bestFor": "Data-driven presentations, research findings",
          "canonId": "019dd956-6221-73ad-bc12-378f8eb1f018",
          "version": 1,
          "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
          "structure": "The Facts (What) -> The Implications (So What) -> The Action (Now What)",
          "description": null,
          "familyLabel": null,
          "categoryName": "Analysis & Information",
          "categorySlug": "analysis-information"
        },
        "from": 13,
        "name": "The Action (Now What)",
        "beatId": "019dd95a-0682-776c-8e37-9e0c8b9eb3b7",
        "matchId": "019dd95a-0542-7728-a78f-a55c48ff1682",
        "beatType": {
          "name": "The Action (Now What)",
          "slug": "triple-take-the-action-now-what",
          "status": "active",
          "canonId": "019dd9b8-0a5e-735a-bf53-3a1ba629b7aa",
          "version": 1,
          "description": null
        },
        "evidence": "Cold-chain is where to act; contacts to engage",
        "position": 3,
        "isPrimaryArc": false,
        "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": 65
      }
    ],
    "loops": [
      {
        "to": 5,
        "from": 4,
        "loop": {
          "name": "06_zoom_in",
          "slug": "06-zoom-in",
          "status": "active",
          "bestFor": "Technical deep-dives, case studies, detailed analysis",
          "canonId": "019dd956-6846-74db-82be-dff5b058b072",
          "version": 1,
          "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
          "structure": "The Big Picture -> Key Area of Focus -> Specific Detail -> Implication",
          "description": "Start broad, then progressively focus on specific details that prove your point",
          "familyLabel": null,
          "categoryName": "Analysis",
          "categorySlug": "analysis"
        },
        "matchId": "019dd95a-07fe-70ce-8d3f-e562d82269bd",
        "evidence": "p4 shows ecosystem big picture; p5 zooms into infra-supply imbalance",
        "position": 1,
        "objective": "Zoom from Vietnam's logistics ecosystem map down to infrastructure-supply problem",
        "confidence": 75,
        "extraction": {
          "at": "2026-04-29 13:07:29.547081+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        }
      },
      {
        "to": 8,
        "from": 6,
        "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-07fe-70ce-8d3f-e8b3d049dfef",
        "evidence": "Port concentration (p6) + hyperlocal mid-mile (p7) + micro-SME chart (p8) -> fragmentation pattern",
        "position": 2,
        "objective": "Stack three pieces of evidence to land 'fragmented, no clear winners'",
        "confidence": 85,
        "extraction": {
          "at": "2026-04-29 13:07:29.547081+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        }
      },
      {
        "to": 11,
        "from": 9,
        "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-07fe-70ce-8d3f-ed47d1b31e8e",
        "evidence": "p9 frames opportunity, p10-11 explicitly invoke 'Cainiao's playbook in China' with $29B valuation",
        "position": 3,
        "objective": "Use Cainiao/China as precedent for the recommended Vietnam play",
        "confidence": 88,
        "extraction": {
          "at": "2026-04-29 13:07:29.547081+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        }
      },
      {
        "to": 16,
        "from": 13,
        "loop": {
          "name": "06_zoom_in",
          "slug": "06-zoom-in",
          "status": "active",
          "bestFor": "Technical deep-dives, case studies, detailed analysis",
          "canonId": "019dd956-6846-74db-82be-dff5b058b072",
          "version": 1,
          "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
          "structure": "The Big Picture -> Key Area of Focus -> Specific Detail -> Implication",
          "description": "Start broad, then progressively focus on specific details that prove your point",
          "familyLabel": null,
          "categoryName": "Analysis",
          "categorySlug": "analysis"
        },
        "matchId": "019dd95a-07fe-70ce-8d3f-f0ab6251373e",
        "evidence": "Drivers (p13) -> sizing (p14) -> fragmentation (p15) -> investment thesis (p16)",
        "position": 4,
        "objective": "Zoom into cold-chain sub-segment as the most attractive opportunity",
        "confidence": 82,
        "extraction": {
          "at": "2026-04-29 13:07:29.547081+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        }
      }
    ],
    "tools": [
      {
        "tool": {
          "name": "Governing Thought",
          "slug": "governing-thought",
          "status": "active",
          "bestFor": "When the deck makes a recommendation, decision, or argues a position; when defining the top of a pyramid before structuring supports; when an SCQA opening needs an Answer; when stripping topic-style titles in favour of action titles.",
          "canonId": "019dd956-8286-760e-8638-77558a0d71ba",
          "version": 1,
          "bodyDocId": "06f7d5a5-daab-44c1-9d67-63c52ba03962",
          "description": "The single declarative sentence at the apex of a Minto pyramid that summarises and is supported by everything beneath it — the answer the deck exists to defend.",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Architect",
        "layer": "block",
        "agents": [
          "Architect"
        ],
        "matchId": "019dd95a-10d4-718b-9f60-09e509c215ea",
        "evidence": "Consolidate-and-roll-up thesis governs all subsequent sections",
        "pageRefs": null,
        "priority": null,
        "whenToUse": "When the deck makes a recommendation, decision, or argues a position; when defining the top of a pyramid before structuring supports; when an SCQA opening needs an Answer; when stripping topic-style titles in favour of action titles.",
        "confidence": 75,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 2,
        "whyItWorks": "Forces the writer to commit to a position before structuring the case — exposes muddled thinking that hides safely inside topic-style headings. Gives busy readers the answer in the first cognitive beat and enables progressive disclosure of the supporting case.",
        "antipattern": "Topic-style headings ('Strategic options for growth', 'Considerations for Europe') instead of declarative claims with verbs. Multi-sentence apex statements. Qualifier-laden hedges. Noun-phrase labels ('Recommendation: acquisition of Target B') pretending to be sentences. Fake governing thoughts — confident apex the supports don't actually force.",
        "cardinality": null,
        "narrativePurpose": "Anchor the document in one defensible claim with a working verb, so the audience knows the answer before they read the proof and the entire structure ladders up to it."
      },
      {
        "tool": {
          "name": "Pyramid Principle",
          "slug": "pyramid-principle",
          "status": "active",
          "bestFor": "When the document has a single governing decision or recommendation the reader is asked to accept, and the case can be decomposed into a small number of clean groups. Strategy decks, board memos, investment committee papers.",
          "canonId": "019dd956-7cbd-7219-a477-c871e2bc1aff",
          "version": 1,
          "bodyDocId": "88b6ac56-b880-46f9-8621-ef3491ab6235",
          "description": "Lead with the answer; group three to five MECE supports beneath it; recurse one level down. Top-down hierarchical structure for any document with a single recommendation.",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Architect",
        "layer": "block",
        "agents": [
          "Architect"
        ],
        "matchId": "019dd95a-10d4-718b-9f5f-f6be7bb5d87f",
        "evidence": "Answer-first exec summary precedes detailed evidence in rest of deck",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": "When the document has a single governing decision or recommendation the reader is asked to accept, and the case can be decomposed into a small number of clean groups. Strategy decks, board memos, investment committee papers.",
        "confidence": 90,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 2,
        "whyItWorks": "Solves the two failure modes of expert communication at once: (1) the long climb where readers wait pages for the answer, and (2) logical mush from non-MECE groupings. Progressive disclosure lets a reader stop at any depth and get the right information.",
        "antipattern": "Chronological structure (\"what we did, what we found, what we conclude\") instead of logical hierarchy. Top-of-pyramid that is a topic (\"strategic options\") instead of an answer (\"pursue Option B because...\"). Non-MECE supports that overlap or fail to cover the universe.",
        "cardinality": null,
        "narrativePurpose": "Transfer conviction with minimum reader effort by mirroring how decision-makers consume information: answer first, scaffolding behind."
      },
      {
        "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-10d4-718b-9f5f-f30f925816ce",
        "evidence": "Subtitle states Situation+Complication; 3 pillars give the Answer",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": null,
        "confidence": 88,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 2,
        "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-10d4-718b-9f5f-ffd239ae8fcc",
        "evidence": "1, 2, 3 numerals dominate the layout",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 85,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 2,
        "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-10d4-718b-9f5f-fb9d17cba151",
        "evidence": "Three numbered pillars: Infrastructure, Fragmented Hyperlocal, Cold-chain",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": null,
        "confidence": 92,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 2,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Anchoring Bias",
          "slug": "anchoring-bias",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-9254-73de-8f1b-c7250f8f4c9c",
          "version": 1,
          "bodyDocId": null,
          "description": "First piece of information becomes reference point for all subsequent judgments",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Architect",
        "layer": "block",
        "agents": [
          "Architect",
          "Storyteller"
        ],
        "matchId": "019dd95a-10d4-718b-9f60-677ccaca58fc",
        "evidence": "Anchors '>US$70B by 2025' as the size frame",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 70,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 8,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Loss Aversion",
          "slug": "loss-aversion",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-9761-738f-8fd4-558a63ea744a",
          "version": 1,
          "bodyDocId": null,
          "description": "Losses are felt 2x more strongly than equivalent gains - frame stakes as potential loss",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Storyteller",
        "layer": "block",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019dd95a-10d4-718b-9f60-786582610936",
        "evidence": "Frames stakes as 'before competitors build upon investments'",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 75,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 9,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Scarcity",
          "slug": "scarcity",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-9610-7038-a580-6ef34d95f742",
          "version": 1,
          "bodyDocId": null,
          "description": "Limited availability increases perceived value - time limits and exclusivity",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Storyteller",
        "layer": "block",
        "agents": [
          "Storyteller"
        ],
        "matchId": "019dd95a-10d4-718b-9f60-7773d4927751",
        "evidence": "Explicit 'small window' framing creates urgency",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 82,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 9,
        "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-10d4-718b-9f60-ae7437b48529",
        "evidence": "Three numbered demand drivers across the top row",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 80,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 13,
        "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-10d4-718b-9f60-1d51d628d165",
        "evidence": "First page of zoom-in loop sets context->conflict frame",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": null,
        "confidence": 70,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 4,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Inductive Reasoning",
          "slug": "inductive-reasoning",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-99c6-705e-94cc-76a504c3da37",
          "version": 1,
          "bodyDocId": null,
          "description": "Grouping similar evidence to form a conclusion (Evidence → Pattern → Conclusion)",
          "familyLabel": null,
          "categoryName": "Loop",
          "categorySlug": "loop"
        },
        "agent": "Architect",
        "layer": "loop",
        "agents": [
          "Architect"
        ],
        "matchId": "019dd95a-10d4-718b-9f60-45c76bd1cab8",
        "evidence": "First page of pattern-hunter loop stacking fragmentation evidence",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": null,
        "confidence": 80,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 6,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Argument from Analogy",
          "slug": "argument-from-analogy",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-9e3d-7762-a994-72a2f7104e7c",
          "version": 1,
          "bodyDocId": null,
          "description": "Drawing conclusions based on similarities between situations",
          "familyLabel": null,
          "categoryName": "Loop",
          "categorySlug": "loop"
        },
        "agent": "Architect",
        "layer": "loop",
        "agents": [
          "Architect"
        ],
        "matchId": "019dd95a-10d4-718b-9f60-7e8459de6c3d",
        "evidence": "First page of precedent loop sets up the China parallel",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 78,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 9,
        "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-10d4-718b-9f60-b5c7b6b221a8",
        "evidence": "First page of cold-chain zoom-in loop frames the data narrative",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": null,
        "confidence": 70,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 13,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Slide recipe: Cover",
          "slug": "cover-slide",
          "status": "active",
          "bestFor": null,
          "canonId": "019df269-2a08-767d-9128-e7431e6fe8a3",
          "version": 1,
          "bodyDocId": "019df269-29e5-7738-b5fa-6892e5dc8e65",
          "description": "The first ten seconds. Build it deliberately.",
          "familyLabel": "slide-recipe",
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "designer",
        "layer": "slide",
        "agents": [
          "designer"
        ],
        "matchId": "9ab49097-2ce3-4a61-b838-8bdd9c69588f",
        "evidence": "The slide serves as a cover page with a clear title and logo.",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-07-16 21:03:29.525602+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 1,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "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-10d4-718b-9f60-02b887171752",
        "evidence": "Subtitle 'extremely fragmented...opportunities for players who can consolidate'",
        "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": 95,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+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": "Core Message Extraction",
          "slug": "core-message-extraction",
          "status": "active",
          "bestFor": "Any slide that carries an argument or finding. The diagnostic: if the slide has a chart on it, it needs a core message. Run extraction whenever the current title is a topic (Q3 performance, Customer satisfaction) rather than a claim, or when a reader could reasonably draw more than one conclusion from the visible evidence.",
          "canonId": "019dd956-bc71-707d-8867-1b2e810175cf",
          "version": 1,
          "bodyDocId": "f85613cb-4b77-462f-bfe6-3b862516e1a6",
          "description": "The discipline of distilling raw analysis, data, or content into a single declarative sentence — the slide's core message — that the audience would walk away with if they remembered nothing else. Process, not artefact: extraction questions run on the raw content until one sentence falls out.",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Architect",
        "layer": "slide",
        "agents": [
          "Architect"
        ],
        "matchId": "019dd95a-10d4-718b-9f60-044a3fc4b9bd",
        "evidence": "Single thesis line distilled above three pillars",
        "pageRefs": null,
        "priority": null,
        "whenToUse": "Any slide that carries an argument or finding. The diagnostic: if the slide has a chart on it, it needs a core message. Run extraction whenever the current title is a topic (Q3 performance, Customer satisfaction) rather than a claim, or when a reader could reasonably draw more than one conclusion from the visible evidence.",
        "confidence": 80,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 2,
        "whyItWorks": "Solves the two failure modes of slide writing simultaneously: the topic title (which outsources interpretation to the audience and produces three different conclusions in three different heads) and the multi-thesis stapler (which exceeds working memory and gets remembered as fragments). Aligns with how readers actually consume decks — Heath & Heath's Find the Core, the journalist's nut graf, and Minto's governing thought all converge on the same cognitive economics.",
        "antipattern": "Topic titles disguised as core messages (Customer satisfaction, no verb, no stake); multi-thesis sentences stapled with and; hedged sentences (may show signs of possible softening); chart-caption titles (Revenue fell 4%) that restate what the chart already shows instead of naming the so-what; meta-commentary (this slide explores...) that describes the slide rather than concluding it.",
        "cardinality": null,
        "narrativePurpose": "Forces the slide author to do the interpretive work before the slide ships, so the audience does not have to do it during the meeting. Wins the WYSIATI battle on purpose — the loudest fragment on the page becomes the author's chosen sentence rather than whichever chart label happens to be largest."
      },
      {
        "tool": {
          "name": "Executive summary",
          "slug": "executive-summary",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd9e1-4b63-72d5-9734-da757d91ca61",
          "version": 1,
          "bodyDocId": null,
          "description": "A condensed view of the entire argument on a single slide / block.",
          "familyLabel": null,
          "categoryName": null,
          "categorySlug": null
        },
        "agent": null,
        "layer": "slide",
        "agents": null,
        "matchId": "e504db0f-3f88-4314-8b65-665d52bce500",
        "evidence": "The slide presents an executive summary in a list/numbered format.",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-07-16 21:03:29.602466+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 2,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": "common",
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Section divider",
          "slug": "section-divider",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd9e1-4c66-707d-8d1f-6e14547134c7",
          "version": 1,
          "bodyDocId": null,
          "description": "A transitional slide marking the start of a new section.",
          "familyLabel": null,
          "categoryName": null,
          "categorySlug": null
        },
        "agent": null,
        "layer": "slide",
        "agents": null,
        "matchId": "c2c3bd2b-3bbb-4ed2-ae16-1b83a65a38d1",
        "evidence": "The slide serves as a section divider with a clear title and logo.",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-07-16 21:03:29.676618+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 3,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": "common",
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "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-10d4-718b-9f60-0c718c52ad38",
        "evidence": "Title states 'many investment opportunities for...consolidation and roll-up'",
        "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 13:07:31.797377+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": "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-10d4-718b-9f60-1a3a7ec8bb0c",
        "evidence": "Each ecosystem node labelled with role and stat",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 80,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 4,
        "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-10d4-718b-9f60-11a7b89fb656",
        "evidence": "Network of icons (ports, warehouses, shops) as ecosystem metaphor",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": null,
        "confidence": 75,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 4,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Value chain",
          "slug": "value-chain",
          "status": "active",
          "bestFor": null,
          "canonId": "019de52d-1976-775b-9d04-0f230c09ffc6",
          "version": 1,
          "bodyDocId": null,
          "description": null,
          "familyLabel": null,
          "categoryName": null,
          "categorySlug": null
        },
        "agent": null,
        "layer": "slide",
        "agents": null,
        "matchId": "b7df5950-f97d-4642-91c7-d2a118c8c82c",
        "evidence": "Logistics supply chain flow from international ports to retail customers",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.7,
        "extraction": {
          "at": "2026-07-16 21:03:41.204844+00",
          "model": "or:meta-llama/llama-4-scout",
          "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-10d4-718b-9f60-1404f0a0baca",
        "evidence": "Two callout panels frame the central node diagram",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 80,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+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-10d4-718b-9f60-235867f53acc",
        "evidence": "Title: 'immediately swallowed up by new demand'",
        "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 13:07:31.797377+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-10d4-718b-9f60-2665909f83c7",
        "evidence": "Charts labelled with data values and trend arrows",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 80,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 5,
        "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-10d4-718b-9f60-2d1fd636f708",
        "evidence": "Names HCMC/Vung Tau, Hai Phong, Da Nang specifically",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 70,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+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-10d4-718b-9f60-2a1e5d4a26bb",
        "evidence": "Stacked panels on supply, demand, and hubs",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 75,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+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-10d4-718b-9f60-313742b9b5ff",
        "evidence": "Title states the 77.1% concentration insight directly",
        "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": 92,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+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-10d4-718b-9f60-35404164460d",
        "evidence": "CAGR +13.0% and +7.9% marked on stacked-bar charts",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 90,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+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-10d4-718b-9f60-3bfe7e055a74",
        "evidence": "Two parallel charts (Vung Tau/HCMC and Hai Phong) plus port table",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 85,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 6,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "So What? Test",
          "slug": "so-what-test",
          "status": "active",
          "bestFor": "On every slide carrying a chart, number, list, or finding intended to inform a decision; whenever a draft title is descriptive rather than directive; whenever the deck will circulate without its author.",
          "canonId": "019dd956-acd2-76f8-b59a-9bf15a89f10a",
          "version": 1,
          "bodyDocId": "fec04b06-b2f1-432b-a97b-916dc7563f64",
          "description": "The recursive editorial discipline of asking so-what of every slide, chart, and statement until the answer is an implication for the audience — that final answer becomes the slide's title; the chain becomes its body.",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Architect",
        "layer": "slide",
        "agents": [
          "Architect"
        ],
        "matchId": "019dd95a-10d4-718b-9f60-425dc90f03a4",
        "evidence": "Bottom-left callout: 'growth rapidly accelerated once access improved'",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": "On every slide carrying a chart, number, list, or finding intended to inform a decision; whenever a draft title is descriptive rather than directive; whenever the deck will circulate without its author.",
        "confidence": 80,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 6,
        "whyItWorks": "Solves the two failure modes of analytical communication at once: stopping at description (analyst-confidence problem) and leaving insight stranded in the analyst's head (translation problem). The recursion is what guarantees the implication makes it into ink.",
        "antipattern": "Stopping at the first tighter description (still a fact, not an implication), regressing past the audience's decision space into philosophy, smuggling the so-what into speaker notes, or re-using an implication aimed at a previous audience.",
        "cardinality": null,
        "narrativePurpose": "Forces every analytical artefact to close the gap between fact and decision, so the reader holds the recommendation by reading titles alone rather than reconstructing the analyst's mental model from raw evidence."
      },
      {
        "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-10d4-718b-9f60-3c0540f44016",
        "evidence": "Star bullets emphasise key port observations",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 70,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+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-10d4-718b-9f60-495e1cf164e4",
        "evidence": "Title: 'Hyperlocal adaptation is a must for mid-mile'",
        "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 13:07:31.797377+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": "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-10d4-718b-9f60-4d40688f7e3f",
        "evidence": "'<70Km shuttles between manufacturing hubs and gateway ports'",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 70,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 7,
        "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-10d4-718b-9f60-516305e79ca6",
        "evidence": "Region-by-region structured layout",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 70,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+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-10d4-718b-9f60-5659c761218e",
        "evidence": "Title: 'highly fragmented, comprised mostly of micro-to-small'",
        "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": 92,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+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": "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-10d4-718b-9f60-5a8a2694a5db",
        "evidence": "CAGR +15.1% labelled on stacked bar; values on every bar",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 90,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 8,
        "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-10d4-718b-9f60-5e1daf76c50e",
        "evidence": "Two parallel charts: revenue growth and company count/avg revenue",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 88,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 8,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "So What? Test",
          "slug": "so-what-test",
          "status": "active",
          "bestFor": "On every slide carrying a chart, number, list, or finding intended to inform a decision; whenever a draft title is descriptive rather than directive; whenever the deck will circulate without its author.",
          "canonId": "019dd956-acd2-76f8-b59a-9bf15a89f10a",
          "version": 1,
          "bodyDocId": "fec04b06-b2f1-432b-a97b-916dc7563f64",
          "description": "The recursive editorial discipline of asking so-what of every slide, chart, and statement until the answer is an implication for the audience — that final answer becomes the slide's title; the chain becomes its body.",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Architect",
        "layer": "slide",
        "agents": [
          "Architect"
        ],
        "matchId": "019dd95a-10d4-718b-9f60-61a774bb8a01",
        "evidence": "Dashed callout: 'COVID-19...should not reduce long-term potential'",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": "On every slide carrying a chart, number, list, or finding intended to inform a decision; whenever a draft title is descriptive rather than directive; whenever the deck will circulate without its author.",
        "confidence": 80,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 8,
        "whyItWorks": "Solves the two failure modes of analytical communication at once: stopping at description (analyst-confidence problem) and leaving insight stranded in the analyst's head (translation problem). The recursion is what guarantees the implication makes it into ink.",
        "antipattern": "Stopping at the first tighter description (still a fact, not an implication), regressing past the audience's decision space into philosophy, smuggling the so-what into speaker notes, or re-using an implication aimed at a previous audience.",
        "cardinality": null,
        "narrativePurpose": "Forces every analytical artefact to close the gap between fact and decision, so the reader holds the recommendation by reading titles alone rather than reconstructing the analyst's mental model from raw evidence."
      },
      {
        "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-10d4-718b-9f60-6a24eefb4522",
        "evidence": "Title: 'small window of opportunity before competitors build...'",
        "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 13:07:31.797377+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": "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-10d4-718b-9f60-6c4ccdc8a2f1",
        "evidence": "Illustrative PE portfolio diagram with logos and arrows",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": null,
        "confidence": 78,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 9,
        "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-10d4-718b-9f60-72b988ed0535",
        "evidence": "Two coloured zones: income/commerce vs infra/3PL",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 75,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+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-10d4-718b-9f60-81e6869ed7e1",
        "evidence": "Title: 'could follow Cainiao's playbook in China in the last decade'",
        "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": 92,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+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": "Authority Bias",
          "slug": "authority-bias",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-c38d-70b9-a284-b2b479763356",
          "version": 1,
          "bodyDocId": null,
          "description": "Expert opinions are weighted more heavily - cite credible sources",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Storyteller",
        "layer": "slide",
        "agents": [
          "Architect",
          "Storyteller"
        ],
        "matchId": "019dd95a-10d4-718b-9f60-93e101173429",
        "evidence": "Cites Time and alibabagroup.com as sources",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 70,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 10,
        "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-10d4-718b-9f60-8cca676c92c4",
        "evidence": "$4.9B invested, $3.3B in Nov 2019, 51%->63% stake",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 80,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 10,
        "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-10d4-718b-9f60-86535418917c",
        "evidence": "Cainiao open-platform diagram presented as the playbook to copy",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": null,
        "confidence": 92,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 10,
        "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-10d4-718b-9f60-89f94fbe5cde",
        "evidence": "Left flow diagram + right strategy/key-success-factors columns",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 75,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+00",
          "model": "claude-legacy",
          "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-10d4-718b-9f60-957654eea4b2",
        "evidence": "Title: 'Cainiao has secured access to land in Vietnam...'",
        "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 13:07:31.797377+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-10d4-718b-9f60-996462e13b12",
        "evidence": "Specific 110,000 sqm warehouse cluster figure",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 80,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 11,
        "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-10d4-718b-9f60-9ddda066296b",
        "evidence": "Map/illustration anchoring the local-execution proof point",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 70,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+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-10d4-718b-9f60-a179cd239d1e",
        "evidence": "Title: 'Long-term drivers fuel near-term growth spurts...'",
        "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 13:07:31.797377+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-10d4-718b-9f60-a68f90b16071",
        "evidence": "CAGR +5.8%, +9.3%, +7.2%, +25.9% on each driver chart",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 90,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 13,
        "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-10d4-718b-9f60-aa1daaefe37e",
        "evidence": "Four parallel growth charts: seafood, pharma, retail, e-commerce",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 92,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 13,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "So What? Test",
          "slug": "so-what-test",
          "status": "active",
          "bestFor": "On every slide carrying a chart, number, list, or finding intended to inform a decision; whenever a draft title is descriptive rather than directive; whenever the deck will circulate without its author.",
          "canonId": "019dd956-acd2-76f8-b59a-9bf15a89f10a",
          "version": 1,
          "bodyDocId": "fec04b06-b2f1-432b-a97b-916dc7563f64",
          "description": "The recursive editorial discipline of asking so-what of every slide, chart, and statement until the answer is an implication for the audience — that final answer becomes the slide's title; the chain becomes its body.",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Architect",
        "layer": "slide",
        "agents": [
          "Architect"
        ],
        "matchId": "019dd95a-10d4-718b-9f60-b30fab183589",
        "evidence": "Dashed callout sizing cold logistics from $0.7B to $2.1B",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": "On every slide carrying a chart, number, list, or finding intended to inform a decision; whenever a draft title is descriptive rather than directive; whenever the deck will circulate without its author.",
        "confidence": 78,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 13,
        "whyItWorks": "Solves the two failure modes of analytical communication at once: stopping at description (analyst-confidence problem) and leaving insight stranded in the analyst's head (translation problem). The recursion is what guarantees the implication makes it into ink.",
        "antipattern": "Stopping at the first tighter description (still a fact, not an implication), regressing past the audience's decision space into philosophy, smuggling the so-what into speaker notes, or re-using an implication aimed at a previous audience.",
        "cardinality": null,
        "narrativePurpose": "Forces every analytical artefact to close the gap between fact and decision, so the reader holds the recommendation by reading titles alone rather than reconstructing the analyst's mental model from raw evidence."
      },
      {
        "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-10d4-718b-9f60-b983108618d5",
        "evidence": "Title: 'cold warehouse market is forecast to reach US$295MM...'",
        "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 13:07:31.797377+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": "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-10d4-718b-9f60-bebe3839bf27",
        "evidence": "$169MM->$295MM arrow; per-country bar values",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 85,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 14,
        "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-10d4-718b-9f60-c7358354cab3",
        "evidence": "Left-side stat block + right-side benchmark chart",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 75,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 14,
        "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-10d4-718b-9f60-c1f9d0239643",
        "evidence": "Vietnam row boxed in orange and coloured blue vs grey peers",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 90,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 14,
        "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-10d4-718b-9f60-c8ba7a857c4c",
        "evidence": "Title: 'Cold warehouse capacity doubled from 2015 to 2021...25% added in 2021'",
        "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": 92,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+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": "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-10d4-718b-9f60-cf774f065f31",
        "evidence": "CAGR +12.7% and yearly capacity values labelled",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 88,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 15,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "So What? Test",
          "slug": "so-what-test",
          "status": "active",
          "bestFor": "On every slide carrying a chart, number, list, or finding intended to inform a decision; whenever a draft title is descriptive rather than directive; whenever the deck will circulate without its author.",
          "canonId": "019dd956-acd2-76f8-b59a-9bf15a89f10a",
          "version": 1,
          "bodyDocId": "fec04b06-b2f1-432b-a97b-916dc7563f64",
          "description": "The recursive editorial discipline of asking so-what of every slide, chart, and statement until the answer is an implication for the audience — that final answer becomes the slide's title; the chain becomes its body.",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Architect",
        "layer": "slide",
        "agents": [
          "Architect"
        ],
        "matchId": "019dd95a-10d4-718b-9f60-d2369a4e8c1f",
        "evidence": "Callout: 'no single player can offer >60,000 pallets...'",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": "On every slide carrying a chart, number, list, or finding intended to inform a decision; whenever a draft title is descriptive rather than directive; whenever the deck will circulate without its author.",
        "confidence": 82,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 15,
        "whyItWorks": "Solves the two failure modes of analytical communication at once: stopping at description (analyst-confidence problem) and leaving insight stranded in the analyst's head (translation problem). The recursion is what guarantees the implication makes it into ink.",
        "antipattern": "Stopping at the first tighter description (still a fact, not an implication), regressing past the audience's decision space into philosophy, smuggling the so-what into speaker notes, or re-using an implication aimed at a previous audience.",
        "cardinality": null,
        "narrativePurpose": "Forces every analytical artefact to close the gap between fact and decision, so the reader holds the recommendation by reading titles alone rather than reconstructing the analyst's mental model from raw evidence."
      },
      {
        "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-10d4-718b-9f60-d5d301d05171",
        "evidence": "Bar chart left, fragmented-player bubble chart right",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 72,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 15,
        "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-10d4-718b-9f60-da944f0a19c0",
        "evidence": "Title: 'highly fragmented...attractive investment opportunities to acquire a leading market 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": 92,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+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": "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-10d4-718b-9f60-e035101928d6",
        "evidence": "% labels on pies; %-difference column quantifying gap",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 80,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 16,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Market Segmentation Pyramid",
          "slug": "market-segmentation-pyramid",
          "status": "active",
          "bestFor": null,
          "canonId": "1c9f3543-c96f-4a5b-b4a4-9b2a412c0aaf",
          "version": 1,
          "bodyDocId": null,
          "description": null,
          "familyLabel": null,
          "categoryName": null,
          "categorySlug": null
        },
        "agent": null,
        "layer": "slide",
        "agents": null,
        "matchId": "b694ef4b-b2ac-4c2f-adae-e2ff1e285ae3",
        "evidence": "The average cost per refrigerated truck runs 23%-46% higher than normal trucks, which represents an additional barrier for smaller SMEs to enter the cold-chain logistics sub-segment.",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.7,
        "extraction": {
          "at": "2026-07-16 21:03:30.818489+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 16,
        "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-10d4-718b-9f60-dd3568005ba2",
        "evidence": "Three parallel panels: weight pies, refrigerated share pie, cost table",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 85,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 16,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "So What? Test",
          "slug": "so-what-test",
          "status": "active",
          "bestFor": "On every slide carrying a chart, number, list, or finding intended to inform a decision; whenever a draft title is descriptive rather than directive; whenever the deck will circulate without its author.",
          "canonId": "019dd956-acd2-76f8-b59a-9bf15a89f10a",
          "version": 1,
          "bodyDocId": "fec04b06-b2f1-432b-a97b-916dc7563f64",
          "description": "The recursive editorial discipline of asking so-what of every slide, chart, and statement until the answer is an implication for the audience — that final answer becomes the slide's title; the chain becomes its body.",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Architect",
        "layer": "slide",
        "agents": [
          "Architect"
        ],
        "matchId": "019dd95a-10d4-718b-9f60-e6a22e91fc5a",
        "evidence": "Callout: '23-46% higher cost...additional barrier for SMEs'",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": "On every slide carrying a chart, number, list, or finding intended to inform a decision; whenever a draft title is descriptive rather than directive; whenever the deck will circulate without its author.",
        "confidence": 82,
        "extraction": {
          "at": "2026-04-29 13:07:31.797377+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 16,
        "whyItWorks": "Solves the two failure modes of analytical communication at once: stopping at description (analyst-confidence problem) and leaving insight stranded in the analyst's head (translation problem). The recursion is what guarantees the implication makes it into ink.",
        "antipattern": "Stopping at the first tighter description (still a fact, not an implication), regressing past the audience's decision space into philosophy, smuggling the so-what into speaker notes, or re-using an implication aimed at a previous audience.",
        "cardinality": null,
        "narrativePurpose": "Forces every analytical artefact to close the gap between fact and decision, so the reader holds the recommendation by reading titles alone rather than reconstructing the analyst's mental model from raw evidence."
      }
    ],
    "frameworks": [
      {
        "matchId": "019dd95a-1ca5-70bb-bba1-97f0b0b04966",
        "evidence": "Diagram traces first-mile, mid-mile, warehouse, last-mile nodes with arrows",
        "framework": null,
        "confidence": 75,
        "extraction": {
          "at": "2026-04-29 13:07:34.826634+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 4,
        "frameworkName": "Logistics Value Chain"
      },
      {
        "matchId": "2849faec-f2d1-492a-9214-50824af1c6aa",
        "evidence": "The slide maps the flow of goods from international ports through mid-mile to retail customers.",
        "framework": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-05-02 19:47:33.29+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 4,
        "frameworkName": "value-chain"
      },
      {
        "matchId": "e30a7e8b-1ba4-4e77-9a78-916cf2713fa2",
        "evidence": "The diagram maps the flow of data and capital between portfolio companies to create a logistics platform.",
        "framework": null,
        "confidence": 0.8,
        "extraction": {
          "at": "2026-05-02 19:47:31.316+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 9,
        "frameworkName": "value-chain"
      },
      {
        "matchId": "746a9638-4645-45f4-9a10-78057dd93c7c",
        "evidence": "Using Cainiao's China playbook as a model for Vietnam",
        "framework": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-05-02 19:47:28.717+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 10,
        "frameworkName": "metaphor-analogy"
      },
      {
        "matchId": "019dd95a-1ca5-70bb-bba1-9be41ae9ba70",
        "evidence": "Bar chart compares Vietnam vs Americas/Europe/Asia peers on cold-storage per capita",
        "framework": null,
        "confidence": 70,
        "extraction": {
          "at": "2026-04-29 13:07:34.826634+00",
          "model": "claude-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 14,
        "frameworkName": "Cross-country Benchmark"
      },
      {
        "matchId": "b167d29b-1427-4b54-8518-673cfc79850e",
        "evidence": "Analysis of market concentration and player size distribution",
        "framework": null,
        "confidence": 0.7,
        "extraction": {
          "at": "2026-05-02 19:47:30.158+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 15,
        "frameworkName": "market-segmentation-pyramid"
      }
    ],
    "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": "Exec summary frames market; p4-5 describe ecosystem and infrastructure",
            "position": 1,
            "start_page": 2
          },
          {
            "name": "Problem & Complication",
            "end_page": 8,
            "evidence": "Fragmentation evidence: ports concentrated, mid-mile hyperlocal, micro-SMEs",
            "position": 2,
            "start_page": 6
          },
          {
            "name": "Solution & Approach",
            "end_page": 11,
            "evidence": "Window of opportunity (p9) + Cainiao playbook as the model (p10-11)",
            "position": 3,
            "start_page": 9
          },
          {
            "name": "Evidence & Proof",
            "end_page": 16,
            "evidence": "Cold-chain section: drivers, sizing, fragmentation, barriers prove the thesis",
            "position": 4,
            "start_page": 12
          },
          {
            "name": "Impact & Next Steps",
            "end_page": 19,
            "evidence": "Contacts and ASEAN specialist team bios as the call to action",
            "position": 5,
            "start_page": 17
          }
        ],
        "evidence": "Cover -> Exec Summary (p2) -> industry context (p4-8) -> solution+precedent (p9-11) -> cold-chain proof (p13-16) -> contacts (p17-19) maps cleanly to SCQA gambit.",
        "confidence": 92
      },
      "loops": [
        {
          "id": 6,
          "slug": "06-zoom-in",
          "end_page": 5,
          "evidence": "p4 shows ecosystem big picture; p5 zooms into infra-supply imbalance",
          "position": 1,
          "objective": "Zoom from Vietnam's logistics ecosystem map down to infrastructure-supply problem",
          "confidence": 75,
          "start_page": 4
        },
        {
          "id": 2,
          "slug": "02-pattern-hunter",
          "end_page": 8,
          "evidence": "Port concentration (p6) + hyperlocal mid-mile (p7) + micro-SME chart (p8) -> fragmentation pattern",
          "position": 2,
          "objective": "Stack three pieces of evidence to land 'fragmented, no clear winners'",
          "confidence": 85,
          "start_page": 6
        },
        {
          "id": 9,
          "slug": "09-precedent",
          "end_page": 11,
          "evidence": "p9 frames opportunity, p10-11 explicitly invoke 'Cainiao's playbook in China' with $29B valuation",
          "position": 3,
          "objective": "Use Cainiao/China as precedent for the recommended Vietnam play",
          "confidence": 88,
          "start_page": 9
        },
        {
          "id": 6,
          "slug": "06-zoom-in",
          "end_page": 16,
          "evidence": "Drivers (p13) -> sizing (p14) -> fragmentation (p15) -> investment thesis (p16)",
          "position": 4,
          "objective": "Zoom into cold-chain sub-segment as the most attractive opportunity",
          "confidence": 82,
          "start_page": 13
        }
      ],
      "slide_tools": [
        {
          "tools": [
            {
              "id": 1,
              "slug": "scqa-framework",
              "layer": "Block",
              "evidence": "Subtitle states Situation+Complication; 3 pillars give the Answer",
              "confidence": 88
            },
            {
              "id": 3,
              "slug": "pyramid-principle",
              "layer": "Block",
              "evidence": "Answer-first exec summary precedes detailed evidence in rest of deck",
              "confidence": 90
            },
            {
              "id": 16,
              "slug": "three-pillars",
              "layer": "Block",
              "evidence": "Three numbered pillars: Infrastructure, Fragmented Hyperlocal, Cold-chain",
              "confidence": 92
            },
            {
              "id": 34,
              "slug": "the-rule-of-three",
              "layer": "Block",
              "evidence": "1, 2, 3 numerals dominate the layout",
              "confidence": 85
            },
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Subtitle 'extremely fragmented...opportunities for players who can consolidate'",
              "confidence": 95
            },
            {
              "id": 153,
              "slug": "core-message-extraction",
              "layer": "Slide",
              "evidence": "Single thesis line distilled above three pillars",
              "confidence": 80
            },
            {
              "id": 17,
              "slug": "governing-thought",
              "layer": "Block",
              "evidence": "Consolidate-and-roll-up thesis governs all subsequent sections",
              "confidence": 75
            }
          ],
          "page_number": 2
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title states 'many investment opportunities for...consolidation and roll-up'",
              "confidence": 90
            },
            {
              "id": 121,
              "slug": "metaphor-analogy",
              "layer": "Slide",
              "evidence": "Network of icons (ports, warehouses, shops) as ecosystem metaphor",
              "confidence": 75
            },
            {
              "id": 132,
              "slug": "visual-hierarchy",
              "layer": "Slide",
              "evidence": "Two callout panels frame the central node diagram",
              "confidence": 80
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Each ecosystem node labelled with role and stat",
              "confidence": 80
            },
            {
              "id": 80,
              "slug": "data-story-arc",
              "layer": "Loop",
              "evidence": "First page of zoom-in loop sets context->conflict frame",
              "confidence": 70
            }
          ],
          "page_number": 4
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title: 'immediately swallowed up by new demand'",
              "confidence": 90
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Charts labelled with data values and trend arrows",
              "confidence": 80
            },
            {
              "id": 132,
              "slug": "visual-hierarchy",
              "layer": "Slide",
              "evidence": "Stacked panels on supply, demand, and hubs",
              "confidence": 75
            },
            {
              "id": 154,
              "slug": "concrete-language",
              "layer": "Slide",
              "evidence": "Names HCMC/Vung Tau, Hai Phong, Da Nang specifically",
              "confidence": 70
            }
          ],
          "page_number": 5
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title states the 77.1% concentration insight directly",
              "confidence": 92
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "CAGR +13.0% and +7.9% marked on stacked-bar charts",
              "confidence": 90
            },
            {
              "id": 133,
              "slug": "small-multiples",
              "layer": "Slide",
              "evidence": "Two parallel charts (Vung Tau/HCMC and Hai Phong) plus port table",
              "confidence": 85
            },
            {
              "id": 158,
              "slug": "von-restorff-effect",
              "layer": "Slide",
              "evidence": "Star bullets emphasise key port observations",
              "confidence": 70
            },
            {
              "id": 119,
              "slug": "so-what-test",
              "layer": "Slide",
              "evidence": "Bottom-left callout: 'growth rapidly accelerated once access improved'",
              "confidence": 80
            },
            {
              "id": 74,
              "slug": "inductive-reasoning",
              "layer": "Loop",
              "evidence": "First page of pattern-hunter loop stacking fragmentation evidence",
              "confidence": 80
            }
          ],
          "page_number": 6
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title: 'Hyperlocal adaptation is a must for mid-mile'",
              "confidence": 85
            },
            {
              "id": 154,
              "slug": "concrete-language",
              "layer": "Slide",
              "evidence": "'<70Km shuttles between manufacturing hubs and gateway ports'",
              "confidence": 70
            },
            {
              "id": 132,
              "slug": "visual-hierarchy",
              "layer": "Slide",
              "evidence": "Region-by-region structured layout",
              "confidence": 70
            }
          ],
          "page_number": 7
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title: 'highly fragmented, comprised mostly of micro-to-small'",
              "confidence": 92
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "CAGR +15.1% labelled on stacked bar; values on every bar",
              "confidence": 90
            },
            {
              "id": 133,
              "slug": "small-multiples",
              "layer": "Slide",
              "evidence": "Two parallel charts: revenue growth and company count/avg revenue",
              "confidence": 88
            },
            {
              "id": 119,
              "slug": "so-what-test",
              "layer": "Slide",
              "evidence": "Dashed callout: 'COVID-19...should not reduce long-term potential'",
              "confidence": 80
            },
            {
              "id": 56,
              "slug": "anchoring-bias",
              "layer": "Block",
              "evidence": "Anchors '>US$70B by 2025' as the size frame",
              "confidence": 70
            }
          ],
          "page_number": 8
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title: 'small window of opportunity before competitors build...'",
              "confidence": 90
            },
            {
              "id": 121,
              "slug": "metaphor-analogy",
              "layer": "Slide",
              "evidence": "Illustrative PE portfolio diagram with logos and arrows",
              "confidence": 78
            },
            {
              "id": 132,
              "slug": "visual-hierarchy",
              "layer": "Slide",
              "evidence": "Two coloured zones: income/commerce vs infra/3PL",
              "confidence": 75
            },
            {
              "id": 65,
              "slug": "scarcity",
              "layer": "Block",
              "evidence": "Explicit 'small window' framing creates urgency",
              "confidence": 82
            },
            {
              "id": 68,
              "slug": "loss-aversion",
              "layer": "Block",
              "evidence": "Frames stakes as 'before competitors build upon investments'",
              "confidence": 75
            },
            {
              "id": 85,
              "slug": "argument-from-analogy",
              "layer": "Loop",
              "evidence": "First page of precedent loop sets up the China parallel",
              "confidence": 78
            }
          ],
          "page_number": 9
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title: 'could follow Cainiao's playbook in China in the last decade'",
              "confidence": 92
            },
            {
              "id": 121,
              "slug": "metaphor-analogy",
              "layer": "Slide",
              "evidence": "Cainiao open-platform diagram presented as the playbook to copy",
              "confidence": 92
            },
            {
              "id": 132,
              "slug": "visual-hierarchy",
              "layer": "Slide",
              "evidence": "Left flow diagram + right strategy/key-success-factors columns",
              "confidence": 75
            },
            {
              "id": 154,
              "slug": "concrete-language",
              "layer": "Slide",
              "evidence": "$4.9B invested, $3.3B in Nov 2019, 51%->63% stake",
              "confidence": 80
            },
            {
              "id": 169,
              "slug": "authority-bias",
              "layer": "Slide",
              "evidence": "Cites Time and alibabagroup.com as sources",
              "confidence": 70
            }
          ],
          "page_number": 10
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title: 'Cainiao has secured access to land in Vietnam...'",
              "confidence": 80
            },
            {
              "id": 154,
              "slug": "concrete-language",
              "layer": "Slide",
              "evidence": "Specific 110,000 sqm warehouse cluster figure",
              "confidence": 80
            },
            {
              "id": 132,
              "slug": "visual-hierarchy",
              "layer": "Slide",
              "evidence": "Map/illustration anchoring the local-execution proof point",
              "confidence": 70
            }
          ],
          "page_number": 11
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title: 'Long-term drivers fuel near-term growth spurts...'",
              "confidence": 90
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "CAGR +5.8%, +9.3%, +7.2%, +25.9% on each driver chart",
              "confidence": 90
            },
            {
              "id": 133,
              "slug": "small-multiples",
              "layer": "Slide",
              "evidence": "Four parallel growth charts: seafood, pharma, retail, e-commerce",
              "confidence": 92
            },
            {
              "id": 34,
              "slug": "the-rule-of-three",
              "layer": "Block",
              "evidence": "Three numbered demand drivers across the top row",
              "confidence": 80
            },
            {
              "id": 119,
              "slug": "so-what-test",
              "layer": "Slide",
              "evidence": "Dashed callout sizing cold logistics from $0.7B to $2.1B",
              "confidence": 78
            },
            {
              "id": 80,
              "slug": "data-story-arc",
              "layer": "Loop",
              "evidence": "First page of cold-chain zoom-in loop frames the data narrative",
              "confidence": 70
            }
          ],
          "page_number": 13
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title: 'cold warehouse market is forecast to reach US$295MM...'",
              "confidence": 90
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "$169MM->$295MM arrow; per-country bar values",
              "confidence": 85
            },
            {
              "id": 158,
              "slug": "von-restorff-effect",
              "layer": "Slide",
              "evidence": "Vietnam row boxed in orange and coloured blue vs grey peers",
              "confidence": 90
            },
            {
              "id": 39,
              "slug": "benchmark-gap",
              "layer": "Block",
              "evidence": "Vietnam 0.074 benchmarked vs Netherlands 0.945, US 0.577",
              "confidence": 80
            },
            {
              "id": 132,
              "slug": "visual-hierarchy",
              "layer": "Slide",
              "evidence": "Left-side stat block + right-side benchmark chart",
              "confidence": 75
            }
          ],
          "page_number": 14
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title: 'Cold warehouse capacity doubled from 2015 to 2021...25% added in 2021'",
              "confidence": 92
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "CAGR +12.7% and yearly capacity values labelled",
              "confidence": 88
            },
            {
              "id": 119,
              "slug": "so-what-test",
              "layer": "Slide",
              "evidence": "Callout: 'no single player can offer >60,000 pallets...'",
              "confidence": 82
            },
            {
              "id": 132,
              "slug": "visual-hierarchy",
              "layer": "Slide",
              "evidence": "Bar chart left, fragmented-player bubble chart right",
              "confidence": 72
            }
          ],
          "page_number": 15
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title: 'highly fragmented...attractive investment opportunities to acquire a leading market share'",
              "confidence": 92
            },
            {
              "id": 133,
              "slug": "small-multiples",
              "layer": "Slide",
              "evidence": "Three parallel panels: weight pies, refrigerated share pie, cost table",
              "confidence": 85
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "% labels on pies; %-difference column quantifying gap",
              "confidence": 80
            },
            {
              "id": 119,
              "slug": "so-what-test",
              "layer": "Slide",
              "evidence": "Callout: '23-46% higher cost...additional barrier for SMEs'",
              "confidence": 82
            }
          ],
          "page_number": 16
        }
      ],
      "slides_seen": 20,
      "deck_summary": "A&M's Vietnam Logistics deck aligns strongly with the Storymakers Consultant's Gambit: pyramid-style exec summary, action-titled slides, layered fragmentation evidence, a Cainiao precedent, and a cold-chain zoom-in. Weaker on emotional/story tools - it leans almost entirely on data, charts, and analogy.",
      "secondary_arcs": [
        {
          "id": 11,
          "slug": "triple-take",
          "beats": [
            {
              "name": "The Facts (What)",
              "end_page": 8,
              "evidence": "Hard data on ports, mid-mile, fragmentation",
              "position": 1,
              "start_page": 4
            },
            {
              "name": "The Implications (So What)",
              "end_page": 11,
              "evidence": "Window closing; Cainiao shows what winning looks like",
              "position": 2,
              "start_page": 9
            },
            {
              "name": "The Action (Now What)",
              "end_page": 19,
              "evidence": "Cold-chain is where to act; contacts to engage",
              "position": 3,
              "start_page": 13
            }
          ],
          "evidence": "Cold-chain section follows facts -> implications -> action; exec summary three pillars echo What/So-What/Now-What.",
          "confidence": 65
        }
      ],
      "images_inspected": 10,
      "slide_frameworks": [
        {
          "frameworks": [
            {
              "name": "Logistics Value Chain",
              "slug": "logistics-value-chain",
              "evidence": "Diagram traces first-mile, mid-mile, warehouse, last-mile nodes with arrows",
              "confidence": 75
            }
          ],
          "page_number": 4
        },
        {
          "frameworks": [
            {
              "name": "Cross-country Benchmark",
              "slug": "benchmark-gap",
              "evidence": "Bar chart compares Vietnam vs Americas/Europe/Asia peers on cold-storage per capita",
              "confidence": 70
            }
          ],
          "page_number": 14
        }
      ]
    },
    "matchedAt": "2026-04-26 08:40:19+00",
    "slidesSeen": 20,
    "deckSummary": "A&M's Vietnam Logistics deck aligns strongly with the Storymakers Consultant's Gambit: pyramid-style exec summary, action-titled slides, layered fragmentation evidence, a Cainiao precedent, and a cold-chain zoom-in. Weaker on emotional/story tools - it leans almost entirely on data, charts, and analogy.",
    "imagesInspected": 10,
    "extractionSeconds": 323.0942
  },
  "score": {
    "backend": "codex",
    "scoredAt": "2026-05-02 22:45:53.854+00",
    "subScores": {
      "scqa_arc": 65,
      "action_titles": 81,
      "mece_structure": 67,
      "closing_strength": 42,
      "evidence_quality": 84,
      "clarity_of_thesis": 88,
      "production_quality": 66,
      "visual_storytelling": 78
    },
    "totalScore": 71,
    "coveragePct": 100,
    "explanations": {
      "scqa_arc": "The deck establishes situation and complication across slides 2-8 and gives an answer in slides 13-16, but the central question is implicit and the middle often reads as an analytical dump.",
      "action_titles": "Most substantive slides use insight-bearing sentences, though many are long; for example, slide 15 states \"Cold warehouse capacity doubled from 2015 to 2021, 25% of that capacity added in 2021, showing accelerating growth.\"",
      "mece_structure": "The deck separates industry dynamics from cold-chain opportunity, but first-mile, mid-mile, platform, e-commerce, and cold-chain themes overlap while gaps remain around risks, economics, and execution plan.",
      "closing_strength": "The substantive argument ends on slide 16 and then moves to contacts and disclaimer on slides 17-20, with no explicit recommendation, decision ask, or next-step roadmap.",
      "evidence_quality": "Most claims are backed by charts, metrics, market sizing, benchmarks, and precedent cases, especially slides 5-8 and 13-16, though some consolidation upside remains assertion-led.",
      "clarity_of_thesis": "The investment thesis is identifiable by slide 2: fragmented Vietnamese logistics creates consolidation and roll-up opportunities, reinforced again on slides 4-5.",
      "production_quality": "Action-title density is high and the consulting format is consistent, but very dense pages, long ellipsis-heavy titles, and uneven footnote discipline reduce polish.",
      "visual_storytelling": "Slides generally choose useful tools such as maps, process flows, bar charts, market maps, and callouts, but overcrowding on slides 4-8 and 13-16 weakens message control."
    },
    "slidesAnalyzed": 20
  },
  "review": {
    "backend": null,
    "verdict": "A competent A&M pitch-style market-opportunity report with strong action titles and a clean answer-first opening, but it buries the tension and has no recommendation — useful as a teaching example of insight-bearing titles and Cainiao-style precedent use, not as a full SCQA exemplar.",
    "reviewedAt": "2026-04-24 13:26:22+00",
    "slidesSeen": 20,
    "suggestions": [
      "Add an explicit recommendation slide between p.16 and Contacts: 'Acquire X-type cold-chain platform in HCMC/Hai Phong within 12 months' — state the ask, the size, the timing, the expected return",
      "Pull the 'small window of opportunity' tension (p.9) forward into slides 2-3 so the complication sits next to the situation, not after five pages of market data",
      "Rework the two dividers into MECE pillars of the thesis (e.g. Pillar 1 Why now, Pillar 2 Where to play — first-mile vs. cold-chain, Pillar 3 How to win — Cainiao-style roll-up) instead of 'Industry Dynamics' + 'Cold-chain'",
      "Collapse the duplicate team-bio pages (p.18-19) into one and use the reclaimed slide for a decision-ready next-steps matrix"
    ],
    "closingScore": 38,
    "openingScore": 78,
    "topStrengths": [
      "Clear answer-first thesis on p.2 stated as a complete sentence, not a topic label",
      "Insight-bearing action titles throughout the analytical middle (p.5, p.6, p.8, p.15) with concrete numbers baked into the title",
      "Use of the Cainiao China playbook (p.10-11) as a cited precedent gives the 'so what' an analogy rather than just raw data"
    ],
    "topWeaknesses": [
      "No recommendation or call-to-action slide — deck ends at p.16 analysis, then jumps straight to Contacts and team bios",
      "Section structure is shallow: only two dividers (p.3, p.12) and they are topic dumps, not MECE pillars of the investment thesis",
      "Duplicated team-bio slides (p.18 and p.19 carry the same 'Reach out to our ASEAN specialists' title) waste the closing real estate",
      "Complication/tension ('small window before competitors', p.9) is introduced mid-deck rather than up front, so the urgency is not felt during the opening"
    ],
    "narrativeScore": 64,
    "pillarCritique": "Only two dividers — p.3 'Industry Dynamics and Opportunities' and p.12 'Cold-chain logistics' — and both are topic labels rather than MECE pillars; the structure reads as 'overview, then zoom into one sub-segment' rather than a deliberate decomposition of the opportunity space.",
    "closingCritique": "The last analytical slide (p.16) ends on 'attractive investment opportunities' as a generality, then the deck dissolves into Contacts → two identical 'Reach out to our ASEAN specialists' team bios (p.18-19) → Disclaimer. There is no explicit recommendation slide, no prioritized next step, and no memorable close — just a soft-sell handoff.",
    "openingCritique": "Slide 2 leads with a full thesis sentence ('fragmented… but offers opportunities for players who can consolidate and roll-up'), which is textbook answer-first. It loses a few points because there is no stakes/tension framing before the answer — it jumps straight from cover to executive summary with no hook.",
    "extractionSeconds": 82.333015,
    "narrativeCritique": "Setup (fragmented market, p.2) and complication (closing window before competitors, p.9) land cleanly, and the Cainiao analogy (p.10-11) bridges to cold-chain as the specific play — but resolution is missing: the deck stops analyzing at p.16 and hands off to 'Contacts' without an explicit recommendation or ask.",
    "titleQualityScore": 80,
    "titleQualityCritique": "Most titles are genuine action titles bearing a specific insight — e.g. p.6 'High concentration exists in the first mile, with 6 of 75 ports accounting for 77.1% of container throughput' and p.15 'Cold warehouse capacity doubled from 2015 to 2021, 25% of that capacity added in 2021'. A couple drift into topic-label territory (p.12 divider, p.18-19 generic 'Reach out to our ASEAN specialists')."
  },
  "activistThesis": null,
  "pitchdeck": {
    "metadata": null,
    "profile": null
  },
  "slides": [
    {
      "page": 1,
      "type": "setup",
      "function": "front_matter",
      "imagePath": "https://imgproxy.kitesheet.com/0DpiTVqVml5zY412qa3JM6L_1OCCY4kyh4r1_nwYey0/rs:fit:1200:1200:0/q:82/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy83N2Q5MDE5ZmI2YzRiYjI0L3AwMDEuanBn",
      "rawType": "cover",
      "block": null,
      "metadata": {
        "slideType": "cover",
        "slideTypeCanon": {
          "name": "Cover",
          "slug": "cover",
          "status": "active",
          "canonId": "019de52d-05f2-729d-9f93-e0504f0a2410",
          "version": 1,
          "description": null
        },
        "function": "front_matter",
        "functionCanon": {
          "name": "Front matter",
          "slug": "front_matter",
          "status": "active",
          "canonId": "019de52d-133d-73f0-9e26-201eda96b098",
          "version": 1,
          "description": null
        },
        "density": "sparse",
        "densityScore": 14,
        "componentCount": 4,
        "textChars": 147,
        "nDataPoints": 0,
        "notes": null,
        "elementsJson": [
          "photo",
          "logo_grid"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:47:27.587+00",
          "seconds": 2.377,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-027f9ecf8a5e/1",
        "deck": "/decks/019dd923-5ca1-7489-b634-027f9ecf8a5e",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-027f9ecf8a5e#slide-1",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-027f9ecf8a5e.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.05,
            "w": 0.4,
            "x": 0.05,
            "y": 0.9
          },
          "kind": "disclaimer",
          "text": "CONFIDENTIAL – NOT FOR DISTRIBUTION",
          "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 19:47:27.587+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "6e5140bc-9b02-44c4-b90a-4175d8d62a83",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.2,
            "x": 0.75,
            "y": 0.38
          },
          "kind": "image",
          "text": "Alvarez & Marsal",
          "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 19:47:27.587+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "5c3a6696-9f5f-45a6-9131-e72cb7bed8b8",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.1,
            "w": 0.6,
            "x": 0.05,
            "y": 0.45
          },
          "kind": "paragraph",
          "text": "July 2022 | Investment Opportunities in a Fast-growing Highly-fragmented Sector",
          "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 19:47:27.587+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "f8fdbec2-9e67-484d-9553-7afb39af09e2",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.6,
            "x": 0.05,
            "y": 0.2
          },
          "kind": "title",
          "text": "Vietnam Logistics",
          "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 19:47:27.587+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "e4af3203-5d35-4336-bf9c-db6d6c0b7d50",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "Slide recipe: Cover",
            "slug": "cover-slide",
            "status": "active",
            "bestFor": null,
            "canonId": "019df269-2a08-767d-9128-e7431e6fe8a3",
            "version": 1,
            "bodyDocId": "019df269-29e5-7738-b5fa-6892e5dc8e65",
            "description": "The first ten seconds. Build it deliberately.",
            "familyLabel": "slide-recipe",
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "designer",
          "layer": "slide",
          "agents": [
            "designer"
          ],
          "matchId": "9ab49097-2ce3-4a61-b838-8bdd9c69588f",
          "evidence": "The slide serves as a cover page with a clear title and logo.",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-07-16 21:03:29.525602+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 1,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "frameworks": [],
      "arcBeats": [],
      "loops": [],
      "thumbSrc": "https://imgproxy.kitesheet.com/0eSliSlvau9fdCaBeDRKgK5GlIwHenTVg39VAsHePnU/rs:fit:480:480:0/q:78/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy83N2Q5MDE5ZmI2YzRiYjI0L3AwMDEuanBn",
      "imagePathAlt": "https://imgproxy.kitesheet.com/j_e_PDLtbhQYLAU2eyL-yhZoENBOQOdEXkhAScSV65o/rs:fit:1200:1200:0/q:82/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy83N2Q5MDE5ZmI2YzRiYjI0L3AwMDEucG5n",
      "thumbSrcAlt": "https://imgproxy.kitesheet.com/m2-AY5M8dB1jsnEvaXKQzGlxMS0mAETDKMYxfsyRnv8/rs:fit:480:480:0/q:78/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy83N2Q5MDE5ZmI2YzRiYjI0L3AwMDEucG5n"
    },
    {
      "page": 2,
      "type": "setup",
      "function": "summarize",
      "rawType": "executive_summary",
      "block": null,
      "metadata": {
        "slideType": "executive_summary",
        "slideTypeCanon": {
          "name": "Executive summary",
          "slug": "executive_summary",
          "status": "active",
          "canonId": "019de52d-06be-73ff-81b3-f99fe7f0025e",
          "version": 1,
          "description": null
        },
        "function": "summarize",
        "functionCanon": {
          "name": "Summarize",
          "slug": "summarize",
          "status": "active",
          "canonId": "019de52d-1541-704f-b86f-bf7b75056373",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 74,
        "componentCount": 7,
        "textChars": 1651,
        "nDataPoints": 4,
        "notes": null,
        "elementsJson": [
          "headline_text",
          "numbered_list",
          "paragraph"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:47:28.437+00",
          "seconds": 3.224,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-027f9ecf8a5e/2",
        "deck": "/decks/019dd923-5ca1-7489-b634-027f9ecf8a5e",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-027f9ecf8a5e#slide-2",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-027f9ecf8a5e.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "Vietnam’s logistics ecosystem is extremely fragmented, with no clear winners, but offers opportunities for players who can consolidate and roll-up existing infrastructure to achieve meaningful scale.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-24 12:42:17+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-a675-704b-b9a8-86610e85550b",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.25,
            "w": 0.9,
            "x": 0.05,
            "y": 0.65
          },
          "kind": "list",
          "text": "3. Key Opportunity: Cold-chain Segment\nThe cold-chain logistics subsegment is particularly ripe for growth due to market trends in food, pharma and retail.\nThe cold-chain sector has a high barrier to entry and presents opportunities for well-capitalized investors.\nAt a CAGR of 11.8%, Vietnam's cold warehouse market is outpacing the rest of the world.\nDespite the growth, warehouses are running out of capacity during peak seasons.\nWhile cold warehouse capacity doubled from 2015 to 2021, there are still no dominant players in the market.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Numbered list",
              "slug": "numbered",
              "status": "active",
              "canonId": "019de52c-fcc0-7718-a284-a4250c805df2",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "numbered",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:47:28.437+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "17cc71a0-1303-441d-ac3d-16714fd3fae4",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.85,
            "x": 0.05,
            "y": 0.26
          },
          "kind": "list",
          "text": "1. Infrastructure Overview\nWell capitalized investors can take advantage of high demand and low supply for logistics (ports, warehouse, trucking and waterway) through consolidation and roll-up to achieve scale.\nFirst-mile utilization of infrastructure is very high while others remain under utilized due to poor quality infrastructure.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Numbered list",
              "slug": "numbered",
              "status": "active",
              "canonId": "019de52c-fcc0-7718-a284-a4250c805df2",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "numbered",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:47:28.437+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "28698de1-0220-4dc0-b07c-9cf721f709f5",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.18,
            "w": 0.85,
            "x": 0.05,
            "y": 0.43
          },
          "kind": "list",
          "text": "2. Fragmented, Hyperlocal Logistics\nHyperlocal adaptation is a must for mid-mile, as each region has different terrain characteristics and cargo flows.\nThe logistics market is highly fragmented, comprising mostly of micro-to-small size enterprises.\nThe warehouse and transport sector is growing at a CAGR of 15.1% and will be more than US$70B by 2025.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Numbered list",
              "slug": "numbered",
              "status": "active",
              "canonId": "019de52c-fcc0-7718-a284-a4250c805df2",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "numbered",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:47:28.437+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "872cfb0c-14b4-4059-bdb9-99aa21806213",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "CAGR: 15.1%",
          "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 12:42:17+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-a675-704b-b9a8-88da13c8f092",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.9,
            "x": 0.05,
            "y": 0.15
          },
          "kind": "paragraph",
          "text": "Vietnam's logistics ecosystem is extremely fragmented, with no clear winners, but offers opportunities for players who can consolidate and roll-up existing infrastructure to achieve meaningful scale",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:47:28.437+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "69f06f4c-bbef-42eb-b2e0-e83bdbe079ed",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.3,
            "x": 0.05,
            "y": 0.08
          },
          "kind": "title",
          "text": "Executive Summary",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:47:28.437+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "f4ab5fe3-9a5b-4efe-bcc9-8678998ea7f1",
          "parentComponentId": null
        }
      ],
      "metrics": [
        {
          "metricRaw": "CAGR",
          "numberRaw": "15.1%",
          "numberKind": "percent",
          "actionTitle": "Vietnam’s logistics ecosystem is extremely fragmented, with no clear winners, but offers opportunities for players who can consolidate and roll-up existing infrastructure to achieve meaningful scale",
          "calloutText": "Vietnam’s logistics ecosystem is extremely fragmented, with no clear winners, but offers opportunities for players who can consolidate and roll-up existing infrastructure to achieve meaningful scale.",
          "numberScale": null,
          "numberValue": 15.1,
          "metricFamily": "growth_rate",
          "numberCurrency": null
        }
      ],
      "tools": [
        {
          "tool": {
            "name": "Governing Thought",
            "slug": "governing-thought",
            "status": "active",
            "bestFor": "When the deck makes a recommendation, decision, or argues a position; when defining the top of a pyramid before structuring supports; when an SCQA opening needs an Answer; when stripping topic-style titles in favour of action titles.",
            "canonId": "019dd956-8286-760e-8638-77558a0d71ba",
            "version": 1,
            "bodyDocId": "06f7d5a5-daab-44c1-9d67-63c52ba03962",
            "description": "The single declarative sentence at the apex of a Minto pyramid that summarises and is supported by everything beneath it — the answer the deck exists to defend.",
            "familyLabel": null,
            "categoryName": "Block",
            "categorySlug": "block"
          },
          "agent": "Architect",
          "layer": "block",
          "agents": [
            "Architect"
          ],
          "matchId": "019dd95a-10d4-718b-9f60-09e509c215ea",
          "evidence": "Consolidate-and-roll-up thesis governs all subsequent sections",
          "pageRefs": null,
          "priority": null,
          "whenToUse": "When the deck makes a recommendation, decision, or argues a position; when defining the top of a pyramid before structuring supports; when an SCQA opening needs an Answer; when stripping topic-style titles in favour of action titles.",
          "confidence": 75,
          "extraction": {
            "at": "2026-04-29 13:07:31.797377+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 2,
          "whyItWorks": "Forces the writer to commit to a position before structuring the case — exposes muddled thinking that hides safely inside topic-style headings. Gives busy readers the answer in the first cognitive beat and enables progressive disclosure of the supporting case.",
          "antipattern": "Topic-style headings ('Strategic options for growth', 'Considerations for Europe') instead of declarative claims with verbs. Multi-sentence apex statements. Qualifier-laden hedges. Noun-phrase labels ('Recommendation: acquisition of Target B') pretending to be sentences. Fake governing thoughts — confident apex the supports don't actually force.",
          "cardinality": null,
          "narrativePurpose": "Anchor the document in one defensible claim with a working verb, so the audience knows the answer before they read the proof and the entire structure ladders up to it."
        },
        {
          "tool": {
            "name": "Pyramid Principle",
            "slug": "pyramid-principle",
            "status": "active",
            "bestFor": "When the document has a single governing decision or recommendation the reader is asked to accept, and the case can be decomposed into a small number of clean groups. Strategy decks, board memos, investment committee papers.",
            "canonId": "019dd956-7cbd-7219-a477-c871e2bc1aff",
            "version": 1,
            "bodyDocId": "88b6ac56-b880-46f9-8621-ef3491ab6235",
            "description": "Lead with the answer; group three to five MECE supports beneath it; recurse one level down. Top-down hierarchical structure for any document with a single recommendation.",
            "familyLabel": null,
            "categoryName": "Block",
            "categorySlug": "block"
          },
          "agent": "Architect",
          "layer": "block",
          "agents": [
            "Architect"
          ],
          "matchId": "019dd95a-10d4-718b-9f5f-f6be7bb5d87f",
          "evidence": "Answer-first exec summary precedes detailed evidence in rest of deck",
          "pageRefs": null,
          "priority": "Core",
          "whenToUse": "When the document has a single governing decision or recommendation the reader is asked to accept, and the case can be decomposed into a small number of clean groups. Strategy decks, board memos, investment committee papers.",
          "confidence": 90,
          "extraction": {
            "at": "2026-04-29 13:07:31.797377+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 2,
          "whyItWorks": "Solves the two failure modes of expert communication at once: (1) the long climb where readers wait pages for the answer, and (2) logical mush from non-MECE groupings. Progressive disclosure lets a reader stop at any depth and get the right information.",
          "antipattern": "Chronological structure (\"what we did, what we found, what we conclude\") instead of logical hierarchy. Top-of-pyramid that is a topic (\"strategic options\") instead of an answer (\"pursue Option B because...\"). Non-MECE supports that overlap or fail to cover the universe.",
          "cardinality": null,
          "narrativePurpose": "Transfer conviction with minimum reader effort by mirroring how decision-makers consume information: answer first, scaffolding behind."
        },
        {
          "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-10d4-718b-9f5f-f30f925816ce",
          "evidence": "Subtitle states Situation+Complication; 3 pillars give the Answer",
          "pageRefs": null,
          "priority": "Core",
          "whenToUse": null,
          "confidence": 88,
          "extraction": {
            "at": "2026-04-29 13:07:31.797377+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 2,
          "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-10d4-718b-9f5f-ffd239ae8fcc",
          "evidence": "1, 2, 3 numerals dominate the layout",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 85,
          "extraction": {
            "at": "2026-04-29 13:07:31.797377+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 2,
          "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-10d4-718b-9f5f-fb9d17cba151",
          "evidence": "Three numbered pillars: Infrastructure, Fragmented Hyperlocal, Cold-chain",
          "pageRefs": null,
          "priority": "Core",
          "whenToUse": null,
          "confidence": 92,
          "extraction": {
            "at": "2026-04-29 13:07:31.797377+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-10d4-718b-9f60-02b887171752",
          "evidence": "Subtitle 'extremely fragmented...opportunities for players who can consolidate'",
          "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": 95,
          "extraction": {
            "at": "2026-04-29 13:07:31.797377+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": "Core Message Extraction",
            "slug": "core-message-extraction",
            "status": "active",
            "bestFor": "Any slide that carries an argument or finding. The diagnostic: if the slide has a chart on it, it needs a core message. Run extraction whenever the current title is a topic (Q3 performance, Customer satisfaction) rather than a claim, or when a reader could reasonably draw more than one conclusion from the visible evidence.",
            "canonId": "019dd956-bc71-707d-8867-1b2e810175cf",
            "version": 1,
            "bodyDocId": "f85613cb-4b77-462f-bfe6-3b862516e1a6",
            "description": "The discipline of distilling raw analysis, data, or content into a single declarative sentence — the slide's core message — that the audience would walk away with if they remembered nothing else. Process, not artefact: extraction questions run on the raw content until one sentence falls out.",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Architect",
          "layer": "slide",
          "agents": [
            "Architect"
          ],
          "matchId": "019dd95a-10d4-718b-9f60-044a3fc4b9bd",
          "evidence": "Single thesis line distilled above three pillars",
          "pageRefs": null,
          "priority": null,
          "whenToUse": "Any slide that carries an argument or finding. The diagnostic: if the slide has a chart on it, it needs a core message. Run extraction whenever the current title is a topic (Q3 performance, Customer satisfaction) rather than a claim, or when a reader could reasonably draw more than one conclusion from the visible evidence.",
          "confidence": 80,
          "extraction": {
            "at": "2026-04-29 13:07:31.797377+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 2,
          "whyItWorks": "Solves the two failure modes of slide writing simultaneously: the topic title (which outsources interpretation to the audience and produces three different conclusions in three different heads) and the multi-thesis stapler (which exceeds working memory and gets remembered as fragments). Aligns with how readers actually consume decks — Heath & Heath's Find the Core, the journalist's nut graf, and Minto's governing thought all converge on the same cognitive economics.",
          "antipattern": "Topic titles disguised as core messages (Customer satisfaction, no verb, no stake); multi-thesis sentences stapled with and; hedged sentences (may show signs of possible softening); chart-caption titles (Revenue fell 4%) that restate what the chart already shows instead of naming the so-what; meta-commentary (this slide explores...) that describes the slide rather than concluding it.",
          "cardinality": null,
          "narrativePurpose": "Forces the slide author to do the interpretive work before the slide ships, so the audience does not have to do it during the meeting. Wins the WYSIATI battle on purpose — the loudest fragment on the page becomes the author's chosen sentence rather than whichever chart label happens to be largest."
        },
        {
          "tool": {
            "name": "Executive summary",
            "slug": "executive-summary",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd9e1-4b63-72d5-9734-da757d91ca61",
            "version": 1,
            "bodyDocId": null,
            "description": "A condensed view of the entire argument on a single slide / block.",
            "familyLabel": null,
            "categoryName": null,
            "categorySlug": null
          },
          "agent": null,
          "layer": "slide",
          "agents": null,
          "matchId": "e504db0f-3f88-4314-8b65-665d52bce500",
          "evidence": "The slide presents an executive summary in a list/numbered format.",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-07-16 21:03:29.602466+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 2,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": "common",
          "narrativePurpose": null
        }
      ],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 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": 2,
          "name": "Situation & Context",
          "beatId": "019dd95a-0682-776c-8e37-80553d826ad8",
          "matchId": "019dd95a-0542-7728-a78f-a251f0a72b50",
          "beatType": {
            "name": "Situation & Context",
            "slug": "consultants-gambit-situation-context",
            "status": "active",
            "canonId": "019dd9b8-05ae-741b-992d-65ee83c639b3",
            "version": 1,
            "description": null
          },
          "evidence": "Exec summary frames market; p4-5 describe ecosystem and infrastructure",
          "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": 92
        }
      ],
      "loops": [],
      "locked": true
    },
    {
      "page": 3,
      "type": "setup",
      "function": "transition",
      "rawType": "section_divider",
      "block": null,
      "metadata": {
        "slideType": "section_divider",
        "slideTypeCanon": {
          "name": "Section divider",
          "slug": "section_divider",
          "status": "active",
          "canonId": "019de52d-066a-7402-9554-6ae504999041",
          "version": 1,
          "description": null
        },
        "function": "transition",
        "functionCanon": {
          "name": "Transition",
          "slug": "transition",
          "status": "active",
          "canonId": "019de52d-1365-7149-92aa-66df859e75fd",
          "version": 1,
          "description": null
        },
        "density": "sparse",
        "densityScore": 4,
        "componentCount": 2,
        "textChars": 70,
        "nDataPoints": 0,
        "notes": null,
        "elementsJson": [
          "headline_text"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:47:28.82+00",
          "seconds": 3.541,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-027f9ecf8a5e/3",
        "deck": "/decks/019dd923-5ca1-7489-b634-027f9ecf8a5e",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-027f9ecf8a5e#slide-3",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-027f9ecf8a5e.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.05,
            "w": 0.2,
            "x": 0.77,
            "y": 0.93
          },
          "kind": "image",
          "text": "Alvarez & Marsal",
          "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 19:47:28.82+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "81b8d2ef-4aa8-4ae1-b072-6deb64566d65",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.1,
            "w": 0.9,
            "x": 0.05,
            "y": 0.35
          },
          "kind": "title",
          "text": "Vietnam Logistics: Industry Dynamics and Opportunities",
          "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 19:47:28.82+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "4b347467-5c9b-4eda-a7a9-c0d893367787",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "Section divider",
            "slug": "section-divider",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd9e1-4c66-707d-8d1f-6e14547134c7",
            "version": 1,
            "bodyDocId": null,
            "description": "A transitional slide marking the start of a new section.",
            "familyLabel": null,
            "categoryName": null,
            "categorySlug": null
          },
          "agent": null,
          "layer": "slide",
          "agents": null,
          "matchId": "c2c3bd2b-3bbb-4ed2-ae16-1b83a65a38d1",
          "evidence": "The slide serves as a section divider with a clear title and logo.",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-07-16 21:03:29.676618+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 3,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": "common",
          "narrativePurpose": null
        }
      ],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 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": 2,
          "name": "Situation & Context",
          "beatId": "019dd95a-0682-776c-8e37-80553d826ad8",
          "matchId": "019dd95a-0542-7728-a78f-a251f0a72b50",
          "beatType": {
            "name": "Situation & Context",
            "slug": "consultants-gambit-situation-context",
            "status": "active",
            "canonId": "019dd9b8-05ae-741b-992d-65ee83c639b3",
            "version": 1,
            "description": null
          },
          "evidence": "Exec summary frames market; p4-5 describe ecosystem and infrastructure",
          "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": 92
        }
      ],
      "loops": [],
      "locked": true
    },
    {
      "page": 4,
      "type": "analysis",
      "title": "The slide uses a value chain / process flow diagram to identify bottlenecks and consolidation opportunities.",
      "function": "establish_context",
      "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": "establish_context",
        "functionCanon": {
          "name": "Establish context",
          "slug": "establish_context",
          "status": "active",
          "canonId": "019de52d-1314-74e6-9074-d213dc0bdcdf",
          "version": 1,
          "description": null
        },
        "density": "overcrowded",
        "densityScore": 82,
        "componentCount": 9,
        "textChars": 1131,
        "nDataPoints": 1,
        "notes": "The slide uses a value chain / process flow diagram to identify bottlenecks and consolidation opportunities.",
        "elementsJson": [
          "headline_text",
          "process_diagram",
          "callout_box",
          "paragraph"
        ],
        "confidence": 0.95,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:47:33.29+00",
          "seconds": 7.97,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-027f9ecf8a5e/4",
        "deck": "/decks/019dd923-5ca1-7489-b634-027f9ecf8a5e",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-027f9ecf8a5e#slide-4",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-027f9ecf8a5e.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.15,
            "w": 0.2,
            "x": 0.75,
            "y": 0.2
          },
          "kind": "callout",
          "text": "Nodes: Warehouses. Large warehouses are primarily located near industrial parks and major highways. Difficulty in access to land bank is the main barrier to entry.",
          "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 19:47:33.29+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "46e7fada-4881-4f3f-ad7b-86204a4c7443",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.25,
            "x": 0.05,
            "y": 0.2
          },
          "kind": "callout",
          "text": "Nodes: Gateway ports. At present, 6 of 75 ports accounts for 77.1% of Vietnam’s total container throughput in 2020.",
          "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 19:47:33.29+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "8cf9a23e-36aa-4e78-9438-0258c7cd0124",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "callout",
          "text": "The logistics sector is poised for consolidation to create an operator of scale that can leverage first-party data to coordinate the flow of goods between nodes and increase overall efficiency.",
          "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 12:42:17+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-a675-704b-b9a8-3ef1e853bbec",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.4,
            "w": 0.9,
            "x": 0.05,
            "y": 0.35
          },
          "kind": "diagram",
          "text": "Logistics supply chain flow from international ports to retail customers",
          "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": "Value chain",
              "slug": "value-chain",
              "status": "active",
              "canonId": "019de52d-048a-769c-aad6-4abdde7ef317",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "value-chain",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:47:33.29+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "17c8ba31-5a0b-427a-a508-17494805191f",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.15,
            "x": 0.05,
            "y": 0.65
          },
          "kind": "legend",
          "text": "Legends: Road transport, Waterway transport",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Legend",
              "slug": "legend",
              "status": "active",
              "canonId": "31361933-3d22-4c70-bbad-0801e9fffc0c",
              "version": 1,
              "description": "Color/symbol decoder placed adjacent to a chart or diagram."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:47:33.29+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "226f8de5-bd02-4bbb-827a-1078dc80013a",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "container throughput: 77.1%",
          "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 12:42:17+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-a675-704b-b9a8-42f8cebd9746",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.9,
            "x": 0.05,
            "y": 0.15
          },
          "kind": "paragraph",
          "text": ". . . for companies that can invest and potentially control key “nodes” (i.e., key intersections of multi-modal transport that may become bottlenecks) in Vietnam’s logistics ecosystem through early access.",
          "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 19:47:33.29+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "827cf77c-c92b-4c52-b2bc-5069be4adb1a",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.9,
            "x": 0.05,
            "y": 0.82
          },
          "kind": "title",
          "text": "The logistics sector is poised for consolidation to create an operator of scale that can leverage first-party data to coordinate the flow of goods between nodes and increase overall efficiency.",
          "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 19:47:33.29+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "fcea6cb4-2fbc-4b78-9855-f0d07fc053d0",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.1,
            "w": 0.8,
            "x": 0.05,
            "y": 0.05
          },
          "kind": "title",
          "text": "There are many investment opportunities for a potential platform consolidation and roll-up in a high growth market . . .",
          "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 19:47:33.29+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "67fb694b-c37c-469f-a35e-0ffea9e94d64",
          "parentComponentId": null
        }
      ],
      "metrics": [
        {
          "metricRaw": "container throughput",
          "numberRaw": "77.1%",
          "numberKind": "percent",
          "actionTitle": "There are many investment opportunities for a potential platform consolidation and roll-up in a high growth market . . .",
          "calloutText": "The logistics sector is poised for consolidation to create an operator of scale that can leverage first-party data to coordinate the flow of goods between nodes and increase overall efficiency.",
          "numberScale": null,
          "numberValue": 77.1,
          "metricFamily": "other",
          "numberCurrency": null
        }
      ],
      "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-10d4-718b-9f60-1d51d628d165",
          "evidence": "First page of zoom-in loop sets context->conflict frame",
          "pageRefs": null,
          "priority": "Core",
          "whenToUse": null,
          "confidence": 70,
          "extraction": {
            "at": "2026-04-29 13:07:31.797377+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-10d4-718b-9f60-0c718c52ad38",
          "evidence": "Title states 'many investment opportunities for...consolidation and roll-up'",
          "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 13:07:31.797377+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": "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-10d4-718b-9f60-1a3a7ec8bb0c",
          "evidence": "Each ecosystem node labelled with role and stat",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 80,
          "extraction": {
            "at": "2026-04-29 13:07:31.797377+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 4,
          "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-10d4-718b-9f60-11a7b89fb656",
          "evidence": "Network of icons (ports, warehouses, shops) as ecosystem metaphor",
          "pageRefs": null,
          "priority": "Core",
          "whenToUse": null,
          "confidence": 75,
          "extraction": {
            "at": "2026-04-29 13:07:31.797377+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 4,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "Value chain",
            "slug": "value-chain",
            "status": "active",
            "bestFor": null,
            "canonId": "019de52d-1976-775b-9d04-0f230c09ffc6",
            "version": 1,
            "bodyDocId": null,
            "description": null,
            "familyLabel": null,
            "categoryName": null,
            "categorySlug": null
          },
          "agent": null,
          "layer": "slide",
          "agents": null,
          "matchId": "b7df5950-f97d-4642-91c7-d2a118c8c82c",
          "evidence": "Logistics supply chain flow from international ports to retail customers",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 21:03:41.204844+00",
            "model": "or:meta-llama/llama-4-scout",
            "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-10d4-718b-9f60-1404f0a0baca",
          "evidence": "Two callout panels frame the central node diagram",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 80,
          "extraction": {
            "at": "2026-04-29 13:07:31.797377+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 4,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "frameworks": [
        {
          "matchId": "019dd95a-1ca5-70bb-bba1-97f0b0b04966",
          "evidence": "Diagram traces first-mile, mid-mile, warehouse, last-mile nodes with arrows",
          "framework": null,
          "confidence": 75,
          "extraction": {
            "at": "2026-04-29 13:07:34.826634+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 4,
          "frameworkName": "Logistics Value Chain"
        },
        {
          "matchId": "2849faec-f2d1-492a-9214-50824af1c6aa",
          "evidence": "The slide maps the flow of goods from international ports through mid-mile to retail customers.",
          "framework": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-05-02 19:47:33.29+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 4,
          "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": 2,
          "name": "Situation & Context",
          "beatId": "019dd95a-0682-776c-8e37-80553d826ad8",
          "matchId": "019dd95a-0542-7728-a78f-a251f0a72b50",
          "beatType": {
            "name": "Situation & Context",
            "slug": "consultants-gambit-situation-context",
            "status": "active",
            "canonId": "019dd9b8-05ae-741b-992d-65ee83c639b3",
            "version": 1,
            "description": null
          },
          "evidence": "Exec summary frames market; p4-5 describe ecosystem and infrastructure",
          "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": 92
        },
        {
          "to": 8,
          "arc": {
            "name": "The Triple Take",
            "slug": "triple-take",
            "status": "active",
            "bestFor": "Data-driven presentations, research findings",
            "canonId": "019dd956-6221-73ad-bc12-378f8eb1f018",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "The Facts (What) -> The Implications (So What) -> The Action (Now What)",
            "description": null,
            "familyLabel": null
          },
          "from": 4,
          "name": "The Facts (What)",
          "beatId": "019dd95a-0682-776c-8e37-9778718e2171",
          "matchId": "019dd95a-0542-7728-a78f-a55c48ff1682",
          "beatType": {
            "name": "The Facts (What)",
            "slug": "triple-take-the-facts-what",
            "status": "active",
            "canonId": "019dd9b8-092b-754c-8eaa-ede3ffdcb060",
            "version": 1,
            "description": null
          },
          "evidence": "Hard data on ports, mid-mile, fragmentation",
          "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": 5,
          "from": 4,
          "loop": {
            "name": "06_zoom_in",
            "slug": "06-zoom-in",
            "status": "active",
            "bestFor": "Technical deep-dives, case studies, detailed analysis",
            "canonId": "019dd956-6846-74db-82be-dff5b058b072",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Big Picture -> Key Area of Focus -> Specific Detail -> Implication",
            "description": "Start broad, then progressively focus on specific details that prove your point",
            "familyLabel": null
          },
          "matchId": "019dd95a-07fe-70ce-8d3f-e562d82269bd",
          "evidence": "p4 shows ecosystem big picture; p5 zooms into infra-supply imbalance",
          "position": 1,
          "objective": "Zoom from Vietnam's logistics ecosystem map down to infrastructure-supply problem",
          "confidence": 75,
          "extraction": {
            "at": "2026-04-29 13:07:29.547081+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          }
        }
      ],
      "locked": true
    },
    {
      "page": 5,
      "type": "analysis",
      "title": "The slide uses three stacked bar charts to show trade growth trends alongside a map of Vietnam highlighting key port cities and regional logistics characteristi",
      "function": "analyze_data",
      "rawType": "geographic_map",
      "block": null,
      "metadata": {
        "slideType": "geographic_map",
        "slideTypeCanon": {
          "name": "Geographic map",
          "slug": "geographic_map",
          "status": "active",
          "canonId": "019de52d-09de-7153-8845-584c1a9d0c83",
          "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": 74,
        "componentCount": 8,
        "textChars": 679,
        "nDataPoints": 30,
        "notes": "The slide uses three stacked bar charts to show trade growth trends alongside a map of Vietnam highlighting key port cities and regional logistics characteristics.",
        "elementsJson": [
          "bar_chart_stacked",
          "map",
          "paragraph"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:47:28.447+00",
          "seconds": 3.119,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-027f9ecf8a5e/5",
        "deck": "/decks/019dd923-5ca1-7489-b634-027f9ecf8a5e",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-027f9ecf8a5e#slide-5",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-027f9ecf8a5e.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "Growing international trade and availability of infrastructure is shaping the formation of key logistics hubs in HCMC/ Vung Tau/ Binh Duong, Ha Noi/ Hai Phong/ Quang Ninh and Da Nang/ Binh Dinh",
          "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 12:42:17+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-a675-704b-b9a8-eb308db3f0ed",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.65,
            "w": 0.45,
            "x": 0.05,
            "y": 0.25
          },
          "kind": "chart",
          "text": "International trade (mTon) growth charts",
          "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 19:47:28.447+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "4c6ebc07-395a-422b-9703-dfd59c84b974",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.65,
            "w": 0.25,
            "x": 0.52,
            "y": 0.25
          },
          "kind": "image",
          "text": "Map of Vietnam with logistics hubs",
          "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": "Map",
              "slug": "map",
              "status": "active",
              "canonId": "019de52c-fe4d-77bd-b0a4-d72d58b9e5a4",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "map",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:47:28.447+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "8893731e-fab7-4e07-b7f4-29a7a5b7adc3",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.15,
            "x": 0.78,
            "y": 0.85
          },
          "kind": "legend",
          "text": "Legend: International weight, Domestic weight, Key port cities",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Legend",
              "slug": "legend",
              "status": "active",
              "canonId": "31361933-3d22-4c70-bbad-0801e9fffc0c",
              "version": 1,
              "description": "Color/symbol decoder placed adjacent to a chart or diagram."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:47:28.447+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "1d47bf32-8d5a-460f-9f18-7ce22f61b902",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.65,
            "w": 0.2,
            "x": 0.78,
            "y": 0.25
          },
          "kind": "list",
          "text": "Regional descriptions for Northern, Central, and Southern areas",
          "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 19:47:28.447+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "b765dab9-090c-44f0-9777-709da3deec6b",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "Million tons",
          "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 12:42:17+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-a675-704b-b9a8-ed6a236c855d",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.06,
            "w": 0.9,
            "x": 0.05,
            "y": 0.15
          },
          "kind": "title",
          "text": "Growing international trade and availability of infrastructure is shaping the formation of key logistics hubs in HCMC/ Vung Tau/ Binh Duong, Ha Noi/ Hai Phong/ Quang Ninh and Da Nang/ Binh Dinh",
          "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 19:47:28.447+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "40c1569f-9874-41fa-81bd-4c15cb3203cc",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.9,
            "x": 0.05,
            "y": 0.05
          },
          "kind": "title",
          "text": "Any increase in logistics infrastructure is immediately swallowed up by new demand",
          "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 19:47:28.447+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "57b4f741-f561-4b79-96d9-5f9076c3ac4c",
          "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-10d4-718b-9f60-235867f53acc",
          "evidence": "Title: 'immediately swallowed up by new demand'",
          "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 13:07:31.797377+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-10d4-718b-9f60-2665909f83c7",
          "evidence": "Charts labelled with data values and trend arrows",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 80,
          "extraction": {
            "at": "2026-04-29 13:07:31.797377+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 5,
          "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-10d4-718b-9f60-2d1fd636f708",
          "evidence": "Names HCMC/Vung Tau, Hai Phong, Da Nang specifically",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 70,
          "extraction": {
            "at": "2026-04-29 13:07:31.797377+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-10d4-718b-9f60-2a1e5d4a26bb",
          "evidence": "Stacked panels on supply, demand, and hubs",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 75,
          "extraction": {
            "at": "2026-04-29 13:07:31.797377+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 5,
          "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": 2,
          "name": "Situation & Context",
          "beatId": "019dd95a-0682-776c-8e37-80553d826ad8",
          "matchId": "019dd95a-0542-7728-a78f-a251f0a72b50",
          "beatType": {
            "name": "Situation & Context",
            "slug": "consultants-gambit-situation-context",
            "status": "active",
            "canonId": "019dd9b8-05ae-741b-992d-65ee83c639b3",
            "version": 1,
            "description": null
          },
          "evidence": "Exec summary frames market; p4-5 describe ecosystem and infrastructure",
          "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": 92
        },
        {
          "to": 8,
          "arc": {
            "name": "The Triple Take",
            "slug": "triple-take",
            "status": "active",
            "bestFor": "Data-driven presentations, research findings",
            "canonId": "019dd956-6221-73ad-bc12-378f8eb1f018",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "The Facts (What) -> The Implications (So What) -> The Action (Now What)",
            "description": null,
            "familyLabel": null
          },
          "from": 4,
          "name": "The Facts (What)",
          "beatId": "019dd95a-0682-776c-8e37-9778718e2171",
          "matchId": "019dd95a-0542-7728-a78f-a55c48ff1682",
          "beatType": {
            "name": "The Facts (What)",
            "slug": "triple-take-the-facts-what",
            "status": "active",
            "canonId": "019dd9b8-092b-754c-8eaa-ede3ffdcb060",
            "version": 1,
            "description": null
          },
          "evidence": "Hard data on ports, mid-mile, fragmentation",
          "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": 5,
          "from": 4,
          "loop": {
            "name": "06_zoom_in",
            "slug": "06-zoom-in",
            "status": "active",
            "bestFor": "Technical deep-dives, case studies, detailed analysis",
            "canonId": "019dd956-6846-74db-82be-dff5b058b072",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Big Picture -> Key Area of Focus -> Specific Detail -> Implication",
            "description": "Start broad, then progressively focus on specific details that prove your point",
            "familyLabel": null
          },
          "matchId": "019dd95a-07fe-70ce-8d3f-e562d82269bd",
          "evidence": "p4 shows ecosystem big picture; p5 zooms into infra-supply imbalance",
          "position": 1,
          "objective": "Zoom from Vietnam's logistics ecosystem map down to infrastructure-supply problem",
          "confidence": 75,
          "extraction": {
            "at": "2026-04-29 13:07:29.547081+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          }
        }
      ],
      "locked": true
    },
    {
      "page": 6,
      "type": "analysis",
      "title": "Includes two stacked bar charts showing CAGR and port-specific throughput growth for Vung Tau/HCMC and Hai Phong regions.",
      "function": "analyze_data",
      "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": "analyze_data",
        "functionCanon": {
          "name": "Analyze data",
          "slug": "analyze_data",
          "status": "active",
          "canonId": "019de52d-1590-7413-8c82-cc218cff40b4",
          "version": 1,
          "description": null
        },
        "density": "overcrowded",
        "densityScore": 76,
        "componentCount": 9,
        "textChars": 603,
        "nDataPoints": 30,
        "notes": "Includes two stacked bar charts showing CAGR and port-specific throughput growth for Vung Tau/HCMC and Hai Phong regions.",
        "elementsJson": [
          "headline_text",
          "data_table",
          "bar_chart_stacked",
          "callout_box",
          "paragraph"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:47:28.667+00",
          "seconds": 3.29,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-027f9ecf8a5e/6",
        "deck": "/decks/019dd923-5ca1-7489-b634-027f9ecf8a5e",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-027f9ecf8a5e#slide-6",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-027f9ecf8a5e.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.15,
            "w": 0.25,
            "x": 0.05,
            "y": 0.65
          },
          "kind": "callout",
          "text": "Historical experience with Cai Mep and HICT indicates that growth rapidly accelerated once access to infrastructure improved.",
          "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 19:47:28.667+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "2f69faab-cfcd-4b2a-bd04-432a52e4a4c0",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.25,
            "w": 0.25,
            "x": 0.35,
            "y": 0.25
          },
          "kind": "chart",
          "text": "Vung Tau & HCMC ports throughput growth",
          "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 19:47:28.667+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "7f5057de-a335-4c51-837b-06acf28bc228",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.25,
            "w": 0.25,
            "x": 0.35,
            "y": 0.6
          },
          "kind": "chart",
          "text": "Hai Phong ports throughput growth",
          "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 19:47:28.667+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "a1a47f41-3db9-4f25-9f1b-dec61336fcac",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.25,
            "w": 0.3,
            "x": 0.65,
            "y": 0.25
          },
          "kind": "list",
          "text": "Vung Tau and HCMC insights",
          "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 19:47:28.667+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "188b9b8a-1c4c-4b21-a8d5-462ff4e53402",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.25,
            "w": 0.3,
            "x": 0.65,
            "y": 0.6
          },
          "kind": "list",
          "text": "Hai Phong insights",
          "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 19:47:28.667+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "ddda0c8c-3fc2-4406-b5d8-eaf68195e33c",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "TEU throughput: 77.1%",
          "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 12:42:17+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-a675-704b-b9a9-50337f8a7b8d",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.9,
            "x": 0.05,
            "y": 0.15
          },
          "kind": "paragraph",
          "text": "... while others remain under utilized due to poor quality access to roads, lack of deep-water capabilities, inadequate waterway dredging and under-maintained supporting infrastructure",
          "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 19:47:28.667+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "091aaabb-2d74-4212-8b5d-118fcff3c86a",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.25,
            "w": 0.3,
            "x": 0.05,
            "y": 0.25
          },
          "kind": "table",
          "text": "TEU throughputs by major ports in 2020",
          "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 19:47:28.667+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "0c422193-a6d9-480a-8bf8-de4cb9738d27",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.1,
            "w": 0.8,
            "x": 0.05,
            "y": 0.05
          },
          "kind": "title",
          "text": "High concentration exists in the first mile, with 6 of 75 ports accounting for 77.1% of container throughput in 2020...",
          "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 19:47:28.667+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "4ed7b87f-56b2-4f99-b9eb-43bfa35f3a8e",
          "parentComponentId": null
        }
      ],
      "metrics": [
        {
          "metricRaw": "TEU throughput",
          "numberRaw": "77.1%",
          "numberKind": "percent",
          "actionTitle": "High concentration exists in the first mile, with 6 of 75 ports accounting for 77.1% of container throughput in 2020...",
          "calloutText": "Historical experience with Cai Mep and HICT indicates that growth rapidly accelerated once access to infrastructure improved.",
          "numberScale": null,
          "numberValue": 77.1,
          "metricFamily": "other",
          "numberCurrency": null
        }
      ],
      "tools": [
        {
          "tool": {
            "name": "Inductive Reasoning",
            "slug": "inductive-reasoning",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-99c6-705e-94cc-76a504c3da37",
            "version": 1,
            "bodyDocId": null,
            "description": "Grouping similar evidence to form a conclusion (Evidence → Pattern → Conclusion)",
            "familyLabel": null,
            "categoryName": "Loop",
            "categorySlug": "loop"
          },
          "agent": "Architect",
          "layer": "loop",
          "agents": [
            "Architect"
          ],
          "matchId": "019dd95a-10d4-718b-9f60-45c76bd1cab8",
          "evidence": "First page of pattern-hunter loop stacking fragmentation evidence",
          "pageRefs": null,
          "priority": "Core",
          "whenToUse": null,
          "confidence": 80,
          "extraction": {
            "at": "2026-04-29 13:07:31.797377+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-10d4-718b-9f60-313742b9b5ff",
          "evidence": "Title states the 77.1% concentration insight directly",
          "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": 92,
          "extraction": {
            "at": "2026-04-29 13:07:31.797377+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-10d4-718b-9f60-35404164460d",
          "evidence": "CAGR +13.0% and +7.9% marked on stacked-bar charts",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 90,
          "extraction": {
            "at": "2026-04-29 13:07:31.797377+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-10d4-718b-9f60-3bfe7e055a74",
          "evidence": "Two parallel charts (Vung Tau/HCMC and Hai Phong) plus port table",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 85,
          "extraction": {
            "at": "2026-04-29 13:07:31.797377+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 6,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "So What? Test",
            "slug": "so-what-test",
            "status": "active",
            "bestFor": "On every slide carrying a chart, number, list, or finding intended to inform a decision; whenever a draft title is descriptive rather than directive; whenever the deck will circulate without its author.",
            "canonId": "019dd956-acd2-76f8-b59a-9bf15a89f10a",
            "version": 1,
            "bodyDocId": "fec04b06-b2f1-432b-a97b-916dc7563f64",
            "description": "The recursive editorial discipline of asking so-what of every slide, chart, and statement until the answer is an implication for the audience — that final answer becomes the slide's title; the chain becomes its body.",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Architect",
          "layer": "slide",
          "agents": [
            "Architect"
          ],
          "matchId": "019dd95a-10d4-718b-9f60-425dc90f03a4",
          "evidence": "Bottom-left callout: 'growth rapidly accelerated once access improved'",
          "pageRefs": null,
          "priority": "Core",
          "whenToUse": "On every slide carrying a chart, number, list, or finding intended to inform a decision; whenever a draft title is descriptive rather than directive; whenever the deck will circulate without its author.",
          "confidence": 80,
          "extraction": {
            "at": "2026-04-29 13:07:31.797377+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 6,
          "whyItWorks": "Solves the two failure modes of analytical communication at once: stopping at description (analyst-confidence problem) and leaving insight stranded in the analyst's head (translation problem). The recursion is what guarantees the implication makes it into ink.",
          "antipattern": "Stopping at the first tighter description (still a fact, not an implication), regressing past the audience's decision space into philosophy, smuggling the so-what into speaker notes, or re-using an implication aimed at a previous audience.",
          "cardinality": null,
          "narrativePurpose": "Forces every analytical artefact to close the gap between fact and decision, so the reader holds the recommendation by reading titles alone rather than reconstructing the analyst's mental model from raw evidence."
        },
        {
          "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-10d4-718b-9f60-3c0540f44016",
          "evidence": "Star bullets emphasise key port observations",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 70,
          "extraction": {
            "at": "2026-04-29 13:07:31.797377+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 6,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 8,
          "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-0682-776c-8e37-87cbf8c23fb3",
          "matchId": "019dd95a-0542-7728-a78f-a251f0a72b50",
          "beatType": {
            "name": "Problem & Complication",
            "slug": "consultants-gambit-problem-complication",
            "status": "active",
            "canonId": "019dd9b8-064a-777f-a374-e9a8c43dedd4",
            "version": 1,
            "description": null
          },
          "evidence": "Fragmentation evidence: ports concentrated, mid-mile hyperlocal, micro-SMEs",
          "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": 92
        },
        {
          "to": 8,
          "arc": {
            "name": "The Triple Take",
            "slug": "triple-take",
            "status": "active",
            "bestFor": "Data-driven presentations, research findings",
            "canonId": "019dd956-6221-73ad-bc12-378f8eb1f018",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "The Facts (What) -> The Implications (So What) -> The Action (Now What)",
            "description": null,
            "familyLabel": null
          },
          "from": 4,
          "name": "The Facts (What)",
          "beatId": "019dd95a-0682-776c-8e37-9778718e2171",
          "matchId": "019dd95a-0542-7728-a78f-a55c48ff1682",
          "beatType": {
            "name": "The Facts (What)",
            "slug": "triple-take-the-facts-what",
            "status": "active",
            "canonId": "019dd9b8-092b-754c-8eaa-ede3ffdcb060",
            "version": 1,
            "description": null
          },
          "evidence": "Hard data on ports, mid-mile, fragmentation",
          "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": 8,
          "from": 6,
          "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-07fe-70ce-8d3f-e8b3d049dfef",
          "evidence": "Port concentration (p6) + hyperlocal mid-mile (p7) + micro-SME chart (p8) -> fragmentation pattern",
          "position": 2,
          "objective": "Stack three pieces of evidence to land 'fragmented, no clear winners'",
          "confidence": 85,
          "extraction": {
            "at": "2026-04-29 13:07:29.547081+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          }
        }
      ],
      "locked": true
    },
    {
      "page": 7,
      "type": "analysis",
      "title": "Uses GSO statistics to highlight regional logistics differences.",
      "function": "analyze_data",
      "rawType": "geographic_map",
      "block": null,
      "metadata": {
        "slideType": "geographic_map",
        "slideTypeCanon": {
          "name": "Geographic map",
          "slug": "geographic_map",
          "status": "active",
          "canonId": "019de52d-09de-7153-8845-584c1a9d0c83",
          "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": "overcrowded",
        "densityScore": 84,
        "componentCount": 10,
        "textChars": 854,
        "nDataPoints": 12,
        "notes": "Uses GSO statistics to highlight regional logistics differences.",
        "elementsJson": [
          "headline_text",
          "paragraph",
          "map",
          "bar_chart_vertical",
          "bullet_list"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:47:28.405+00",
          "seconds": 3.028,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-027f9ecf8a5e/7",
        "deck": "/decks/019dd923-5ca1-7489-b634-027f9ecf8a5e",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-027f9ecf8a5e#slide-7",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-027f9ecf8a5e.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "Roads are the primary means for cargo transport for most of the country, mainly for <70Km shuttles between manufacturing hubs and gateway ports.",
          "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 12:42:17+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-a675-704b-b9a8-c6225d55fbfa",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.2,
            "w": 0.35,
            "x": 0.35,
            "y": 0.25
          },
          "kind": "chart",
          "text": "Northern Area transport data",
          "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 19:47:28.405+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "5840f6a6-9cdd-4e71-a0d8-18ec707bf561",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.2,
            "w": 0.35,
            "x": 0.35,
            "y": 0.5
          },
          "kind": "chart",
          "text": "Central Area transport data",
          "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 19:47:28.405+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "c37a7300-9224-41e4-8807-f22013efa6d1",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.2,
            "w": 0.35,
            "x": 0.35,
            "y": 0.75
          },
          "kind": "chart",
          "text": "Southern Area transport data",
          "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 19:47:28.405+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "d47ae11f-2c68-4886-9958-96b93438791d",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.65,
            "w": 0.25,
            "x": 0.05,
            "y": 0.25
          },
          "kind": "image",
          "text": "Map of Vietnam with regional nodes and port cities",
          "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": "Map",
              "slug": "map",
              "status": "active",
              "canonId": "019de52c-fe4d-77bd-b0a4-d72d58b9e5a4",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "map",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:47:28.405+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "ab8115e5-7398-49d2-a31f-2dbf46d989c2",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.1,
            "w": 0.15,
            "x": 0.05,
            "y": 0.6
          },
          "kind": "legend",
          "text": "Legend: International weight, Domestic weight, Key port cities",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Legend",
              "slug": "legend",
              "status": "active",
              "canonId": "31361933-3d22-4c70-bbad-0801e9fffc0c",
              "version": 1,
              "description": "Color/symbol decoder placed adjacent to a chart or diagram."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:47:28.405+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "24481b49-c741-4085-a682-a71e70827627",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.65,
            "w": 0.2,
            "x": 0.75,
            "y": 0.25
          },
          "kind": "list",
          "text": "Northern Area: Goods transportation mainly via national highway. Central Area: Almost exclusively land routes. Southern Area: Agricultural produce via waterway.",
          "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 19:47:28.405+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "009de977-6fe1-499b-a8f7-57714e34f7b7",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "Weight transported (mTons)",
          "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 12:42:17+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-a675-704b-b9a8-cad3bab4b771",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.85,
            "x": 0.05,
            "y": 0.15
          },
          "kind": "paragraph",
          "text": "Roads are the primary means for cargo transport for most of the country, mainly for <70Km shuttles between manufacturing hubs and gateway ports. In the Mekong Delta, however, the main cargo transport is by waterway.",
          "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 19:47:28.405+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "70b144e4-2c50-4cfc-9002-1dca1b1e0ad4",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.1,
            "w": 0.85,
            "x": 0.05,
            "y": 0.05
          },
          "kind": "title",
          "text": "Hyperlocal adaptation is a must for mid-mile, as each region has different terrain characteristics and cargo flows",
          "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 19:47:28.405+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "0786f040-c55b-4837-a94f-125d8f4aa962",
          "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-10d4-718b-9f60-495e1cf164e4",
          "evidence": "Title: 'Hyperlocal adaptation is a must for mid-mile'",
          "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 13:07:31.797377+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": "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-10d4-718b-9f60-4d40688f7e3f",
          "evidence": "'<70Km shuttles between manufacturing hubs and gateway ports'",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 70,
          "extraction": {
            "at": "2026-04-29 13:07:31.797377+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 7,
          "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-10d4-718b-9f60-516305e79ca6",
          "evidence": "Region-by-region structured layout",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 70,
          "extraction": {
            "at": "2026-04-29 13:07:31.797377+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 7,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 8,
          "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-0682-776c-8e37-87cbf8c23fb3",
          "matchId": "019dd95a-0542-7728-a78f-a251f0a72b50",
          "beatType": {
            "name": "Problem & Complication",
            "slug": "consultants-gambit-problem-complication",
            "status": "active",
            "canonId": "019dd9b8-064a-777f-a374-e9a8c43dedd4",
            "version": 1,
            "description": null
          },
          "evidence": "Fragmentation evidence: ports concentrated, mid-mile hyperlocal, micro-SMEs",
          "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": 92
        },
        {
          "to": 8,
          "arc": {
            "name": "The Triple Take",
            "slug": "triple-take",
            "status": "active",
            "bestFor": "Data-driven presentations, research findings",
            "canonId": "019dd956-6221-73ad-bc12-378f8eb1f018",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "The Facts (What) -> The Implications (So What) -> The Action (Now What)",
            "description": null,
            "familyLabel": null
          },
          "from": 4,
          "name": "The Facts (What)",
          "beatId": "019dd95a-0682-776c-8e37-9778718e2171",
          "matchId": "019dd95a-0542-7728-a78f-a55c48ff1682",
          "beatType": {
            "name": "The Facts (What)",
            "slug": "triple-take-the-facts-what",
            "status": "active",
            "canonId": "019dd9b8-092b-754c-8eaa-ede3ffdcb060",
            "version": 1,
            "description": null
          },
          "evidence": "Hard data on ports, mid-mile, fragmentation",
          "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": 8,
          "from": 6,
          "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-07fe-70ce-8d3f-e8b3d049dfef",
          "evidence": "Port concentration (p6) + hyperlocal mid-mile (p7) + micro-SME chart (p8) -> fragmentation pattern",
          "position": 2,
          "objective": "Stack three pieces of evidence to land 'fragmented, no clear winners'",
          "confidence": 85,
          "extraction": {
            "at": "2026-04-29 13:07:29.547081+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          }
        }
      ],
      "locked": true
    },
    {
      "page": 8,
      "type": "analysis",
      "title": "Includes CAGR calculation and revenue per company trends for transport vs warehouse sectors.",
      "function": "analyze_data",
      "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": "analyze_data",
        "functionCanon": {
          "name": "Analyze data",
          "slug": "analyze_data",
          "status": "active",
          "canonId": "019de52d-1590-7413-8c82-cc218cff40b4",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 66,
        "componentCount": 7,
        "textChars": 633,
        "nDataPoints": 40,
        "notes": "Includes CAGR calculation and revenue per company trends for transport vs warehouse sectors.",
        "elementsJson": [
          "headline_text",
          "subtitle_text",
          "bar_chart_stacked",
          "bar_chart_grouped",
          "callout_box",
          "footnote"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:47:28.871+00",
          "seconds": 3.376,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-027f9ecf8a5e/8",
        "deck": "/decks/019dd923-5ca1-7489-b634-027f9ecf8a5e",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-027f9ecf8a5e#slide-8",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-027f9ecf8a5e.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.1,
            "w": 0.48,
            "x": 0.05,
            "y": 0.72
          },
          "kind": "callout",
          "text": "COVID-19 might have slowed down the pace of growth, but should not reduce the long-term potential",
          "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 19:47:28.871+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "b24f894c-82e6-4b0f-854f-6137935b2715",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.35,
            "w": 0.45,
            "x": 0.52,
            "y": 0.25
          },
          "kind": "chart",
          "text": "Number of companies and average revenue per company for transport vs warehouse",
          "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": "Grouped bar chart",
              "slug": "bar-grouped",
              "status": "active",
              "canonId": "019de52c-ff3b-751e-a8ff-f21ff11097b1",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bar-grouped",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:47:28.871+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "6d8e9af9-bcea-43f5-bc83-ce77b2e1cdc6",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.35,
            "w": 0.45,
            "x": 0.05,
            "y": 0.25
          },
          "kind": "chart",
          "text": "Total logistics revenue (in US$B) in Vietnam grew by 15.1% CAGR in 2010-2019",
          "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 19:47:28.871+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "59b1be0b-4ccd-46ff-aa9e-c8571789e7f6",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "Logistics Revenue: US$31B",
          "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 12:42:17+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-a675-704b-b9a9-2cdaac6dd273",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.9,
            "x": 0.05,
            "y": 0.15
          },
          "kind": "paragraph",
          "text": "The warehouse and transport sector reached US$31B in 2019; if the CAGR of 15.1% continues, this market will be >US$70B by 2025",
          "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 19:47:28.871+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "dd90b470-5481-429b-942d-95cb3e3a96aa",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.6,
            "x": 0.05,
            "y": 0.85
          },
          "kind": "source-note",
          "text": "Notes: (1) The revenue is converted from VND to USD... (2) Total revenue... Source: 2020_Sach-NGTK-2020Ban-quyen.pdf, 2015_05_Doanh_nghiep.pdf, MoF",
          "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 19:47:28.871+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "75dd69b1-83da-4bf8-a689-e8d2f7df6e0a",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.9,
            "x": 0.05,
            "y": 0.05
          },
          "kind": "title",
          "text": "The market is highly fragmented, comprised mostly of micro-to-small size enterprises",
          "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 19:47:28.871+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "4eb7c76e-3299-474a-874e-130d99dbbb50",
          "parentComponentId": null
        }
      ],
      "metrics": [
        {
          "metricRaw": "Logistics Revenue",
          "numberRaw": "US$31B",
          "numberKind": "money",
          "actionTitle": "The market is highly fragmented, comprised mostly of micro-to-small size enterprises",
          "calloutText": "COVID-19 might have slowed down the pace of growth, but should not reduce the long-term potential",
          "numberScale": "b",
          "numberValue": 31,
          "metricFamily": "revenue",
          "numberCurrency": "$"
        }
      ],
      "tools": [
        {
          "tool": {
            "name": "Anchoring Bias",
            "slug": "anchoring-bias",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-9254-73de-8f1b-c7250f8f4c9c",
            "version": 1,
            "bodyDocId": null,
            "description": "First piece of information becomes reference point for all subsequent judgments",
            "familyLabel": null,
            "categoryName": "Block",
            "categorySlug": "block"
          },
          "agent": "Architect",
          "layer": "block",
          "agents": [
            "Architect",
            "Storyteller"
          ],
          "matchId": "019dd95a-10d4-718b-9f60-677ccaca58fc",
          "evidence": "Anchors '>US$70B by 2025' as the size frame",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 70,
          "extraction": {
            "at": "2026-04-29 13:07:31.797377+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-10d4-718b-9f60-5659c761218e",
          "evidence": "Title: 'highly fragmented, comprised mostly of micro-to-small'",
          "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": 92,
          "extraction": {
            "at": "2026-04-29 13:07:31.797377+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": "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-10d4-718b-9f60-5a8a2694a5db",
          "evidence": "CAGR +15.1% labelled on stacked bar; values on every bar",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 90,
          "extraction": {
            "at": "2026-04-29 13:07:31.797377+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 8,
          "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-10d4-718b-9f60-5e1daf76c50e",
          "evidence": "Two parallel charts: revenue growth and company count/avg revenue",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 88,
          "extraction": {
            "at": "2026-04-29 13:07:31.797377+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 8,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "So What? Test",
            "slug": "so-what-test",
            "status": "active",
            "bestFor": "On every slide carrying a chart, number, list, or finding intended to inform a decision; whenever a draft title is descriptive rather than directive; whenever the deck will circulate without its author.",
            "canonId": "019dd956-acd2-76f8-b59a-9bf15a89f10a",
            "version": 1,
            "bodyDocId": "fec04b06-b2f1-432b-a97b-916dc7563f64",
            "description": "The recursive editorial discipline of asking so-what of every slide, chart, and statement until the answer is an implication for the audience — that final answer becomes the slide's title; the chain becomes its body.",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Architect",
          "layer": "slide",
          "agents": [
            "Architect"
          ],
          "matchId": "019dd95a-10d4-718b-9f60-61a774bb8a01",
          "evidence": "Dashed callout: 'COVID-19...should not reduce long-term potential'",
          "pageRefs": null,
          "priority": "Core",
          "whenToUse": "On every slide carrying a chart, number, list, or finding intended to inform a decision; whenever a draft title is descriptive rather than directive; whenever the deck will circulate without its author.",
          "confidence": 80,
          "extraction": {
            "at": "2026-04-29 13:07:31.797377+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 8,
          "whyItWorks": "Solves the two failure modes of analytical communication at once: stopping at description (analyst-confidence problem) and leaving insight stranded in the analyst's head (translation problem). The recursion is what guarantees the implication makes it into ink.",
          "antipattern": "Stopping at the first tighter description (still a fact, not an implication), regressing past the audience's decision space into philosophy, smuggling the so-what into speaker notes, or re-using an implication aimed at a previous audience.",
          "cardinality": null,
          "narrativePurpose": "Forces every analytical artefact to close the gap between fact and decision, so the reader holds the recommendation by reading titles alone rather than reconstructing the analyst's mental model from raw evidence."
        }
      ],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 8,
          "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-0682-776c-8e37-87cbf8c23fb3",
          "matchId": "019dd95a-0542-7728-a78f-a251f0a72b50",
          "beatType": {
            "name": "Problem & Complication",
            "slug": "consultants-gambit-problem-complication",
            "status": "active",
            "canonId": "019dd9b8-064a-777f-a374-e9a8c43dedd4",
            "version": 1,
            "description": null
          },
          "evidence": "Fragmentation evidence: ports concentrated, mid-mile hyperlocal, micro-SMEs",
          "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": 92
        },
        {
          "to": 8,
          "arc": {
            "name": "The Triple Take",
            "slug": "triple-take",
            "status": "active",
            "bestFor": "Data-driven presentations, research findings",
            "canonId": "019dd956-6221-73ad-bc12-378f8eb1f018",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "The Facts (What) -> The Implications (So What) -> The Action (Now What)",
            "description": null,
            "familyLabel": null
          },
          "from": 4,
          "name": "The Facts (What)",
          "beatId": "019dd95a-0682-776c-8e37-9778718e2171",
          "matchId": "019dd95a-0542-7728-a78f-a55c48ff1682",
          "beatType": {
            "name": "The Facts (What)",
            "slug": "triple-take-the-facts-what",
            "status": "active",
            "canonId": "019dd9b8-092b-754c-8eaa-ede3ffdcb060",
            "version": 1,
            "description": null
          },
          "evidence": "Hard data on ports, mid-mile, fragmentation",
          "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": 8,
          "from": 6,
          "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-07fe-70ce-8d3f-e8b3d049dfef",
          "evidence": "Port concentration (p6) + hyperlocal mid-mile (p7) + micro-SME chart (p8) -> fragmentation pattern",
          "position": 2,
          "objective": "Stack three pieces of evidence to land 'fragmented, no clear winners'",
          "confidence": 85,
          "extraction": {
            "at": "2026-04-29 13:07:29.547081+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          }
        }
      ],
      "locked": true
    },
    {
      "page": 9,
      "type": "analysis",
      "title": "The slide uses a hub-and-spoke style diagram to show how data and capital flow between different portfolio companies.",
      "function": "present_framework",
      "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": "present_framework",
        "functionCanon": {
          "name": "Present framework",
          "slug": "present_framework",
          "status": "active",
          "canonId": "019de52d-1403-7667-9100-d2ac6709f750",
          "version": 1,
          "description": null
        },
        "density": "balanced",
        "densityScore": 33,
        "componentCount": 5,
        "textChars": 425,
        "nDataPoints": 0,
        "notes": "The slide uses a hub-and-spoke style diagram to show how data and capital flow between different portfolio companies.",
        "elementsJson": [
          "headline_text",
          "process_diagram",
          "logo_grid",
          "icon_grid"
        ],
        "confidence": 0.95,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:47:31.316+00",
          "seconds": 5.685,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-027f9ecf8a5e/9",
        "deck": "/decks/019dd923-5ca1-7489-b634-027f9ecf8a5e",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-027f9ecf8a5e#slide-9",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-027f9ecf8a5e.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": ". . .to create a leading logistics platform with the addition of mid-mile transportation and 3PL assets or partners",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-24 12:42:18+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-a675-704b-b9a9-8f935fdc5c52",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.7,
            "w": 0.9,
            "x": 0.05,
            "y": 0.22
          },
          "kind": "diagram",
          "text": "Illustrative: A global PE’s portfolio of investments in Vietnam",
          "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": "Hub and spoke",
              "slug": "hub-spoke",
              "status": "active",
              "canonId": "019de52d-04db-73e6-81ca-a234f2f23fc1",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "hub-spoke",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:47:31.316+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "38a7bf41-7b03-4a80-86c0-5d4135abd6d5",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.65,
            "w": 0.9,
            "x": 0.05,
            "y": 0.25
          },
          "kind": "framework",
          "text": "Portfolio 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 19:47:31.316+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "3bcfd929-8340-4fef-bf6c-af9331fb3016",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.9,
            "x": 0.05,
            "y": 0.15
          },
          "kind": "paragraph",
          "text": ". . .to create a leading logistics platform with the addition of mid-mile transportation and 3PL assets or partners",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:47:31.316+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "b9b8bdff-10a7-42d8-b0a9-afa2d4c5c24b",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.1,
            "w": 0.9,
            "x": 0.05,
            "y": 0.05
          },
          "kind": "title",
          "text": "There remains a small window of opportunity before your competitors build upon their recent investments . . .",
          "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 19:47:31.316+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "d464c929-2bc4-43a9-9649-f0b62b5626dd",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "Loss Aversion",
            "slug": "loss-aversion",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-9761-738f-8fd4-558a63ea744a",
            "version": 1,
            "bodyDocId": null,
            "description": "Losses are felt 2x more strongly than equivalent gains - frame stakes as potential loss",
            "familyLabel": null,
            "categoryName": "Block",
            "categorySlug": "block"
          },
          "agent": "Storyteller",
          "layer": "block",
          "agents": [
            "Storyteller"
          ],
          "matchId": "019dd95a-10d4-718b-9f60-786582610936",
          "evidence": "Frames stakes as 'before competitors build upon investments'",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 75,
          "extraction": {
            "at": "2026-04-29 13:07:31.797377+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 9,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "Scarcity",
            "slug": "scarcity",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-9610-7038-a580-6ef34d95f742",
            "version": 1,
            "bodyDocId": null,
            "description": "Limited availability increases perceived value - time limits and exclusivity",
            "familyLabel": null,
            "categoryName": "Block",
            "categorySlug": "block"
          },
          "agent": "Storyteller",
          "layer": "block",
          "agents": [
            "Storyteller"
          ],
          "matchId": "019dd95a-10d4-718b-9f60-7773d4927751",
          "evidence": "Explicit 'small window' framing creates urgency",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 82,
          "extraction": {
            "at": "2026-04-29 13:07:31.797377+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 9,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "Argument from Analogy",
            "slug": "argument-from-analogy",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-9e3d-7762-a994-72a2f7104e7c",
            "version": 1,
            "bodyDocId": null,
            "description": "Drawing conclusions based on similarities between situations",
            "familyLabel": null,
            "categoryName": "Loop",
            "categorySlug": "loop"
          },
          "agent": "Architect",
          "layer": "loop",
          "agents": [
            "Architect"
          ],
          "matchId": "019dd95a-10d4-718b-9f60-7e8459de6c3d",
          "evidence": "First page of precedent loop sets up the China parallel",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 78,
          "extraction": {
            "at": "2026-04-29 13:07:31.797377+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-10d4-718b-9f60-6a24eefb4522",
          "evidence": "Title: 'small window of opportunity before competitors build...'",
          "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 13:07:31.797377+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": "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-10d4-718b-9f60-6c4ccdc8a2f1",
          "evidence": "Illustrative PE portfolio diagram with logos and arrows",
          "pageRefs": null,
          "priority": "Core",
          "whenToUse": null,
          "confidence": 78,
          "extraction": {
            "at": "2026-04-29 13:07:31.797377+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 9,
          "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-10d4-718b-9f60-72b988ed0535",
          "evidence": "Two coloured zones: income/commerce vs infra/3PL",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 75,
          "extraction": {
            "at": "2026-04-29 13:07:31.797377+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 9,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "frameworks": [
        {
          "matchId": "e30a7e8b-1ba4-4e77-9a78-916cf2713fa2",
          "evidence": "The diagram maps the flow of data and capital between portfolio companies to create a logistics platform.",
          "framework": null,
          "confidence": 0.8,
          "extraction": {
            "at": "2026-05-02 19:47:31.316+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 9,
          "frameworkName": "value-chain"
        }
      ],
      "arcBeats": [
        {
          "to": 11,
          "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": 9,
          "name": "Solution & Approach",
          "beatId": "019dd95a-0682-776c-8e37-895c333b4d77",
          "matchId": "019dd95a-0542-7728-a78f-a251f0a72b50",
          "beatType": {
            "name": "Solution & Approach",
            "slug": "consultants-gambit-solution-approach",
            "status": "active",
            "canonId": "019dd9b8-071c-7161-9184-580fdac7a4f9",
            "version": 1,
            "description": null
          },
          "evidence": "Window of opportunity (p9) + Cainiao playbook as the model (p10-11)",
          "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": 92
        },
        {
          "to": 11,
          "arc": {
            "name": "The Triple Take",
            "slug": "triple-take",
            "status": "active",
            "bestFor": "Data-driven presentations, research findings",
            "canonId": "019dd956-6221-73ad-bc12-378f8eb1f018",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "The Facts (What) -> The Implications (So What) -> The Action (Now What)",
            "description": null,
            "familyLabel": null
          },
          "from": 9,
          "name": "The Implications (So What)",
          "beatId": "019dd95a-0682-776c-8e37-9af0e7de45e3",
          "matchId": "019dd95a-0542-7728-a78f-a55c48ff1682",
          "beatType": {
            "name": "The Implications (So What)",
            "slug": "triple-take-the-implications-so-what",
            "status": "active",
            "canonId": "019dd9b8-09c7-75cd-8c7b-ae0e23cca2b8",
            "version": 1,
            "description": null
          },
          "evidence": "Window closing; Cainiao shows what winning looks like",
          "position": 2,
          "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": 11,
          "from": 9,
          "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-07fe-70ce-8d3f-ed47d1b31e8e",
          "evidence": "p9 frames opportunity, p10-11 explicitly invoke 'Cainiao's playbook in China' with $29B valuation",
          "position": 3,
          "objective": "Use Cainiao/China as precedent for the recommended Vietnam play",
          "confidence": 88,
          "extraction": {
            "at": "2026-04-29 13:07:29.547081+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          }
        }
      ],
      "locked": true
    },
    {
      "page": 10,
      "type": "evidence",
      "title": "Includes a process flow diagram illustrating the logistics ecosystem and key success factors.",
      "function": "illustrate_case",
      "rawType": "case_study",
      "block": null,
      "metadata": {
        "slideType": "case_study",
        "slideTypeCanon": {
          "name": "Case study",
          "slug": "case_study",
          "status": "active",
          "canonId": "019de52d-0b95-7344-8090-926f3b8e92c8",
          "version": 1,
          "description": null
        },
        "function": "illustrate_case",
        "functionCanon": {
          "name": "Illustrate case",
          "slug": "illustrate_case",
          "status": "active",
          "canonId": "019de52d-13b4-772c-bb73-1873612a7463",
          "version": 1,
          "description": null
        },
        "density": "overcrowded",
        "densityScore": 76,
        "componentCount": 8,
        "textChars": 915,
        "nDataPoints": 6,
        "notes": "Includes a process flow diagram illustrating the logistics ecosystem and key success factors.",
        "elementsJson": [
          "process_diagram",
          "bullet_list",
          "callout_box",
          "paragraph"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:47:28.717+00",
          "seconds": 3.005,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-027f9ecf8a5e/10",
        "deck": "/decks/019dd923-5ca1-7489-b634-027f9ecf8a5e",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-027f9ecf8a5e#slide-10",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-027f9ecf8a5e.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.2,
            "w": 0.45,
            "x": 0.52,
            "y": 0.68
          },
          "kind": "callout",
          "text": "Unlike China, the winner in Vietnam’s e-commerce has not been decided. Shopee, which has a sizeable lead on the competition has already begun investing in mid and last mile capabilities. Cainiao is also venturing into Southern Vietnam.",
          "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 19:47:28.717+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "bea560e0-bab5-4243-a65f-fc5f88f1c485",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "callout",
          "text": "Unlike China, the winner in Vietnam’s e-commerce has not been decided. Shopee, which has a sizeable lead on the competition has already begun investing in mid and last mile capabilities.",
          "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 12:42:17+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-a675-704b-b9a9-093dbb92facd",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.65,
            "w": 0.45,
            "x": 0.05,
            "y": 0.22
          },
          "kind": "diagram",
          "text": "Logistics ecosystem flow diagram showing Alibaba, warehouses, and last-mile partners",
          "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 19:47:28.717+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "437a7267-4402-49d1-b036-c241f688f005",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.4,
            "w": 0.45,
            "x": 0.52,
            "y": 0.22
          },
          "kind": "list",
          "text": "Cainiao's open platform strategy and key success factors including capital, parcel volume gatekeeping, and data orchestration.",
          "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 19:47:28.717+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "be585e98-39f5-4a6f-914d-c1cd97d308ee",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "Valuation: $29B",
          "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 12:42:17+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-a675-704b-b9a9-0d8a33619c41",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.4,
            "x": 0.05,
            "y": 0.95
          },
          "kind": "source-note",
          "text": "Source: time.com, alibabagroup.com",
          "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 19:47:28.717+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "116596ab-113e-480d-be2a-b016faf8309e",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.9,
            "x": 0.05,
            "y": 0.15
          },
          "kind": "subtitle",
          "text": "Cainiao grew massively by gatekeeping ecommerce parcel volumes and was valued at $29B post Alibaba’s majority investment in 2019",
          "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 19:47:28.717+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "e2f3e438-7dea-4a8b-b62f-a06d3f46758d",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.8,
            "x": 0.05,
            "y": 0.05
          },
          "kind": "title",
          "text": "An aspiring local leader in Vietnam’s logistics could follow Cainiao’s playbook in China in the last decade",
          "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 19:47:28.717+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "b007f289-8fd6-402a-9786-8cd99c5ba9a8",
          "parentComponentId": null
        }
      ],
      "metrics": [
        {
          "metricRaw": "Valuation",
          "numberRaw": "$29B",
          "numberKind": "money",
          "actionTitle": "An aspiring local leader in Vietnam’s logistics could follow Cainiao’s playbook in China in the last decade",
          "calloutText": "Unlike China, the winner in Vietnam’s e-commerce has not been decided. Shopee, which has a sizeable lead on the competition has already begun investing in mid and last mile capabilities.",
          "numberScale": "b",
          "numberValue": 29,
          "metricFamily": "valuation",
          "numberCurrency": "$"
        }
      ],
      "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-10d4-718b-9f60-81e6869ed7e1",
          "evidence": "Title: 'could follow Cainiao's playbook in China in the last decade'",
          "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": 92,
          "extraction": {
            "at": "2026-04-29 13:07:31.797377+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": "Authority Bias",
            "slug": "authority-bias",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-c38d-70b9-a284-b2b479763356",
            "version": 1,
            "bodyDocId": null,
            "description": "Expert opinions are weighted more heavily - cite credible sources",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Storyteller",
          "layer": "slide",
          "agents": [
            "Architect",
            "Storyteller"
          ],
          "matchId": "019dd95a-10d4-718b-9f60-93e101173429",
          "evidence": "Cites Time and alibabagroup.com as sources",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 70,
          "extraction": {
            "at": "2026-04-29 13:07:31.797377+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 10,
          "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-10d4-718b-9f60-8cca676c92c4",
          "evidence": "$4.9B invested, $3.3B in Nov 2019, 51%->63% stake",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 80,
          "extraction": {
            "at": "2026-04-29 13:07:31.797377+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 10,
          "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-10d4-718b-9f60-86535418917c",
          "evidence": "Cainiao open-platform diagram presented as the playbook to copy",
          "pageRefs": null,
          "priority": "Core",
          "whenToUse": null,
          "confidence": 92,
          "extraction": {
            "at": "2026-04-29 13:07:31.797377+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 10,
          "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-10d4-718b-9f60-89f94fbe5cde",
          "evidence": "Left flow diagram + right strategy/key-success-factors columns",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 75,
          "extraction": {
            "at": "2026-04-29 13:07:31.797377+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 10,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "frameworks": [
        {
          "matchId": "746a9638-4645-45f4-9a10-78057dd93c7c",
          "evidence": "Using Cainiao's China playbook as a model for Vietnam",
          "framework": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-05-02 19:47:28.717+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 10,
          "frameworkName": "metaphor-analogy"
        }
      ],
      "arcBeats": [
        {
          "to": 11,
          "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": 9,
          "name": "Solution & Approach",
          "beatId": "019dd95a-0682-776c-8e37-895c333b4d77",
          "matchId": "019dd95a-0542-7728-a78f-a251f0a72b50",
          "beatType": {
            "name": "Solution & Approach",
            "slug": "consultants-gambit-solution-approach",
            "status": "active",
            "canonId": "019dd9b8-071c-7161-9184-580fdac7a4f9",
            "version": 1,
            "description": null
          },
          "evidence": "Window of opportunity (p9) + Cainiao playbook as the model (p10-11)",
          "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": 92
        },
        {
          "to": 11,
          "arc": {
            "name": "The Triple Take",
            "slug": "triple-take",
            "status": "active",
            "bestFor": "Data-driven presentations, research findings",
            "canonId": "019dd956-6221-73ad-bc12-378f8eb1f018",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "The Facts (What) -> The Implications (So What) -> The Action (Now What)",
            "description": null,
            "familyLabel": null
          },
          "from": 9,
          "name": "The Implications (So What)",
          "beatId": "019dd95a-0682-776c-8e37-9af0e7de45e3",
          "matchId": "019dd95a-0542-7728-a78f-a55c48ff1682",
          "beatType": {
            "name": "The Implications (So What)",
            "slug": "triple-take-the-implications-so-what",
            "status": "active",
            "canonId": "019dd9b8-09c7-75cd-8c7b-ae0e23cca2b8",
            "version": 1,
            "description": null
          },
          "evidence": "Window closing; Cainiao shows what winning looks like",
          "position": 2,
          "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": 11,
          "from": 9,
          "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-07fe-70ce-8d3f-ed47d1b31e8e",
          "evidence": "p9 frames opportunity, p10-11 explicitly invoke 'Cainiao's playbook in China' with $29B valuation",
          "position": 3,
          "objective": "Use Cainiao/China as precedent for the recommended Vietnam play",
          "confidence": 88,
          "extraction": {
            "at": "2026-04-29 13:07:29.547081+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          }
        }
      ],
      "locked": true
    },
    {
      "page": 11,
      "type": "setup",
      "title": "The slide uses maps to illustrate proximity to key infrastructure (airports, ports, highways) for two specific logistics park projects.",
      "function": "establish_context",
      "rawType": "geographic_map",
      "block": null,
      "metadata": {
        "slideType": "geographic_map",
        "slideTypeCanon": {
          "name": "Geographic map",
          "slug": "geographic_map",
          "status": "active",
          "canonId": "019de52d-09de-7153-8845-584c1a9d0c83",
          "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": "overcrowded",
        "densityScore": 79,
        "componentCount": 9,
        "textChars": 817,
        "nDataPoints": 4,
        "notes": "The slide uses maps to illustrate proximity to key infrastructure (airports, ports, highways) for two specific logistics park projects.",
        "elementsJson": [
          "headline_text",
          "subtitle_text",
          "map",
          "bullet_list",
          "photo"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:47:34.381+00",
          "seconds": 8.286,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-027f9ecf8a5e/11",
        "deck": "/decks/019dd923-5ca1-7489-b634-027f9ecf8a5e",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-027f9ecf8a5e#slide-11",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-027f9ecf8a5e.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.35,
            "w": 0.45,
            "x": 0.05,
            "y": 0.25
          },
          "kind": "image",
          "text": "Map of Dong Nai Smart Logistics Park",
          "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": "Map",
              "slug": "map",
              "status": "active",
              "canonId": "019de52c-fe4d-77bd-b0a4-d72d58b9e5a4",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "map",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:47:34.381+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "0b6346fb-8530-4f19-bbb3-f3c2ea8e4c1f",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.35,
            "w": 0.45,
            "x": 0.52,
            "y": 0.25
          },
          "kind": "image",
          "text": "Map of Long An logistics park",
          "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": "Map",
              "slug": "map",
              "status": "active",
              "canonId": "019de52c-fe4d-77bd-b0a4-d72d58b9e5a4",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "map",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:47:34.381+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "b7cb16e0-078e-443b-a4d8-c7ee3d0be86b",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.25,
            "w": 0.45,
            "x": 0.52,
            "y": 0.65
          },
          "kind": "list",
          "text": "Expected to go live in late 2022; 110,000 sqm; Strategic intersection; eCommerce shift",
          "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 19:47:34.381+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "11a0607e-ef3d-4703-adb2-cf2bc76b8570",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.25,
            "w": 0.45,
            "x": 0.05,
            "y": 0.65
          },
          "kind": "list",
          "text": "Total land size of c.168,000 sqm; 30km connectivity; Cold chain storage; 95% utilization",
          "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 19:47:34.381+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "a987eea0-2877-4030-a174-c12df898e390",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "warehouse leasing space: 110,000 sqm",
          "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 12:42:19+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-a675-704b-b9aa-3da7dfb284eb",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.8,
            "x": 0.05,
            "y": 0.15
          },
          "kind": "paragraph",
          "text": ". . . as part of the launch of its warehouse network throughout Southeast Asia to tap on the region’s economic growth",
          "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 19:47:34.381+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "f58ee4bb-a0bb-4c11-b614-5dfe2769b72f",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.45,
            "x": 0.52,
            "y": 0.88
          },
          "kind": "source-note",
          "text": "Source: https://en.prnasia.com/releases/apac/cainiao-p-a-t-logistics-park-in-long-an-vietnam-to-launch-in-q2-2022-to-support-local-smes-amid-global-supply-chain-disruptions-351469.shtml",
          "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 19:47:34.381+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "0db9f29d-c47e-402a-8413-ca1f4f187e03",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.45,
            "x": 0.05,
            "y": 0.88
          },
          "kind": "source-note",
          "text": "Source: https://en.prnasia.com/releases/apac/alibaba-s-logistics-arm-cainiao-announces-development-of-dong-nai-smart-logistics-park-in-vietnam-353905.shtml",
          "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 19:47:34.381+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "a3ee653d-a48c-47f7-bd60-1bac54722bda",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.1,
            "w": 0.8,
            "x": 0.05,
            "y": 0.05
          },
          "kind": "title",
          "text": "Cainiao has secured access to land in Vietnam to build large warehouse clusters . . .",
          "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 19:47:34.381+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "66fa2ded-702f-4026-8e8d-178914ec6847",
          "parentComponentId": null
        }
      ],
      "metrics": [
        {
          "metricRaw": "warehouse leasing space",
          "numberRaw": "110,000 sqm",
          "numberKind": "plain",
          "actionTitle": "Cainiao has secured access to land in Vietnam to build large warehouse clusters . . .",
          "calloutText": null,
          "numberScale": null,
          "numberValue": 110,
          "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-10d4-718b-9f60-957654eea4b2",
          "evidence": "Title: 'Cainiao has secured access to land in Vietnam...'",
          "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 13:07:31.797377+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-10d4-718b-9f60-996462e13b12",
          "evidence": "Specific 110,000 sqm warehouse cluster figure",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 80,
          "extraction": {
            "at": "2026-04-29 13:07:31.797377+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 11,
          "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-10d4-718b-9f60-9ddda066296b",
          "evidence": "Map/illustration anchoring the local-execution proof point",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 70,
          "extraction": {
            "at": "2026-04-29 13:07:31.797377+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 11,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 11,
          "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": 9,
          "name": "Solution & Approach",
          "beatId": "019dd95a-0682-776c-8e37-895c333b4d77",
          "matchId": "019dd95a-0542-7728-a78f-a251f0a72b50",
          "beatType": {
            "name": "Solution & Approach",
            "slug": "consultants-gambit-solution-approach",
            "status": "active",
            "canonId": "019dd9b8-071c-7161-9184-580fdac7a4f9",
            "version": 1,
            "description": null
          },
          "evidence": "Window of opportunity (p9) + Cainiao playbook as the model (p10-11)",
          "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": 92
        },
        {
          "to": 11,
          "arc": {
            "name": "The Triple Take",
            "slug": "triple-take",
            "status": "active",
            "bestFor": "Data-driven presentations, research findings",
            "canonId": "019dd956-6221-73ad-bc12-378f8eb1f018",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "The Facts (What) -> The Implications (So What) -> The Action (Now What)",
            "description": null,
            "familyLabel": null
          },
          "from": 9,
          "name": "The Implications (So What)",
          "beatId": "019dd95a-0682-776c-8e37-9af0e7de45e3",
          "matchId": "019dd95a-0542-7728-a78f-a55c48ff1682",
          "beatType": {
            "name": "The Implications (So What)",
            "slug": "triple-take-the-implications-so-what",
            "status": "active",
            "canonId": "019dd9b8-09c7-75cd-8c7b-ae0e23cca2b8",
            "version": 1,
            "description": null
          },
          "evidence": "Window closing; Cainiao shows what winning looks like",
          "position": 2,
          "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": 11,
          "from": 9,
          "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-07fe-70ce-8d3f-ed47d1b31e8e",
          "evidence": "p9 frames opportunity, p10-11 explicitly invoke 'Cainiao's playbook in China' with $29B valuation",
          "position": 3,
          "objective": "Use Cainiao/China as precedent for the recommended Vietnam play",
          "confidence": 88,
          "extraction": {
            "at": "2026-04-29 13:07:29.547081+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          }
        }
      ],
      "locked": true
    },
    {
      "page": 12,
      "type": "setup",
      "function": "transition",
      "rawType": "section_divider",
      "block": null,
      "metadata": {
        "slideType": "section_divider",
        "slideTypeCanon": {
          "name": "Section divider",
          "slug": "section_divider",
          "status": "active",
          "canonId": "019de52d-066a-7402-9554-6ae504999041",
          "version": 1,
          "description": null
        },
        "function": "transition",
        "functionCanon": {
          "name": "Transition",
          "slug": "transition",
          "status": "active",
          "canonId": "019de52d-1365-7149-92aa-66df859e75fd",
          "version": 1,
          "description": null
        },
        "density": "balanced",
        "densityScore": 27,
        "componentCount": 3,
        "textChars": 551,
        "nDataPoints": 0,
        "notes": null,
        "elementsJson": [
          "headline_text",
          "callout_box"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:47:28.216+00",
          "seconds": 2.101,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-027f9ecf8a5e/12",
        "deck": "/decks/019dd923-5ca1-7489-b634-027f9ecf8a5e",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-027f9ecf8a5e#slide-12",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-027f9ecf8a5e.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "Within the overall logistics sector, the cold-chain logistics sub-sector has accelerated strongly in recent years, driven by strong macro drivers which fuel demands not only for capacity but also for more efficient and higher quality logistics.",
          "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 12:42:18+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-a675-704b-b9a9-baa871fc7e3c",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.9,
            "x": 0.05,
            "y": 0.52
          },
          "kind": "paragraph",
          "text": "Within the overall logistics sector, the cold-chain logistics sub-sector has accelerated strongly in recent years, driven by strong macro drivers which fuel demands not only for capacity but also for more efficient and higher quality logistics.",
          "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 19:47:28.216+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "953df334-0335-4fdf-b2c3-3591261b47ed",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.9,
            "x": 0.05,
            "y": 0.35
          },
          "kind": "title",
          "text": "Key opportunities: Cold-chain logistics (Warehouse & Transport)",
          "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 19:47:28.216+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "8d987807-6cf5-4f4c-8d47-53c5af39c8d9",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 16,
          "arc": {
            "name": "The Consultant's Gambit",
            "slug": "consultants-gambit",
            "status": "active",
            "bestFor": "Business cases, project proposals, strategic recommendations",
            "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps",
            "description": null,
            "familyLabel": null
          },
          "from": 12,
          "name": "Evidence & Proof",
          "beatId": "019dd95a-0682-776c-8e37-8f8d109a069f",
          "matchId": "019dd95a-0542-7728-a78f-a251f0a72b50",
          "beatType": {
            "name": "Evidence & Proof",
            "slug": "consultants-gambit-evidence-proof",
            "status": "active",
            "canonId": "019dd9b8-07b1-7688-8e1e-7637fec3802a",
            "version": 1,
            "description": null
          },
          "evidence": "Cold-chain section: drivers, sizing, fragmentation, barriers prove the thesis",
          "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": 92
        }
      ],
      "loops": [],
      "locked": true
    },
    {
      "page": 13,
      "type": "analysis",
      "title": "Includes a specific market sizing estimate for cold logistics in a callout box.",
      "function": "size_opportunity",
      "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": "size_opportunity",
        "functionCanon": {
          "name": "Size opportunity",
          "slug": "size_opportunity",
          "status": "active",
          "canonId": "019de52d-147b-7568-8828-a74a27697618",
          "version": 1,
          "description": null
        },
        "density": "overcrowded",
        "densityScore": 75,
        "componentCount": 9,
        "textChars": 654,
        "nDataPoints": 4,
        "notes": "Includes a specific market sizing estimate for cold logistics in a callout box.",
        "elementsJson": [
          "headline_text",
          "numbered_list",
          "bar_chart_stacked",
          "bar_chart_vertical",
          "callout_box"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:47:29.608+00",
          "seconds": 3.002,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-027f9ecf8a5e/13",
        "deck": "/decks/019dd923-5ca1-7489-b634-027f9ecf8a5e",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-027f9ecf8a5e#slide-13",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-027f9ecf8a5e.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.15,
            "w": 0.6,
            "x": 0.05,
            "y": 0.75
          },
          "kind": "callout",
          "text": "The cold logistics (warehouse, transport, tracking) is estimated to grow from US$0.7B to US$2.1B by 2025 based on 1-3% of the total transportation and warehouse revenue growing at 15.1% CAGR in 2019-2025",
          "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 19:47:29.608+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "fd5dee7f-8450-4fc8-9281-ae092320d1f5",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.25,
            "w": 0.28,
            "x": 0.36,
            "y": 0.4
          },
          "kind": "chart",
          "text": "Pharmaceutical products",
          "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 19:47:29.608+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "716e83d2-d0d1-4705-9b14-fdb0c07fb291",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.25,
            "w": 0.28,
            "x": 0.05,
            "y": 0.4
          },
          "kind": "chart",
          "text": "Seafood export value",
          "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 19:47:29.608+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "d2b8e7c4-6085-4bcb-b2fc-f66833b5445c",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.25,
            "w": 0.28,
            "x": 0.67,
            "y": 0.4
          },
          "kind": "chart",
          "text": "No. of supermarkets in Vietnam",
          "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 19:47:29.608+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "e3d4de0c-f25b-4b7a-92c7-fa103d6f84db",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.25,
            "w": 0.28,
            "x": 0.67,
            "y": 0.7
          },
          "kind": "chart",
          "text": "Vietnam e-commerce revenue",
          "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 19:47:29.608+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "e83986ff-7e5b-45ef-92da-eab73cd823e4",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.9,
            "x": 0.05,
            "y": 0.21
          },
          "kind": "list",
          "text": "1. Vietnam is one of the largest seafood exporters. 2. The imports of pharmaceutical products. 3. Modern retail channel is growing quickly.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Numbered list",
              "slug": "numbered",
              "status": "active",
              "canonId": "019de52c-fcc0-7718-a284-a4250c805df2",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "numbered",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:47:29.608+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "8c546d66-9c5c-4832-968e-f63d614fc370",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "CAGR: 15.1%",
          "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 12:42:19+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-a675-704b-b9a9-ce5bb5091f50",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.8,
            "x": 0.05,
            "y": 0.15
          },
          "kind": "paragraph",
          "text": "Growing demand not only for capacity but also for more efficient and higher quality logistics in Vietnam",
          "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 19:47:29.608+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "dd67e43b-f258-4d76-b076-1ab311e1e5e4",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.9,
            "x": 0.05,
            "y": 0.03
          },
          "kind": "title",
          "text": "Long-term drivers fuel near-term growth spurts in the high-value-add cold-chain logistics segments",
          "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 19:47:29.608+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "f37c5dbf-9cc8-40ef-ada8-b33fd6d36446",
          "parentComponentId": null
        }
      ],
      "metrics": [
        {
          "metricRaw": "CAGR",
          "numberRaw": "15.1%",
          "numberKind": "percent",
          "actionTitle": "Long-term drivers fuel near-term growth spurts in the high-value-add cold-chain logistics segments",
          "calloutText": "The cold logistics (warehouse, transport, tracking) is estimated to grow from US$0.7B to US$2.1B by 2025 based on 1-3% of the total transportation and warehouse revenue growing at 15.1% CAGR in 2019-2025",
          "numberScale": null,
          "numberValue": 15.1,
          "metricFamily": "growth_rate",
          "numberCurrency": null
        }
      ],
      "tools": [
        {
          "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-10d4-718b-9f60-ae7437b48529",
          "evidence": "Three numbered demand drivers across the top row",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 80,
          "extraction": {
            "at": "2026-04-29 13:07:31.797377+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 13,
          "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-10d4-718b-9f60-b5c7b6b221a8",
          "evidence": "First page of cold-chain zoom-in loop frames the data narrative",
          "pageRefs": null,
          "priority": "Core",
          "whenToUse": null,
          "confidence": 70,
          "extraction": {
            "at": "2026-04-29 13:07:31.797377+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-10d4-718b-9f60-a179cd239d1e",
          "evidence": "Title: 'Long-term drivers fuel near-term growth spurts...'",
          "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 13:07:31.797377+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-10d4-718b-9f60-a68f90b16071",
          "evidence": "CAGR +5.8%, +9.3%, +7.2%, +25.9% on each driver chart",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 90,
          "extraction": {
            "at": "2026-04-29 13:07:31.797377+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 13,
          "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-10d4-718b-9f60-aa1daaefe37e",
          "evidence": "Four parallel growth charts: seafood, pharma, retail, e-commerce",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 92,
          "extraction": {
            "at": "2026-04-29 13:07:31.797377+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 13,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "So What? Test",
            "slug": "so-what-test",
            "status": "active",
            "bestFor": "On every slide carrying a chart, number, list, or finding intended to inform a decision; whenever a draft title is descriptive rather than directive; whenever the deck will circulate without its author.",
            "canonId": "019dd956-acd2-76f8-b59a-9bf15a89f10a",
            "version": 1,
            "bodyDocId": "fec04b06-b2f1-432b-a97b-916dc7563f64",
            "description": "The recursive editorial discipline of asking so-what of every slide, chart, and statement until the answer is an implication for the audience — that final answer becomes the slide's title; the chain becomes its body.",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Architect",
          "layer": "slide",
          "agents": [
            "Architect"
          ],
          "matchId": "019dd95a-10d4-718b-9f60-b30fab183589",
          "evidence": "Dashed callout sizing cold logistics from $0.7B to $2.1B",
          "pageRefs": null,
          "priority": "Core",
          "whenToUse": "On every slide carrying a chart, number, list, or finding intended to inform a decision; whenever a draft title is descriptive rather than directive; whenever the deck will circulate without its author.",
          "confidence": 78,
          "extraction": {
            "at": "2026-04-29 13:07:31.797377+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 13,
          "whyItWorks": "Solves the two failure modes of analytical communication at once: stopping at description (analyst-confidence problem) and leaving insight stranded in the analyst's head (translation problem). The recursion is what guarantees the implication makes it into ink.",
          "antipattern": "Stopping at the first tighter description (still a fact, not an implication), regressing past the audience's decision space into philosophy, smuggling the so-what into speaker notes, or re-using an implication aimed at a previous audience.",
          "cardinality": null,
          "narrativePurpose": "Forces every analytical artefact to close the gap between fact and decision, so the reader holds the recommendation by reading titles alone rather than reconstructing the analyst's mental model from raw evidence."
        }
      ],
      "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": 12,
          "name": "Evidence & Proof",
          "beatId": "019dd95a-0682-776c-8e37-8f8d109a069f",
          "matchId": "019dd95a-0542-7728-a78f-a251f0a72b50",
          "beatType": {
            "name": "Evidence & Proof",
            "slug": "consultants-gambit-evidence-proof",
            "status": "active",
            "canonId": "019dd9b8-07b1-7688-8e1e-7637fec3802a",
            "version": 1,
            "description": null
          },
          "evidence": "Cold-chain section: drivers, sizing, fragmentation, barriers prove the thesis",
          "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": 92
        },
        {
          "to": 19,
          "arc": {
            "name": "The Triple Take",
            "slug": "triple-take",
            "status": "active",
            "bestFor": "Data-driven presentations, research findings",
            "canonId": "019dd956-6221-73ad-bc12-378f8eb1f018",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "The Facts (What) -> The Implications (So What) -> The Action (Now What)",
            "description": null,
            "familyLabel": null
          },
          "from": 13,
          "name": "The Action (Now What)",
          "beatId": "019dd95a-0682-776c-8e37-9e0c8b9eb3b7",
          "matchId": "019dd95a-0542-7728-a78f-a55c48ff1682",
          "beatType": {
            "name": "The Action (Now What)",
            "slug": "triple-take-the-action-now-what",
            "status": "active",
            "canonId": "019dd9b8-0a5e-735a-bf53-3a1ba629b7aa",
            "version": 1,
            "description": null
          },
          "evidence": "Cold-chain is where to act; contacts to engage",
          "position": 3,
          "isPrimaryArc": false,
          "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": 65
        }
      ],
      "loops": [
        {
          "to": 16,
          "from": 13,
          "loop": {
            "name": "06_zoom_in",
            "slug": "06-zoom-in",
            "status": "active",
            "bestFor": "Technical deep-dives, case studies, detailed analysis",
            "canonId": "019dd956-6846-74db-82be-dff5b058b072",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Big Picture -> Key Area of Focus -> Specific Detail -> Implication",
            "description": "Start broad, then progressively focus on specific details that prove your point",
            "familyLabel": null
          },
          "matchId": "019dd95a-07fe-70ce-8d3f-f0ab6251373e",
          "evidence": "Drivers (p13) -> sizing (p14) -> fragmentation (p15) -> investment thesis (p16)",
          "position": 4,
          "objective": "Zoom into cold-chain sub-segment as the most attractive opportunity",
          "confidence": 82,
          "extraction": {
            "at": "2026-04-29 13:07:29.547081+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          }
        }
      ],
      "locked": true
    },
    {
      "page": 14,
      "type": "resolution",
      "title": "The slide uses a bar chart to compare Vietnam's cold storage capacity against other countries, emphasizing its low current base despite high growth.",
      "function": "size_opportunity",
      "rawType": "market_sizing",
      "block": null,
      "metadata": {
        "slideType": "market_sizing",
        "slideTypeCanon": {
          "name": "Market sizing",
          "slug": "market_sizing",
          "status": "active",
          "canonId": "019de52d-08c8-756c-8664-733b73a7ee7b",
          "version": 1,
          "description": null
        },
        "function": "size_opportunity",
        "functionCanon": {
          "name": "Size opportunity",
          "slug": "size_opportunity",
          "status": "active",
          "canonId": "019de52d-147b-7568-8828-a74a27697618",
          "version": 1,
          "description": null
        },
        "density": "overcrowded",
        "densityScore": 76,
        "componentCount": 9,
        "textChars": 598,
        "nDataPoints": 20,
        "notes": "The slide uses a bar chart to compare Vietnam's cold storage capacity against other countries, emphasizing its low current base despite high growth.",
        "elementsJson": [
          "headline_text",
          "subtitle_text",
          "bar_chart_horizontal",
          "icon_grid"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:47:30.313+00",
          "seconds": 3.525,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-027f9ecf8a5e/14",
        "deck": "/decks/019dd923-5ca1-7489-b634-027f9ecf8a5e",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-027f9ecf8a5e#slide-14",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-027f9ecf8a5e.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "Vietnam's growth in warehouse capacity is growing faster than most other countries and will most likely continue.",
          "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 12:42:19+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-a675-704b-b9a9-ead0f07dc2b4",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.55,
            "w": 0.45,
            "x": 0.52,
            "y": 0.25
          },
          "kind": "chart",
          "text": "Cold storage capacity by country",
          "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 19:47:30.313+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "c91ea06e-3061-41d6-a3f9-00a3929a56d2",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.3,
            "w": 0.4,
            "x": 0.05,
            "y": 0.45
          },
          "kind": "list",
          "text": "USD 169MM in 2019 to USD 295MM by 2025; 900K pallets capacity; 90-95% occupancy",
          "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 19:47:30.313+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "208d656d-cf19-4d7f-885f-8bdd36057dd0",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.1,
            "w": 0.3,
            "x": 0.15,
            "y": 0.3
          },
          "kind": "metric",
          "text": "11.8% vs 7.8%",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": null,
            "subkind": {
              "name": "Big number",
              "slug": "big-number",
              "status": "active",
              "canonId": "019de52c-fc70-70c8-b965-0584548a9204",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "big-number",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:47:30.313+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "dc73c38c-e68a-4d5d-aaf0-416a956e0884",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "Market size: US$295MM",
          "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 12:42:19+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-a675-704b-b9a9-ef2f4b136f29",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.8,
            "x": 0.05,
            "y": 0.15
          },
          "kind": "paragraph",
          "text": "Vietnam's growth in warehouse capacity is growing faster than most other countries and will most likely continue.",
          "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 19:47:30.313+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "0f575782-bc2f-4e17-ba11-a614d03d156f",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.3,
            "x": 0.52,
            "y": 0.85
          },
          "kind": "source-note",
          "text": "Source: 2020-GCCA-Global-Cold-Storage-Capacity-Report-FINAL.pdf",
          "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 19:47:30.313+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "abfbd459-7fc0-4649-be73-f7d5da16675b",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.3,
            "x": 0.05,
            "y": 0.85
          },
          "kind": "source-note",
          "text": "Source: (1) vneconomy.vn (2) 202202 thi truong kho lanh viet nam cap nhat thang 220222.pdf",
          "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 19:47:30.313+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "e75c35ec-aae3-459f-b45a-1f8ca6603f13",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.1,
            "w": 0.9,
            "x": 0.05,
            "y": 0.05
          },
          "kind": "title",
          "text": "The cold warehouse market is forecast to reach US$295MM by the end of 2022",
          "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 19:47:30.313+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "f47a311b-8f85-43dc-a97d-30b767728cf5",
          "parentComponentId": null
        }
      ],
      "metrics": [
        {
          "metricRaw": "Market size",
          "numberRaw": "US$295MM",
          "numberKind": "money",
          "actionTitle": "The cold warehouse market is forecast to reach US$295MM by the end of 2022",
          "calloutText": "Vietnam's growth in warehouse capacity is growing faster than most other countries and will most likely continue.",
          "numberScale": "m",
          "numberValue": 295,
          "metricFamily": "market_size",
          "numberCurrency": "$"
        }
      ],
      "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-10d4-718b-9f60-b983108618d5",
          "evidence": "Title: 'cold warehouse market is forecast to reach US$295MM...'",
          "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 13:07:31.797377+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": "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-10d4-718b-9f60-bebe3839bf27",
          "evidence": "$169MM->$295MM arrow; per-country bar values",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 85,
          "extraction": {
            "at": "2026-04-29 13:07:31.797377+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 14,
          "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-10d4-718b-9f60-c7358354cab3",
          "evidence": "Left-side stat block + right-side benchmark chart",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 75,
          "extraction": {
            "at": "2026-04-29 13:07:31.797377+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 14,
          "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-10d4-718b-9f60-c1f9d0239643",
          "evidence": "Vietnam row boxed in orange and coloured blue vs grey peers",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 90,
          "extraction": {
            "at": "2026-04-29 13:07:31.797377+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 14,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "frameworks": [
        {
          "matchId": "019dd95a-1ca5-70bb-bba1-9be41ae9ba70",
          "evidence": "Bar chart compares Vietnam vs Americas/Europe/Asia peers on cold-storage per capita",
          "framework": null,
          "confidence": 70,
          "extraction": {
            "at": "2026-04-29 13:07:34.826634+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 14,
          "frameworkName": "Cross-country Benchmark"
        }
      ],
      "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": 12,
          "name": "Evidence & Proof",
          "beatId": "019dd95a-0682-776c-8e37-8f8d109a069f",
          "matchId": "019dd95a-0542-7728-a78f-a251f0a72b50",
          "beatType": {
            "name": "Evidence & Proof",
            "slug": "consultants-gambit-evidence-proof",
            "status": "active",
            "canonId": "019dd9b8-07b1-7688-8e1e-7637fec3802a",
            "version": 1,
            "description": null
          },
          "evidence": "Cold-chain section: drivers, sizing, fragmentation, barriers prove the thesis",
          "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": 92
        },
        {
          "to": 19,
          "arc": {
            "name": "The Triple Take",
            "slug": "triple-take",
            "status": "active",
            "bestFor": "Data-driven presentations, research findings",
            "canonId": "019dd956-6221-73ad-bc12-378f8eb1f018",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "The Facts (What) -> The Implications (So What) -> The Action (Now What)",
            "description": null,
            "familyLabel": null
          },
          "from": 13,
          "name": "The Action (Now What)",
          "beatId": "019dd95a-0682-776c-8e37-9e0c8b9eb3b7",
          "matchId": "019dd95a-0542-7728-a78f-a55c48ff1682",
          "beatType": {
            "name": "The Action (Now What)",
            "slug": "triple-take-the-action-now-what",
            "status": "active",
            "canonId": "019dd9b8-0a5e-735a-bf53-3a1ba629b7aa",
            "version": 1,
            "description": null
          },
          "evidence": "Cold-chain is where to act; contacts to engage",
          "position": 3,
          "isPrimaryArc": false,
          "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": 65
        }
      ],
      "loops": [
        {
          "to": 16,
          "from": 13,
          "loop": {
            "name": "06_zoom_in",
            "slug": "06-zoom-in",
            "status": "active",
            "bestFor": "Technical deep-dives, case studies, detailed analysis",
            "canonId": "019dd956-6846-74db-82be-dff5b058b072",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Big Picture -> Key Area of Focus -> Specific Detail -> Implication",
            "description": "Start broad, then progressively focus on specific details that prove your point",
            "familyLabel": null
          },
          "matchId": "019dd95a-07fe-70ce-8d3f-f0ab6251373e",
          "evidence": "Drivers (p13) -> sizing (p14) -> fragmentation (p15) -> investment thesis (p16)",
          "position": 4,
          "objective": "Zoom into cold-chain sub-segment as the most attractive opportunity",
          "confidence": 82,
          "extraction": {
            "at": "2026-04-29 13:07:29.547081+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          }
        }
      ],
      "locked": true
    },
    {
      "page": 15,
      "type": "analysis",
      "title": "Includes a bar chart for historical growth and a bubble chart for market concentration.",
      "function": "analyze_data",
      "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": "analyze_data",
        "functionCanon": {
          "name": "Analyze data",
          "slug": "analyze_data",
          "status": "active",
          "canonId": "019de52d-1590-7413-8c82-cc218cff40b4",
          "version": 1,
          "description": null
        },
        "density": "overcrowded",
        "densityScore": 79,
        "componentCount": 9,
        "textChars": 702,
        "nDataPoints": 25,
        "notes": "Includes a bar chart for historical growth and a bubble chart for market concentration.",
        "elementsJson": [
          "headline_text",
          "bar_chart_vertical",
          "data_table",
          "bubble_chart",
          "callout_box",
          "footnote"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:47:30.158+00",
          "seconds": 3.066,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-027f9ecf8a5e/15",
        "deck": "/decks/019dd923-5ca1-7489-b634-027f9ecf8a5e",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-027f9ecf8a5e#slide-15",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-027f9ecf8a5e.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "At present, no single player can offer >60,000 pallets of cold storage or cross-country integrated cold warehouse and transport logistics.",
          "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 12:42:19+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-a675-704b-b9aa-1aba600ea07a",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.3,
            "w": 0.45,
            "x": 0.05,
            "y": 0.22
          },
          "kind": "chart",
          "text": "Cold warehouse capacity growth 2015-2021",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Chart",
              "slug": "chart",
              "status": "active",
              "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8",
              "version": 1,
              "description": "Quantitative chart."
            },
            "tool": null,
            "subkind": {
              "name": "Vertical bar chart",
              "slug": "bar-vertical",
              "status": "active",
              "canonId": "019de52c-fe9d-70f2-b3b7-a9ae294f5917",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bar-vertical",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:47:30.158+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "55254195-99a3-4f36-ba59-a4259c4d57cb",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.35,
            "w": 0.45,
            "x": 0.52,
            "y": 0.55
          },
          "kind": "chart",
          "text": "Market concentration by region and capacity",
          "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": "Bubble chart",
              "slug": "bubble",
              "status": "active",
              "canonId": "019de52d-00a4-756f-8978-8d5e48905dbc",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bubble",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:47:30.158+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "f99b13b2-301d-43db-85d1-b340e32873d2",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "Cold storage capacity: 900,000",
          "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 12:42:19+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-a675-704b-b9aa-1ecd5358732e",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.1,
            "w": 0.45,
            "x": 0.05,
            "y": 0.68
          },
          "kind": "paragraph",
          "text": "At present, no single player can offer >60,000 pallets of cold storage or cross-country integrated cold warehouse and transport logistics.",
          "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 19:47:30.158+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "0d25a63d-e24a-4dee-a19f-f82d2d42ab85",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.4,
            "x": 0.05,
            "y": 0.55
          },
          "kind": "source-note",
          "text": "Source: Vietnam cold logistics report February 2022 by VLA, companies' website and A&M research",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:47:30.158+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "c6240bd1-18dd-45dd-8b30-5fd78ea049ce",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.2,
            "w": 0.45,
            "x": 0.52,
            "y": 0.25
          },
          "kind": "table",
          "text": "Cold storage capacity by region",
          "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 19:47:30.158+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "e8633f98-c62c-4700-b278-98c72db20c74",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.85,
            "x": 0.05,
            "y": 0.03
          },
          "kind": "title",
          "text": "Cold warehouse capacity doubled from 2015 to 2021, 25% of that capacity added in 2021, showing accelerating growth",
          "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 19:47:30.158+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "b8fe5b6c-b85d-41d7-b8f3-8eb519ddaed7",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.5,
            "x": 0.05,
            "y": 0.12
          },
          "kind": "title",
          "text": "Early local leaders are emerging but there are still no dominant players.",
          "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 19:47:30.158+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "edb814e3-fcca-4bc6-9f42-7443c54fdca4",
          "parentComponentId": null
        }
      ],
      "metrics": [
        {
          "metricRaw": "Cold storage capacity",
          "numberRaw": "900,000",
          "numberKind": "plain",
          "actionTitle": "Cold warehouse capacity doubled from 2015 to 2021, 25% of that capacity added in 2021, showing accelerating growth",
          "calloutText": "At present, no single player can offer >60,000 pallets of cold storage or cross-country integrated cold warehouse and transport logistics.",
          "numberScale": null,
          "numberValue": 900,
          "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-10d4-718b-9f60-c8ba7a857c4c",
          "evidence": "Title: 'Cold warehouse capacity doubled from 2015 to 2021...25% added in 2021'",
          "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": 92,
          "extraction": {
            "at": "2026-04-29 13:07:31.797377+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": "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-10d4-718b-9f60-cf774f065f31",
          "evidence": "CAGR +12.7% and yearly capacity values labelled",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 88,
          "extraction": {
            "at": "2026-04-29 13:07:31.797377+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 15,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "So What? Test",
            "slug": "so-what-test",
            "status": "active",
            "bestFor": "On every slide carrying a chart, number, list, or finding intended to inform a decision; whenever a draft title is descriptive rather than directive; whenever the deck will circulate without its author.",
            "canonId": "019dd956-acd2-76f8-b59a-9bf15a89f10a",
            "version": 1,
            "bodyDocId": "fec04b06-b2f1-432b-a97b-916dc7563f64",
            "description": "The recursive editorial discipline of asking so-what of every slide, chart, and statement until the answer is an implication for the audience — that final answer becomes the slide's title; the chain becomes its body.",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Architect",
          "layer": "slide",
          "agents": [
            "Architect"
          ],
          "matchId": "019dd95a-10d4-718b-9f60-d2369a4e8c1f",
          "evidence": "Callout: 'no single player can offer >60,000 pallets...'",
          "pageRefs": null,
          "priority": "Core",
          "whenToUse": "On every slide carrying a chart, number, list, or finding intended to inform a decision; whenever a draft title is descriptive rather than directive; whenever the deck will circulate without its author.",
          "confidence": 82,
          "extraction": {
            "at": "2026-04-29 13:07:31.797377+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 15,
          "whyItWorks": "Solves the two failure modes of analytical communication at once: stopping at description (analyst-confidence problem) and leaving insight stranded in the analyst's head (translation problem). The recursion is what guarantees the implication makes it into ink.",
          "antipattern": "Stopping at the first tighter description (still a fact, not an implication), regressing past the audience's decision space into philosophy, smuggling the so-what into speaker notes, or re-using an implication aimed at a previous audience.",
          "cardinality": null,
          "narrativePurpose": "Forces every analytical artefact to close the gap between fact and decision, so the reader holds the recommendation by reading titles alone rather than reconstructing the analyst's mental model from raw evidence."
        },
        {
          "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-10d4-718b-9f60-d5d301d05171",
          "evidence": "Bar chart left, fragmented-player bubble chart right",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 72,
          "extraction": {
            "at": "2026-04-29 13:07:31.797377+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 15,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "frameworks": [
        {
          "matchId": "b167d29b-1427-4b54-8518-673cfc79850e",
          "evidence": "Analysis of market concentration and player size distribution",
          "framework": null,
          "confidence": 0.7,
          "extraction": {
            "at": "2026-05-02 19:47:30.158+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 15,
          "frameworkName": "market-segmentation-pyramid"
        }
      ],
      "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": 12,
          "name": "Evidence & Proof",
          "beatId": "019dd95a-0682-776c-8e37-8f8d109a069f",
          "matchId": "019dd95a-0542-7728-a78f-a251f0a72b50",
          "beatType": {
            "name": "Evidence & Proof",
            "slug": "consultants-gambit-evidence-proof",
            "status": "active",
            "canonId": "019dd9b8-07b1-7688-8e1e-7637fec3802a",
            "version": 1,
            "description": null
          },
          "evidence": "Cold-chain section: drivers, sizing, fragmentation, barriers prove the thesis",
          "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": 92
        },
        {
          "to": 19,
          "arc": {
            "name": "The Triple Take",
            "slug": "triple-take",
            "status": "active",
            "bestFor": "Data-driven presentations, research findings",
            "canonId": "019dd956-6221-73ad-bc12-378f8eb1f018",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "The Facts (What) -> The Implications (So What) -> The Action (Now What)",
            "description": null,
            "familyLabel": null
          },
          "from": 13,
          "name": "The Action (Now What)",
          "beatId": "019dd95a-0682-776c-8e37-9e0c8b9eb3b7",
          "matchId": "019dd95a-0542-7728-a78f-a55c48ff1682",
          "beatType": {
            "name": "The Action (Now What)",
            "slug": "triple-take-the-action-now-what",
            "status": "active",
            "canonId": "019dd9b8-0a5e-735a-bf53-3a1ba629b7aa",
            "version": 1,
            "description": null
          },
          "evidence": "Cold-chain is where to act; contacts to engage",
          "position": 3,
          "isPrimaryArc": false,
          "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": 65
        }
      ],
      "loops": [
        {
          "to": 16,
          "from": 13,
          "loop": {
            "name": "06_zoom_in",
            "slug": "06-zoom-in",
            "status": "active",
            "bestFor": "Technical deep-dives, case studies, detailed analysis",
            "canonId": "019dd956-6846-74db-82be-dff5b058b072",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Big Picture -> Key Area of Focus -> Specific Detail -> Implication",
            "description": "Start broad, then progressively focus on specific details that prove your point",
            "familyLabel": null
          },
          "matchId": "019dd95a-07fe-70ce-8d3f-f0ab6251373e",
          "evidence": "Drivers (p13) -> sizing (p14) -> fragmentation (p15) -> investment thesis (p16)",
          "position": 4,
          "objective": "Zoom into cold-chain sub-segment as the most attractive opportunity",
          "confidence": 82,
          "extraction": {
            "at": "2026-04-29 13:07:29.547081+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          }
        }
      ],
      "locked": true
    },
    {
      "page": 16,
      "type": "analysis",
      "title": "The slide uses donut charts to show market composition and a table to compare costs between refrigerated and normal trucks.",
      "function": "size_opportunity",
      "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": "size_opportunity",
        "functionCanon": {
          "name": "Size opportunity",
          "slug": "size_opportunity",
          "status": "active",
          "canonId": "019de52d-147b-7568-8828-a74a27697618",
          "version": 1,
          "description": null
        },
        "density": "overcrowded",
        "densityScore": 85,
        "componentCount": 9,
        "textChars": 1009,
        "nDataPoints": 30,
        "notes": "The slide uses donut charts to show market composition and a table to compare costs between refrigerated and normal trucks.",
        "elementsJson": [
          "headline_text",
          "subtitle_text",
          "pie_chart",
          "data_table",
          "callout_box"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:47:31.183+00",
          "seconds": 3.61,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-027f9ecf8a5e/16",
        "deck": "/decks/019dd923-5ca1-7489-b634-027f9ecf8a5e",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-027f9ecf8a5e#slide-16",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-027f9ecf8a5e.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.2,
            "w": 0.9,
            "x": 0.05,
            "y": 0.65
          },
          "kind": "callout",
          "text": "The average cost per refrigerated truck runs 23%-46% higher than normal trucks, which represents an additional barrier for smaller SMEs to enter the cold-chain logistics sub-segment. The ability to offer temperature and moisture-controlled transport and warehousing is a strong differentiator this crowded market.",
          "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 19:47:31.183+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "ad435aad-8352-430d-b9db-86c36b0a273c",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "callout",
          "text": "The average cost per refrigerated truck runs 23%-46% higher than normal trucks, which represents an additional barrier for smaller SMEs to enter the cold-chain logistics sub-segment.",
          "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 12:42:21+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-a675-704b-b9ab-5ba37e340b97",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.3,
            "w": 0.25,
            "x": 0.05,
            "y": 0.25
          },
          "kind": "chart",
          "text": "Number of trucks by weight",
          "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": "Donut chart",
              "slug": "donut",
              "status": "active",
              "canonId": "019de52d-0006-752c-9528-0fef476b8004",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "donut",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:47:31.183+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "3a6fcd15-840c-4876-872b-6a0841fe3eb2",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.3,
            "w": 0.25,
            "x": 0.3,
            "y": 0.25
          },
          "kind": "chart",
          "text": "Refrigerated vs. normal trucks",
          "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": "Donut chart",
              "slug": "donut",
              "status": "active",
              "canonId": "019de52d-0006-752c-9528-0fef476b8004",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "donut",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:47:31.183+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "d689c820-5128-4e8e-b11c-91b8c98ff8f1",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "Cost premium: 36%",
          "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 12:42:21+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-a675-704b-b9ab-5dceb94877f5",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.9,
            "x": 0.05,
            "y": 0.15
          },
          "kind": "paragraph",
          "text": "Especially since even large providers of temperature-controlled transport have no more than 400 refrigerated trucks (<2% of total supply) – a market ripe for disruption!",
          "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 19:47:31.183+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "8749ca8b-ba56-43e1-9d12-2dde7dfab025",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.4,
            "x": 0.05,
            "y": 0.6
          },
          "kind": "source-note",
          "text": "Source: 202202 thi truong kho lanh viet nam cap nhat thang 220222.pdf, 112421_Logistic report 2021_Final",
          "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 19:47:31.183+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "e3f89818-8113-4cdb-a86b-5f7d5d93b1ec",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.3,
            "w": 0.4,
            "x": 0.55,
            "y": 0.25
          },
          "kind": "table",
          "text": "Average cost per truck – by type",
          "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 19:47:31.183+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "367d3b7e-54ff-4861-bc61-c9170fe699a2",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.1,
            "w": 0.9,
            "x": 0.05,
            "y": 0.05
          },
          "kind": "title",
          "text": "This highly fragmented market with high barriers to entry presents attractive investment opportunities to acquire a leading 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 19:47:31.183+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "4ad11e73-8c6f-4a04-b0b5-f1e3bcd466e4",
          "parentComponentId": null
        }
      ],
      "metrics": [
        {
          "metricRaw": "Cost premium",
          "numberRaw": "36%",
          "numberKind": "percent",
          "actionTitle": "This highly fragmented market with high barriers to entry presents attractive investment opportunities to acquire a leading market share",
          "calloutText": "The average cost per refrigerated truck runs 23%-46% higher than normal trucks, which represents an additional barrier for smaller SMEs to enter the cold-chain logistics sub-segment.",
          "numberScale": null,
          "numberValue": 36,
          "metricFamily": "cost_savings",
          "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-10d4-718b-9f60-da944f0a19c0",
          "evidence": "Title: 'highly fragmented...attractive investment opportunities to acquire a leading market 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": 92,
          "extraction": {
            "at": "2026-04-29 13:07:31.797377+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": "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-10d4-718b-9f60-e035101928d6",
          "evidence": "% labels on pies; %-difference column quantifying gap",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 80,
          "extraction": {
            "at": "2026-04-29 13:07:31.797377+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 16,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "Market Segmentation Pyramid",
            "slug": "market-segmentation-pyramid",
            "status": "active",
            "bestFor": null,
            "canonId": "1c9f3543-c96f-4a5b-b4a4-9b2a412c0aaf",
            "version": 1,
            "bodyDocId": null,
            "description": null,
            "familyLabel": null,
            "categoryName": null,
            "categorySlug": null
          },
          "agent": null,
          "layer": "slide",
          "agents": null,
          "matchId": "b694ef4b-b2ac-4c2f-adae-e2ff1e285ae3",
          "evidence": "The average cost per refrigerated truck runs 23%-46% higher than normal trucks, which represents an additional barrier for smaller SMEs to enter the cold-chain logistics sub-segment.",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 21:03:30.818489+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 16,
          "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-10d4-718b-9f60-dd3568005ba2",
          "evidence": "Three parallel panels: weight pies, refrigerated share pie, cost table",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 85,
          "extraction": {
            "at": "2026-04-29 13:07:31.797377+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 16,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        },
        {
          "tool": {
            "name": "So What? Test",
            "slug": "so-what-test",
            "status": "active",
            "bestFor": "On every slide carrying a chart, number, list, or finding intended to inform a decision; whenever a draft title is descriptive rather than directive; whenever the deck will circulate without its author.",
            "canonId": "019dd956-acd2-76f8-b59a-9bf15a89f10a",
            "version": 1,
            "bodyDocId": "fec04b06-b2f1-432b-a97b-916dc7563f64",
            "description": "The recursive editorial discipline of asking so-what of every slide, chart, and statement until the answer is an implication for the audience — that final answer becomes the slide's title; the chain becomes its body.",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Architect",
          "layer": "slide",
          "agents": [
            "Architect"
          ],
          "matchId": "019dd95a-10d4-718b-9f60-e6a22e91fc5a",
          "evidence": "Callout: '23-46% higher cost...additional barrier for SMEs'",
          "pageRefs": null,
          "priority": "Core",
          "whenToUse": "On every slide carrying a chart, number, list, or finding intended to inform a decision; whenever a draft title is descriptive rather than directive; whenever the deck will circulate without its author.",
          "confidence": 82,
          "extraction": {
            "at": "2026-04-29 13:07:31.797377+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 16,
          "whyItWorks": "Solves the two failure modes of analytical communication at once: stopping at description (analyst-confidence problem) and leaving insight stranded in the analyst's head (translation problem). The recursion is what guarantees the implication makes it into ink.",
          "antipattern": "Stopping at the first tighter description (still a fact, not an implication), regressing past the audience's decision space into philosophy, smuggling the so-what into speaker notes, or re-using an implication aimed at a previous audience.",
          "cardinality": null,
          "narrativePurpose": "Forces every analytical artefact to close the gap between fact and decision, so the reader holds the recommendation by reading titles alone rather than reconstructing the analyst's mental model from raw evidence."
        }
      ],
      "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": 12,
          "name": "Evidence & Proof",
          "beatId": "019dd95a-0682-776c-8e37-8f8d109a069f",
          "matchId": "019dd95a-0542-7728-a78f-a251f0a72b50",
          "beatType": {
            "name": "Evidence & Proof",
            "slug": "consultants-gambit-evidence-proof",
            "status": "active",
            "canonId": "019dd9b8-07b1-7688-8e1e-7637fec3802a",
            "version": 1,
            "description": null
          },
          "evidence": "Cold-chain section: drivers, sizing, fragmentation, barriers prove the thesis",
          "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": 92
        },
        {
          "to": 19,
          "arc": {
            "name": "The Triple Take",
            "slug": "triple-take",
            "status": "active",
            "bestFor": "Data-driven presentations, research findings",
            "canonId": "019dd956-6221-73ad-bc12-378f8eb1f018",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "The Facts (What) -> The Implications (So What) -> The Action (Now What)",
            "description": null,
            "familyLabel": null
          },
          "from": 13,
          "name": "The Action (Now What)",
          "beatId": "019dd95a-0682-776c-8e37-9e0c8b9eb3b7",
          "matchId": "019dd95a-0542-7728-a78f-a55c48ff1682",
          "beatType": {
            "name": "The Action (Now What)",
            "slug": "triple-take-the-action-now-what",
            "status": "active",
            "canonId": "019dd9b8-0a5e-735a-bf53-3a1ba629b7aa",
            "version": 1,
            "description": null
          },
          "evidence": "Cold-chain is where to act; contacts to engage",
          "position": 3,
          "isPrimaryArc": false,
          "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": 65
        }
      ],
      "loops": [
        {
          "to": 16,
          "from": 13,
          "loop": {
            "name": "06_zoom_in",
            "slug": "06-zoom-in",
            "status": "active",
            "bestFor": "Technical deep-dives, case studies, detailed analysis",
            "canonId": "019dd956-6846-74db-82be-dff5b058b072",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Big Picture -> Key Area of Focus -> Specific Detail -> Implication",
            "description": "Start broad, then progressively focus on specific details that prove your point",
            "familyLabel": null
          },
          "matchId": "019dd95a-07fe-70ce-8d3f-f0ab6251373e",
          "evidence": "Drivers (p13) -> sizing (p14) -> fragmentation (p15) -> investment thesis (p16)",
          "position": 4,
          "objective": "Zoom into cold-chain sub-segment as the most attractive opportunity",
          "confidence": 82,
          "extraction": {
            "at": "2026-04-29 13:07:29.547081+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          }
        }
      ],
      "locked": true
    },
    {
      "page": 17,
      "type": "appendix",
      "function": "front_matter",
      "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": "front_matter",
        "functionCanon": {
          "name": "Front matter",
          "slug": "front_matter",
          "status": "active",
          "canonId": "019de52d-133d-73f0-9e26-201eda96b098",
          "version": 1,
          "description": null
        },
        "density": "sparse",
        "densityScore": 2,
        "componentCount": 2,
        "textChars": 24,
        "nDataPoints": 0,
        "notes": null,
        "elementsJson": [
          "headline_text"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:47:31.54+00",
          "seconds": 3.963,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-027f9ecf8a5e/17",
        "deck": "/decks/019dd923-5ca1-7489-b634-027f9ecf8a5e",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-027f9ecf8a5e#slide-17",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-027f9ecf8a5e.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.04,
            "w": 0.2,
            "x": 0.76,
            "y": 0.94
          },
          "kind": "image",
          "text": "Alvarez & Marsal",
          "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 19:47:31.54+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "866b0c62-4bfe-4170-a031-25258c4733de",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.15,
            "x": 0.05,
            "y": 0.38
          },
          "kind": "title",
          "text": "Contacts",
          "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 19:47:31.54+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "d093d833-9b97-459a-bb05-705cef1fc78e",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 19,
          "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": 17,
          "name": "Impact & Next Steps",
          "beatId": "019dd95a-0682-776c-8e37-90b414d26762",
          "matchId": "019dd95a-0542-7728-a78f-a251f0a72b50",
          "beatType": {
            "name": "Impact & Next Steps",
            "slug": "consultants-gambit-impact-next-steps",
            "status": "active",
            "canonId": "019dd9b8-0849-7728-9ee9-fd1609c4c655",
            "version": 1,
            "description": null
          },
          "evidence": "Contacts and ASEAN specialist team bios as the call to action",
          "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": 92
        },
        {
          "to": 19,
          "arc": {
            "name": "The Triple Take",
            "slug": "triple-take",
            "status": "active",
            "bestFor": "Data-driven presentations, research findings",
            "canonId": "019dd956-6221-73ad-bc12-378f8eb1f018",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "The Facts (What) -> The Implications (So What) -> The Action (Now What)",
            "description": null,
            "familyLabel": null
          },
          "from": 13,
          "name": "The Action (Now What)",
          "beatId": "019dd95a-0682-776c-8e37-9e0c8b9eb3b7",
          "matchId": "019dd95a-0542-7728-a78f-a55c48ff1682",
          "beatType": {
            "name": "The Action (Now What)",
            "slug": "triple-take-the-action-now-what",
            "status": "active",
            "canonId": "019dd9b8-0a5e-735a-bf53-3a1ba629b7aa",
            "version": 1,
            "description": null
          },
          "evidence": "Cold-chain is where to act; contacts to engage",
          "position": 3,
          "isPrimaryArc": false,
          "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": 65
        }
      ],
      "loops": [],
      "locked": true
    },
    {
      "page": 18,
      "type": "setup",
      "function": "other",
      "rawType": "team_bio",
      "block": null,
      "metadata": {
        "slideType": "team_bio",
        "slideTypeCanon": {
          "name": "Team bio",
          "slug": "team_bio",
          "status": "active",
          "canonId": "019de52d-0a7d-7394-ae5b-037478e71f1e",
          "version": 1,
          "description": null
        },
        "function": "other",
        "functionCanon": {
          "name": "Other (fallback)",
          "slug": "other",
          "status": "active",
          "canonId": "019de52d-15e1-75bc-99dc-07732380e2ce",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 60,
        "componentCount": 8,
        "textChars": 502,
        "nDataPoints": 0,
        "notes": null,
        "elementsJson": [
          "headline_text",
          "headshot",
          "paragraph"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:47:30.52+00",
          "seconds": 2.936,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-027f9ecf8a5e/18",
        "deck": "/decks/019dd923-5ca1-7489-b634-027f9ecf8a5e",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-027f9ecf8a5e#slide-18",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-027f9ecf8a5e.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.23,
            "w": 0.16,
            "x": 0.05,
            "y": 0.21
          },
          "kind": "image",
          "text": "Richard Chen",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Headshot",
              "slug": "headshot",
              "status": "active",
              "canonId": "019de52c-fd5f-765c-9282-38b54f61bbbf",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headshot",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:47:30.52+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "a59c32c3-37ab-4b46-919a-af137dc3bb9b",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.23,
            "w": 0.16,
            "x": 0.05,
            "y": 0.75
          },
          "kind": "image",
          "text": "Joseph Thia",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Headshot",
              "slug": "headshot",
              "status": "active",
              "canonId": "019de52c-fd5f-765c-9282-38b54f61bbbf",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headshot",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:47:30.52+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "bae06aa0-2409-4549-9d24-34c8847c37ed",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.23,
            "w": 0.16,
            "x": 0.05,
            "y": 0.48
          },
          "kind": "image",
          "text": "Dawn Duong",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Headshot",
              "slug": "headshot",
              "status": "active",
              "canonId": "019de52c-fd5f-765c-9282-38b54f61bbbf",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headshot",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:47:30.52+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "db7a2838-abf2-404f-94bc-944598bd60f3",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.04,
            "w": 0.18,
            "x": 0.77,
            "y": 0.94
          },
          "kind": "image",
          "text": "Alvarez & Marsal",
          "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 19:47:30.52+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "87f73e73-dceb-4f72-97e4-809e4c15580a",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.72,
            "x": 0.23,
            "y": 0.21
          },
          "kind": "paragraph",
          "text": "Richard Chen, Managing Director | Global Transaction Advisory Group. Mr. Chen has 20+ years of transaction and audit experience...",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:47:30.52+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "28fb293d-12d4-49b7-986c-1647fbc37e01",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.72,
            "x": 0.23,
            "y": 0.75
          },
          "kind": "paragraph",
          "text": "Joseph Thia, Director | Global Transaction Advisory Group. Mr. Thia is a Director with Alvarez & Marsal's Transaction Advisory Group in Singapore...",
          "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 19:47:30.52+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "c6d272ab-6279-4845-bd50-d9534fc50f18",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.72,
            "x": 0.23,
            "y": 0.48
          },
          "kind": "paragraph",
          "text": "Dawn Duong, Senior Director | Global Transaction Advisory Group. Ms. Duong brings in 15 years of experience in ASEAN M&A...",
          "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 19:47:30.52+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "ca1e57d3-1847-48b9-b1c2-0c188115b9ba",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.04,
            "w": 0.65,
            "x": 0.05,
            "y": 0.08
          },
          "kind": "title",
          "text": "Reach out to our ASEAN specialists for more insights",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:47:30.52+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "71046558-6a00-4549-8f08-46a12ab4d80c",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 19,
          "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": 17,
          "name": "Impact & Next Steps",
          "beatId": "019dd95a-0682-776c-8e37-90b414d26762",
          "matchId": "019dd95a-0542-7728-a78f-a251f0a72b50",
          "beatType": {
            "name": "Impact & Next Steps",
            "slug": "consultants-gambit-impact-next-steps",
            "status": "active",
            "canonId": "019dd9b8-0849-7728-9ee9-fd1609c4c655",
            "version": 1,
            "description": null
          },
          "evidence": "Contacts and ASEAN specialist team bios as the call to action",
          "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": 92
        },
        {
          "to": 19,
          "arc": {
            "name": "The Triple Take",
            "slug": "triple-take",
            "status": "active",
            "bestFor": "Data-driven presentations, research findings",
            "canonId": "019dd956-6221-73ad-bc12-378f8eb1f018",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "The Facts (What) -> The Implications (So What) -> The Action (Now What)",
            "description": null,
            "familyLabel": null
          },
          "from": 13,
          "name": "The Action (Now What)",
          "beatId": "019dd95a-0682-776c-8e37-9e0c8b9eb3b7",
          "matchId": "019dd95a-0542-7728-a78f-a55c48ff1682",
          "beatType": {
            "name": "The Action (Now What)",
            "slug": "triple-take-the-action-now-what",
            "status": "active",
            "canonId": "019dd9b8-0a5e-735a-bf53-3a1ba629b7aa",
            "version": 1,
            "description": null
          },
          "evidence": "Cold-chain is where to act; contacts to engage",
          "position": 3,
          "isPrimaryArc": false,
          "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": 65
        }
      ],
      "loops": [],
      "locked": true
    },
    {
      "page": 19,
      "type": "setup",
      "function": "other",
      "rawType": "team_bio",
      "block": null,
      "metadata": {
        "slideType": "team_bio",
        "slideTypeCanon": {
          "name": "Team bio",
          "slug": "team_bio",
          "status": "active",
          "canonId": "019de52d-0a7d-7394-ae5b-037478e71f1e",
          "version": 1,
          "description": null
        },
        "function": "other",
        "functionCanon": {
          "name": "Other (fallback)",
          "slug": "other",
          "status": "active",
          "canonId": "019de52d-15e1-75bc-99dc-07732380e2ce",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 68,
        "componentCount": 8,
        "textChars": 790,
        "nDataPoints": 0,
        "notes": null,
        "elementsJson": [
          "headline_text",
          "headshot",
          "paragraph"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:47:31.029+00",
          "seconds": 3.337,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-027f9ecf8a5e/19",
        "deck": "/decks/019dd923-5ca1-7489-b634-027f9ecf8a5e",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-027f9ecf8a5e#slide-19",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-027f9ecf8a5e.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.2,
            "w": 0.12,
            "x": 0.05,
            "y": 0.71
          },
          "kind": "image",
          "text": "Sue-Anne Woo",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Headshot",
              "slug": "headshot",
              "status": "active",
              "canonId": "019de52c-fd5f-765c-9282-38b54f61bbbf",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headshot",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:47:31.029+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "8b3d9c52-f10e-46c4-8c9a-68ef86d53a7d",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.2,
            "w": 0.12,
            "x": 0.05,
            "y": 0.46
          },
          "kind": "image",
          "text": "Yvette Chan",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Headshot",
              "slug": "headshot",
              "status": "active",
              "canonId": "019de52c-fd5f-765c-9282-38b54f61bbbf",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headshot",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:47:31.029+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "b85539c6-1ecd-4d60-9789-8c7a9678ea58",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.2,
            "w": 0.12,
            "x": 0.05,
            "y": 0.21
          },
          "kind": "image",
          "text": "Xuong Liu",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Headshot",
              "slug": "headshot",
              "status": "active",
              "canonId": "019de52c-fd5f-765c-9282-38b54f61bbbf",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headshot",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:47:31.029+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "cf200e8c-9853-48e5-8cab-4e6a0e02ef66",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.2,
            "x": 0.75,
            "y": 0.93
          },
          "kind": "image",
          "text": "Alvarez & Marsal",
          "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 19:47:31.029+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "a4c85b31-a88c-4a75-93aa-3219ae8900bf",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.2,
            "w": 0.75,
            "x": 0.18,
            "y": 0.71
          },
          "kind": "paragraph",
          "text": "Sue-Anne Woo, Senior Director | Global Transaction Advisory Group. Based in Singapore with 16+ years of experience in corporate tax advisory, specializing in Malaysia and Singapore taxation, holding structures, and tax incentives.",
          "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 19:47:31.029+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "672a2e59-e0f8-4ece-aed0-0b2b86384b4b",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.2,
            "w": 0.75,
            "x": 0.18,
            "y": 0.46
          },
          "kind": "paragraph",
          "text": "Yvette Chan, Managing Director | Global Transaction Advisory Group. Leads Asia M&A Tax Advisory Practice with 15+ years of experience in China and Hong Kong taxation, advising on regulatory and tax issues for inbound/outbound investments.",
          "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 19:47:31.029+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "eb12229e-56c8-4242-a8f2-eeef06b55cde",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.2,
            "w": 0.75,
            "x": 0.18,
            "y": 0.21
          },
          "kind": "paragraph",
          "text": "Xuong Liu, Managing Director | Global Transaction Advisory Group. Mr. Liu specializes in private equity transactions, financial due diligence, and technical accounting for multinational companies in China and Asia Pacific.",
          "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 19:47:31.029+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "ffbff544-5095-4af9-ab10-12bef5a8b35c",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.7,
            "x": 0.05,
            "y": 0.08
          },
          "kind": "title",
          "text": "Reach out to our ASEAN specialists for more insights",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:47:31.029+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "48358f07-4887-44b9-9fb2-d15fec82876e",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 19,
          "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": 17,
          "name": "Impact & Next Steps",
          "beatId": "019dd95a-0682-776c-8e37-90b414d26762",
          "matchId": "019dd95a-0542-7728-a78f-a251f0a72b50",
          "beatType": {
            "name": "Impact & Next Steps",
            "slug": "consultants-gambit-impact-next-steps",
            "status": "active",
            "canonId": "019dd9b8-0849-7728-9ee9-fd1609c4c655",
            "version": 1,
            "description": null
          },
          "evidence": "Contacts and ASEAN specialist team bios as the call to action",
          "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": 92
        },
        {
          "to": 19,
          "arc": {
            "name": "The Triple Take",
            "slug": "triple-take",
            "status": "active",
            "bestFor": "Data-driven presentations, research findings",
            "canonId": "019dd956-6221-73ad-bc12-378f8eb1f018",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "The Facts (What) -> The Implications (So What) -> The Action (Now What)",
            "description": null,
            "familyLabel": null
          },
          "from": 13,
          "name": "The Action (Now What)",
          "beatId": "019dd95a-0682-776c-8e37-9e0c8b9eb3b7",
          "matchId": "019dd95a-0542-7728-a78f-a55c48ff1682",
          "beatType": {
            "name": "The Action (Now What)",
            "slug": "triple-take-the-action-now-what",
            "status": "active",
            "canonId": "019dd9b8-0a5e-735a-bf53-3a1ba629b7aa",
            "version": 1,
            "description": null
          },
          "evidence": "Cold-chain is where to act; contacts to engage",
          "position": 3,
          "isPrimaryArc": false,
          "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": 65
        }
      ],
      "loops": [],
      "locked": true
    },
    {
      "page": 20,
      "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": "sparse",
        "densityScore": 7,
        "componentCount": 2,
        "textChars": 160,
        "nDataPoints": 0,
        "notes": null,
        "elementsJson": [
          "paragraph",
          "logo_grid"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 19:47:29.711+00",
          "seconds": 1.902,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5ca1-7489-b634-027f9ecf8a5e/20",
        "deck": "/decks/019dd923-5ca1-7489-b634-027f9ecf8a5e",
        "deckAnchor": "/decks/019dd923-5ca1-7489-b634-027f9ecf8a5e#slide-20",
        "deckJson": "/decks/019dd923-5ca1-7489-b634-027f9ecf8a5e.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.085,
            "w": 0.375,
            "x": 0.048,
            "y": 0.824
          },
          "kind": "disclaimer",
          "text": "Alvarez & Marsal Holdings, LLC. All rights reserved. ALVAREZ & MARSAL®, A&M® and A&M® are trademarks of Alvarez & Marsal Holdings, LLC. © Copyright 2022",
          "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 19:47:29.711+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "fda411c6-88fb-44b2-aee8-ca6d19c41d97",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.235,
            "w": 0.175,
            "x": 0.777,
            "y": 0.714
          },
          "kind": "image",
          "text": "A&M Logo",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Logo",
              "slug": "logo",
              "status": "active",
              "canonId": "019de52c-fdaf-743d-94c4-d7c6a0e55302",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "logo",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 19:47:29.711+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "af474b68-cdd7-4013-b76c-b0845cc07b85",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [],
      "loops": [],
      "locked": true
    }
  ],
  "arcBeats": [
    {
      "from": 2,
      "to": 5,
      "label": "Situation & Context",
      "description": "Exec summary frames market; p4-5 describe ecosystem and infrastructure"
    },
    {
      "from": 6,
      "to": 8,
      "label": "Problem & Complication",
      "description": "Fragmentation evidence: ports concentrated, mid-mile hyperlocal, micro-SMEs"
    },
    {
      "from": 9,
      "to": 11,
      "label": "Solution & Approach",
      "description": "Window of opportunity (p9) + Cainiao playbook as the model (p10-11)"
    },
    {
      "from": 12,
      "to": 16,
      "label": "Evidence & Proof",
      "description": "Cold-chain section: drivers, sizing, fragmentation, barriers prove the thesis"
    },
    {
      "from": 17,
      "to": 19,
      "label": "Impact & Next Steps",
      "description": "Contacts and ASEAN specialist team bios as the call to action"
    }
  ],
  "loops": [
    {
      "from": 4,
      "to": 5,
      "label": "Zoom In",
      "description": "Zoom from Vietnam's logistics ecosystem map down to infrastructure-supply problem"
    },
    {
      "from": 6,
      "to": 8,
      "label": "Pattern Hunter",
      "description": "Stack three pieces of evidence to land 'fragmented, no clear winners'"
    },
    {
      "from": 9,
      "to": 11,
      "label": "Precedent",
      "description": "Use Cainiao/China as precedent for the recommended Vietnam play"
    },
    {
      "from": 13,
      "to": 16,
      "label": "Zoom In",
      "description": "Zoom into cold-chain sub-segment as the most attractive opportunity"
    }
  ]
}