{
  "schemaVersion": "deck-intelligence.v1",
  "id": "019dd923-5de0-76bd-a164-bf4795f7b406",
  "slug": "0c3110416fcce087",
  "title": "2019 APAC Hospital Priority Study Overview",
  "subtitle": "L.E.K. Consulting",
  "author": "L.E.K. Consulting",
  "pageCount": 11,
  "kind": "consulting-deck",
  "orientation": "landscape",
  "aspectRatio": 1.445,
  "document": {
    "id": "019dd923-5de0-76bd-a164-bf4795f7b406",
    "slug": "0c3110416fcce087",
    "title": "2019 APAC Hospital Priority Study Overview",
    "rawTitle": "2019 APAC Hospital Priority Study Overview",
    "authorId": "misc",
    "authorName": "L.E.K. Consulting",
    "authorDisplay": "L.E.K. Consulting",
    "kind": {
      "slug": "consulting-deck",
      "label": "Consulting deck"
    },
    "sourceType": {
      "slug": "strategy_consulting",
      "label": "Strategy consulting"
    },
    "fileName": "2019-APAC-Hospital-Priority-Study-Overview.pdf",
    "sourceUrl": "https://apacmed.org/content/uploads/2020/03/2019-APAC-Hospital-Priority-Study-Overview-abridged.pdf",
    "sourceDate": "2020-03-15 00:00:00",
    "presentationDate": null,
    "ingestedAt": "2026-04-23 20:51:46+00",
    "status": "ready",
    "pageCount": 11,
    "orientation": "landscape",
    "aspectRatio": 1.445,
    "targetCompany": null,
    "targetTicker": null,
    "metadata": {
      "local_root": "/tmp/legacy-images/0c3110416fcce087",
      "origin_corpus": "consulting"
    }
  },
  "coverage": {
    "pageCount": 11,
    "pagesIndexed": 11,
    "pagesWithImages": 11,
    "pagesWithMetadata": 11,
    "imageCoveragePct": 100,
    "metadataCoveragePct": 100,
    "componentCount": 60,
    "chartCount": 5,
    "metricSlides": 0,
    "toolMatches": 5,
    "documentToolMatches": 0,
    "frameworkMatches": 2,
    "arcMatches": 1,
    "beatMatches": 3,
    "loopMatches": 2,
    "patternMatches": 0,
    "storymakersMatch": false,
    "scoreAvailable": true,
    "reviewAvailable": true,
    "activistThesisAvailable": false,
    "pitchdeckMetadataAvailable": false,
    "pitchdeckProfileAvailable": false
  },
  "blocks": [],
  "matches": {
    "arcs": [
      {
        "arc": {
          "name": "The Consultant's Gambit",
          "slug": "consultants-gambit",
          "status": "active",
          "bestFor": "Business cases, project proposals, strategic recommendations",
          "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c",
          "version": 1,
          "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
          "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps",
          "description": null,
          "familyLabel": null,
          "categoryName": "Strategy & Business",
          "categorySlug": "strategy-business"
        },
        "matchId": "1d88fba1-e46d-4db8-936f-09f4000fabbf",
        "evidence": "The deck follows a logical structure, starting with an introduction and context, then providing evidence and proof, and finally discussing impact and next steps.",
        "isPrimary": true,
        "confidence": 0.8,
        "extraction": {
          "at": "2026-07-16 21:10:30.037616+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": "doc-narrative-v1"
        }
      }
    ],
    "beats": [
      {
        "to": 4,
        "arc": {
          "name": "The Consultant's Gambit",
          "slug": "consultants-gambit",
          "status": "active",
          "bestFor": "Business cases, project proposals, strategic recommendations",
          "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c",
          "version": 1,
          "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
          "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps",
          "description": null,
          "familyLabel": null,
          "categoryName": "Strategy & Business",
          "categorySlug": "strategy-business"
        },
        "from": 3,
        "name": "Situation & Context",
        "beatId": "c5ad7dc0-30be-4e28-8126-fc8156fde4cc",
        "matchId": "1d88fba1-e46d-4db8-936f-09f4000fabbf",
        "beatType": {
          "name": "Situation & Context",
          "slug": "consultants-gambit-situation-context",
          "status": "active",
          "canonId": "019dd9b8-05ae-741b-992d-65ee83c639b3",
          "version": 1,
          "description": null
        },
        "evidence": "The introduction and context for the 2019 APAC Hospital Priority Study are provided on pages 3-4.",
        "position": 0,
        "isPrimaryArc": true,
        "parentBeatType": {
          "name": "Setup",
          "slug": "setup",
          "status": "active",
          "canonId": "019dd9b8-020e-7505-af9b-d9b9a4679bcc",
          "version": 1,
          "description": "Where the deck grounds the reader before doing anything else. Almost every arc opens here."
        },
        "alignedBlockIds": null,
        "matchConfidence": 0.8
      },
      {
        "to": 7,
        "arc": {
          "name": "The Consultant's Gambit",
          "slug": "consultants-gambit",
          "status": "active",
          "bestFor": "Business cases, project proposals, strategic recommendations",
          "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c",
          "version": 1,
          "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
          "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps",
          "description": null,
          "familyLabel": null,
          "categoryName": "Strategy & Business",
          "categorySlug": "strategy-business"
        },
        "from": 5,
        "name": "Evidence & Proof",
        "beatId": "c3e62e4d-76a3-4d4b-b7b7-6dc1282c9bfa",
        "matchId": "1d88fba1-e46d-4db8-936f-09f4000fabbf",
        "beatType": {
          "name": "Evidence & Proof",
          "slug": "consultants-gambit-evidence-proof",
          "status": "active",
          "canonId": "019dd9b8-07b1-7688-8e1e-7637fec3802a",
          "version": 1,
          "description": null
        },
        "evidence": "The evidence and proof, including industry trends and data tables, are presented on pages 5-7.",
        "position": 1,
        "isPrimaryArc": true,
        "parentBeatType": {
          "name": "Evidence",
          "slug": "evidence",
          "status": "active",
          "canonId": "019dd9b8-03f9-772a-b84a-4f07b415b77a",
          "version": 1,
          "description": "A dedicated proof beat exists in only ~4 arcs (Gambit, Sequoia, AIDA, Monroes). Other arcs embed evidence inline within development."
        },
        "alignedBlockIds": null,
        "matchConfidence": 0.8
      },
      {
        "to": 10,
        "arc": {
          "name": "The Consultant's Gambit",
          "slug": "consultants-gambit",
          "status": "active",
          "bestFor": "Business cases, project proposals, strategic recommendations",
          "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c",
          "version": 1,
          "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
          "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps",
          "description": null,
          "familyLabel": null,
          "categoryName": "Strategy & Business",
          "categorySlug": "strategy-business"
        },
        "from": 8,
        "name": "Impact & Next Steps",
        "beatId": "d0677adf-2e80-412b-90cf-b2d08b438078",
        "matchId": "1d88fba1-e46d-4db8-936f-09f4000fabbf",
        "beatType": {
          "name": "Impact & Next Steps",
          "slug": "consultants-gambit-impact-next-steps",
          "status": "active",
          "canonId": "019dd9b8-0849-7728-9ee9-fd1609c4c655",
          "version": 1,
          "description": null
        },
        "evidence": "The impact and next steps, including competitive analysis and key messages, are discussed on pages 8-10.",
        "position": 2,
        "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": 0.8
      }
    ],
    "loops": [
      {
        "to": 7,
        "from": 5,
        "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": "6b7864fa-c5e2-437a-967a-f9f69b64b6f0",
        "evidence": "The loop is used to zoom in on specific themes, such as procurement and hospital management influence.",
        "position": 0,
        "objective": "What are the key themes emerging from hospital strategic priorities?",
        "confidence": 0.7,
        "extraction": {
          "at": "2026-07-16 21:10:30.172693+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": "doc-narrative-v1"
        }
      },
      {
        "to": 9,
        "from": 6,
        "loop": {
          "name": "11_golden_circle",
          "slug": "11-golden-circle",
          "status": "active",
          "bestFor": "Visionary leadership, brand positioning, mission statements",
          "canonId": "019dd956-6a50-7202-882d-505fcb9922ed",
          "version": 1,
          "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
          "structure": "The Why (Belief) -> The How (Process) -> The What (Result)",
          "description": "Invert the typical pitch by starting with why you exist, rather than what you do",
          "familyLabel": null,
          "categoryName": "Vision",
          "categorySlug": "vision"
        },
        "matchId": "1a1460c3-15e7-43a1-9d02-23eeb2ae02d1",
        "evidence": "The loop is used to provide a golden circle perspective on hospital priorities, including why, how, and what.",
        "position": 1,
        "objective": "Why are hospitals in developed APAC countries prioritizing operational efficiency?",
        "confidence": 0.6,
        "extraction": {
          "at": "2026-07-16 21:10:30.206643+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": "doc-narrative-v1"
        }
      }
    ],
    "tools": [
      {
        "tool": {
          "name": "Slide recipe: Cover",
          "slug": "cover-slide",
          "status": "active",
          "bestFor": null,
          "canonId": "019df269-2a08-767d-9128-e7431e6fe8a3",
          "version": 1,
          "bodyDocId": "019df269-29e5-7738-b5fa-6892e5dc8e65",
          "description": "The first ten seconds. Build it deliberately.",
          "familyLabel": "slide-recipe",
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "designer",
        "layer": "slide",
        "agents": [
          "designer"
        ],
        "matchId": "bf935301-4611-4e25-9ffa-8fe6d680c205",
        "evidence": "2019 APAC Hospital Priority Study Overview",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-07-16 21:24:22.198606+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": "Data-Ink Ratio",
          "slug": "data-ink-ratio",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-afc8-70da-b378-92834d36fde6",
          "version": 1,
          "bodyDocId": null,
          "description": "Maximize data, minimize non-data ink - remove chartjunk and decoration",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Designer",
        "layer": "slide",
        "agents": [
          "Designer"
        ],
        "matchId": "2a004d8f-21a3-4f8f-a52a-ed3064ef331f",
        "evidence": "Stacked bar charts showing respondent distribution by Country, Type of hospital, Hospital size, and Respondent mix.",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": null,
        "confidence": 0.7,
        "extraction": {
          "at": "2026-07-16 21:24:34.813813+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": "AIDA Model",
          "slug": "aida-model",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-86fc-773c-813f-d416714b8413",
          "version": 1,
          "bodyDocId": null,
          "description": "Attention, Interest, Desire, Action - classic persuasion sequence",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Storyteller",
        "layer": "slide",
        "agents": [
          "Storyteller"
        ],
        "matchId": "faf0e460-8270-4a0a-9898-2db6cb1aeb48",
        "evidence": "Overall, the outlook for medical devices is positive across APAC as hospitals are expecting to increase spending on devices / equipment, except Japan",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.6,
        "extraction": {
          "at": "2026-07-16 21:24:34.881498+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 5,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "List presentation",
          "slug": "list-presentation",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1",
          "version": 1,
          "bodyDocId": null,
          "description": "Bulleted, numbered, or checklist enumerations.",
          "familyLabel": null,
          "categoryName": null,
          "categorySlug": null
        },
        "agent": null,
        "layer": "slide",
        "agents": null,
        "matchId": "0da3860e-87a1-44d5-9fd2-ad638df6e7e3",
        "evidence": "The following three themes have emerged based on hospital strategic priorities – see example findings in the next few pages",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.8,
        "extraction": {
          "at": "2026-07-16 21:24:34.941394+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 6,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": "common",
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Comparison frame",
          "slug": "comparison-frame",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd9e1-484b-7399-a4fc-d14644b99f93",
          "version": 1,
          "bodyDocId": null,
          "description": "Two or more states/subjects placed side by side to expose a gap.",
          "familyLabel": null,
          "categoryName": null,
          "categorySlug": null
        },
        "agent": null,
        "layer": "slide",
        "agents": null,
        "matchId": "680b01e2-400d-4a9e-a9b7-e215ec277c5e",
        "evidence": "Hospitals in the developed APAC countries are looking for solutions to improve operational efficiency, while developing countries are prioritizing new innovation",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.7,
        "extraction": {
          "at": "2026-07-16 21:24:35.033597+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 8,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": "common",
        "narrativePurpose": null
      }
    ],
    "frameworks": [
      {
        "matchId": "9402a3d0-de4c-483e-bf27-2495d889d698",
        "evidence": "The slide uses a flow from facts to insights to explain the study's purpose.",
        "framework": null,
        "confidence": 0.8,
        "extraction": {
          "at": "2026-05-02 18:59:13.233+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 3,
        "frameworkName": "logical-chain"
      },
      {
        "matchId": "5301b193-77b4-49f0-994f-99e36690d126",
        "evidence": "The slide explicitly compares two segments (Developed vs Developing) across a shared set of criteria.",
        "framework": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-05-02 18:59:10.104+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 8,
        "frameworkName": "comparison-frame"
      }
    ],
    "patterns": []
  },
  "storymakers": null,
  "score": {
    "backend": "claude",
    "scoredAt": "2026-05-02 10:20:09.251+00",
    "subScores": {
      "scqa_arc": 50,
      "action_titles": 78,
      "mece_structure": 68,
      "closing_strength": 25,
      "evidence_quality": 82,
      "clarity_of_thesis": 58,
      "production_quality": 62,
      "visual_storytelling": 60
    },
    "totalScore": 62,
    "coveragePct": 100,
    "explanations": {
      "scqa_arc": "Situation is established (slides 3-5) but there is no explicit complication or driving question; the deck jumps straight to thematic findings (slides 6-9) in analytical-dump fashion.",
      "action_titles": "Strong insight-bearing titles on content slides 4-9 (e.g., slide 5: 'Overall, the outlook for medical devices is positive across APAC... except Japan'), but slide 10 reverts to a topic question and slides 1/3/11 are labels.",
      "mece_structure": "Slide 6 sets up three themes (operational, collaborative, access) and slides 7-9 broadly map to them, but slide 10's MedTech competitive ranking sits outside that framework and weakens collective exhaustiveness.",
      "closing_strength": "Slide 11 is contact details only; there is no recommendation, implication for MedTech suppliers, or next-step CTA after slide 10's competitive ranking.",
      "evidence_quality": "Claims are consistently backed by survey data with explicit sample sizes (N=368, N=137 vs N=231), country breakdowns, footnotes, and historical-vs-projected comparisons across nearly every content slide.",
      "clarity_of_thesis": "No single declarative thesis in slides 1-5; the deck is framed as a research overview, with the organizing 'three themes' argument arriving late on slide 6 rather than upfront.",
      "production_quality": "Good action-title density and footnote discipline, and the three-theme framework from slide 6 is mostly honored, but three of seven content slides are overcrowded which undermines polish.",
      "visual_storytelling": "Chart choices fit messages (stacked bars for sample mix on slide 4, comparison table on slide 8), but slides 5, 7, and 9 are flagged 'overcrowded' (12-16 data points) and the slide 7 bubble/dot-plot hybrid obscures the stakeholder-influence point."
    },
    "slidesAnalyzed": 11
  },
  "review": {
    "backend": null,
    "verdict": "A competent analytical-overview deck with strong action titles in the body but a weak opening and a missing resolution — useful as a teaching example for headline writing on data slides, not as a Storymakers exemplar of full narrative arc.",
    "reviewedAt": "2026-04-25 10:22:54+00",
    "slidesSeen": 11,
    "suggestions": [
      "Add an executive-summary slide at p.3 stating the 1-2 headline findings and 'so what' for MedTech companies before any methodology",
      "Convert p.10's question into a declarative finding ('Company X leads on perceived solution quality, driven by Y') and add a dedicated implications/next-steps slide before contact details",
      "Insert lightweight section dividers for the three themes promised on p.6 so the reader can track pillar progress, and explicitly close each pillar with a 'therefore' line"
    ],
    "closingScore": 25,
    "openingScore": 55,
    "topStrengths": [
      "Action titles on p.5, p.7, p.8 and p.9 carry the insight in the headline (subject-verb-finding), which is core Storymakers practice",
      "p.6 explicitly frames a three-theme structure before diving into evidence, giving the reader a roadmap",
      "Consistent use of geographic contrast (developed vs developing APAC, Japan-as-exception) creates a recurring analytical lens"
    ],
    "topWeaknesses": [
      "No resolution: deck ends on an open question (p.10) and contact slide (p.11) with zero recommendations or implications for MedTech players",
      "Opening (p.1-4) is methodology-heavy and never states the deck's thesis or stakes upfront",
      "p.10's question title abandons the action-title discipline used earlier and leaves the most commercially loaded slide (vendor perception) unresolved"
    ],
    "narrativeScore": 58,
    "pillarCritique": "p.6 promises 'three themes' as pillars (cost/efficiency, alternative sites, MedTech perception) and the subsequent slides loosely follow them, but there are no formal section dividers and the Japan-exception thread reappears without a dedicated pillar — closer to a topic walk than a MECE structure.",
    "closingCritique": "The deck closes on a question-titled slide ('Who are the MedTech companies perceived to deliver the best solutions…?', p.10) and a contact slide — no synthesis, no recommendations, no call to action. For a 'study overview' this leaves the reader with data but no 'so what'.",
    "openingCritique": "Cover and disclaimer consume slides 1-2, then p.3-4 describe methodology rather than leading with the answer; the first real insight ('outlook is positive… except Japan') doesn't appear until p.5. No upfront thesis or stakes.",
    "extractionSeconds": 67.32466,
    "narrativeCritique": "The deck has a partial arc: setup (p.3-4) and analytical body (p.5-10) are present, but tension/complication is implicit and there is no resolution slide — it ends on a question (p.10) and contact details. The 'three themes' framing on p.6 hints at MECE pillars but those pillars are never explicitly closed out.",
    "titleQualityScore": 72,
    "titleQualityCritique": "Most body titles are declarative and insight-bearing — e.g. p.5 'outlook for medical devices is positive across APAC… except Japan' and p.7 'Procurement and hospital management are gaining influence…' — but the deck slips into topic/question titles at key moments (p.3 'Introduction and context…', p.10 'Who are the MedTech companies…?')."
  },
  "activistThesis": null,
  "pitchdeck": {
    "metadata": null,
    "profile": null
  },
  "slides": [
    {
      "page": 1,
      "type": "setup",
      "title": "Includes L.E.K. Consulting and APACMed logos.",
      "function": "front_matter",
      "imagePath": "https://imgproxy.kitesheet.com/It3h23zD7cnzPu7EVdPZWtR0X6uZtYWJpAclc4GEXw8/rs:fit:1200:1200:0/q:82/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy8wYzMxMTA0MTZmY2NlMDg3L3AwMDEuanBn",
      "rawType": "cover",
      "block": null,
      "metadata": {
        "slideType": "cover",
        "slideTypeCanon": {
          "name": "Cover",
          "slug": "cover",
          "status": "active",
          "canonId": "019de52d-05f2-729d-9f93-e0504f0a2410",
          "version": 1,
          "description": null
        },
        "function": "front_matter",
        "functionCanon": {
          "name": "Front matter",
          "slug": "front_matter",
          "status": "active",
          "canonId": "019de52d-133d-73f0-9e26-201eda96b098",
          "version": 1,
          "description": null
        },
        "density": "balanced",
        "densityScore": 36,
        "componentCount": 6,
        "textChars": 320,
        "nDataPoints": 0,
        "notes": "Includes L.E.K. Consulting and APACMed logos.",
        "elementsJson": [
          "photo",
          "logo_grid"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 18:59:09.887+00",
          "seconds": 3.185,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5de0-76bd-a164-bf4795f7b406/1",
        "deck": "/decks/019dd923-5de0-76bd-a164-bf4795f7b406",
        "deckAnchor": "/decks/019dd923-5de0-76bd-a164-bf4795f7b406#slide-1",
        "deckJson": "/decks/019dd923-5de0-76bd-a164-bf4795f7b406.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.04,
            "w": 0.9,
            "x": 0.05,
            "y": 0.94
          },
          "kind": "disclaimer",
          "text": "These materials are intended to supplement a discussion with L.E.K. Consulting. These perspectives will, therefore, only be meaningful to those in attendance. The contents of the materials are confidential and subject to obligations of non-disclosure.",
          "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 18:59:09.887+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "de44925b-2941-4d2c-9a5f-68f52f1b2581",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.12,
            "w": 0.4,
            "x": 0.56,
            "y": 0.78
          },
          "kind": "image",
          "text": null,
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Logo",
              "slug": "logo",
              "status": "active",
              "canonId": "019de52c-fdaf-743d-94c4-d7c6a0e55302",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "logo",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:09.887+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "532c4868-bec3-46db-bec4-da94d6673e3a",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.72,
            "w": 1,
            "x": 0,
            "y": 0
          },
          "kind": "image",
          "text": null,
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Photo",
              "slug": "photo",
              "status": "active",
              "canonId": "019de52c-fd37-757f-b4a8-ca26d4888875",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "photo",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:09.887+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "52116b30-aced-4c14-91e8-a46da2a8c842",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.15,
            "x": 0.05,
            "y": 0.89
          },
          "kind": "paragraph",
          "text": "March 2020",
          "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 18:59:09.887+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "c76a1161-8930-432a-9aee-305c79b641ae",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.3,
            "x": 0.05,
            "y": 0.75
          },
          "kind": "title",
          "text": "L.E.K. Consulting",
          "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 18:59:09.887+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "8edad959-ed93-4f3e-96ea-96c032b5ffae",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.04,
            "w": 0.5,
            "x": 0.05,
            "y": 0.81
          },
          "kind": "title",
          "text": "2019 APAC Hospital Priority Study Overview",
          "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 18:59:09.887+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "31df4658-ad8c-43b7-bbd8-fdb0453e0183",
          "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": "bf935301-4611-4e25-9ffa-8fe6d680c205",
          "evidence": "2019 APAC Hospital Priority Study Overview",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-07-16 21:24:22.198606+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/IgewohudD-iahcSSO8XRlhojIrXuRxomQG_LtVniIkQ/rs:fit:480:480:0/q:78/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy8wYzMxMTA0MTZmY2NlMDg3L3AwMDEuanBn",
      "imagePathAlt": "https://imgproxy.kitesheet.com/hs3YZpGYgAC1_rxzy-LyP8EVzkJCqYQKPNtOsNb7xOA/rs:fit:1200:1200:0/q:82/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy8wYzMxMTA0MTZmY2NlMDg3L3AwMDEucG5n",
      "thumbSrcAlt": "https://imgproxy.kitesheet.com/GBkLfHFdjh70hSV_UoQQG-0p0fIxU2Hhi9kRYD7RnLw/rs:fit:480:480:0/q:78/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy8wYzMxMTA0MTZmY2NlMDg3L3AwMDEucG5n"
    },
    {
      "page": 2,
      "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": "dense",
        "densityScore": 63,
        "componentCount": 6,
        "textChars": 2689,
        "nDataPoints": 0,
        "notes": null,
        "elementsJson": [
          "bullet_list"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 18:59:11.32+00",
          "seconds": 4.597,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5de0-76bd-a164-bf4795f7b406/2",
        "deck": "/decks/019dd923-5de0-76bd-a164-bf4795f7b406",
        "deckAnchor": "/decks/019dd923-5de0-76bd-a164-bf4795f7b406#slide-2",
        "deckJson": "/decks/019dd923-5de0-76bd-a164-bf4795f7b406.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.08,
            "w": 0.9,
            "x": 0.05,
            "y": 0.74
          },
          "kind": "list",
          "text": "The L.E.K. Presentation is strictly confidential and for the sole benefit of the Recipient. No person other than the Recipient (who has agreed to be bound by the terms herein) may access the L.E.K. Presentation or any part thereof. The Recipient undertakes to keep the L.E.K. Presentation confidential and shall not publish, upload to a publicly accessible platform or otherwise disclose the L.E.K. Presentation or any part thereof to any other person without the prior written permission of a Director of L.E.K. Consulting.",
          "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 18:59:11.32+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "00d2bc8a-eb49-44dd-b719-bf3aa336a63c",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.9,
            "x": 0.05,
            "y": 0.18
          },
          "kind": "list",
          "text": "This presentation and any accompanying commentary (together the \"L.E.K. Presentation\") has been prepared by L.E.K. Consulting Limited (\"L.E.K. Consulting\") for APACMed and the companies that are connected to APACMed (the \"Recipient\") for the sole purpose of discussion of 2019 APAC hospital priority study result and shall not be used for any other purpose.",
          "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 18:59:11.32+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "7ce7b088-67fd-49bd-906e-90986fd45820",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.22,
            "w": 0.9,
            "x": 0.05,
            "y": 0.33
          },
          "kind": "list",
          "text": "In receiving and accessing the L.E.K. Presentation, the Recipient acknowledges that: the information contained in the L.E.K. Presentation has been compiled from information and material supplied by third party sources and publicly available information which may (in part) be inaccurate or incomplete; the information is provided \"as is\" and L.E.K. Consulting makes no representation, warranty or guarantee, whether express or implied, as to the quality, accuracy, reliability, currency or completeness of the information provided in the L.E.K. Presentation or that reasonable care has been taken in compiling or preparing it; and the analysis contained in the L.E.K. Presentation is subject to various assumptions, further qualifications and limitations, and is subject to significant uncertainties and contingencies, some of which, if not all, are outside the control of L.E.K. Consulting.",
          "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 18:59:11.32+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "bcef5a6c-ec7c-47c3-b29a-4f0339c4b0b3",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.9,
            "x": 0.05,
            "y": 0.28
          },
          "kind": "list",
          "text": "The Recipient agrees to be bound by the terms and conditions set out below.",
          "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 18:59:11.32+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "bdf7ac7f-28b8-4b87-b46d-d6c7d2a535ee",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.9,
            "x": 0.05,
            "y": 0.57
          },
          "kind": "list",
          "text": "L.E.K. Consulting is not responsible or liable in any way for any loss or damage incurred by any person or entity relying on the information herein, and the Recipient unconditionally and irrevocably releases L.E.K. Consulting and its affiliates and their representatives from liability for loss or damage of any kind whatsoever arising from, the L.E.K. Presentation including without limitation judgments, opinions, hypotheses, views, forecasts or any other outputs therein and any interpretation, opinion or conclusion that the Recipient may form as a result of examining the L.E.K. Presentation. The L.E.K. Presentation may not be relied upon by the Recipient, and any use of, or reliance on that material is entirely at their own risk. L.E.K. Consulting shall have no liability for any loss or damage arising out of any such use.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:11.32+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "d6a413ce-e2ca-4ff4-b40e-bfdb6a2cdd7b",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.04,
            "w": 0.15,
            "x": 0.05,
            "y": 0.07
          },
          "kind": "title",
          "text": "Disclaimer",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:11.32+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "0b4cc4c6-390e-481c-a5d1-af7dd65515f1",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [],
      "loops": [],
      "locked": true
    },
    {
      "page": 3,
      "type": "setup",
      "title": "The slide uses a 'Facts and information' to 'actionable insights' flow, which is a common consulting structure for methodology slides.",
      "function": "establish_context",
      "rawType": "appendix_methodology",
      "block": null,
      "metadata": {
        "slideType": "appendix_methodology",
        "slideTypeCanon": {
          "name": "Appendix methodology",
          "slug": "appendix_methodology",
          "status": "active",
          "canonId": "019de52d-07d9-726c-8599-167f2d2ffaa7",
          "version": 1,
          "description": null
        },
        "function": "establish_context",
        "functionCanon": {
          "name": "Establish context",
          "slug": "establish_context",
          "status": "active",
          "canonId": "019de52d-1314-74e6-9074-d213dc0bdcdf",
          "version": 1,
          "description": null
        },
        "density": "balanced",
        "densityScore": 49,
        "componentCount": 6,
        "textChars": 517,
        "nDataPoints": 1,
        "notes": "The slide uses a 'Facts and information' to 'actionable insights' flow, which is a common consulting structure for methodology slides.",
        "elementsJson": [
          "headline_text",
          "bullet_list",
          "process_diagram"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 18:59:13.233+00",
          "seconds": 6.343,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5de0-76bd-a164-bf4795f7b406/3",
        "deck": "/decks/019dd923-5de0-76bd-a164-bf4795f7b406",
        "deckAnchor": "/decks/019dd923-5de0-76bd-a164-bf4795f7b406#slide-3",
        "deckJson": "/decks/019dd923-5de0-76bd-a164-bf4795f7b406.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.3,
            "w": 0.04,
            "x": 0.48,
            "y": 0.38
          },
          "kind": "diagram",
          "text": null,
          "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 18:59:13.233+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "7e823315-cf93-4098-946f-85334adbe4f3",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.3,
            "w": 0.4,
            "x": 0.54,
            "y": 0.4
          },
          "kind": "list",
          "text": "A tool for understanding hospital strategies and priorities; A compendium of macroeconomic trends; A trigger for strategic thinking and action for MedTechs.",
          "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 18:59:13.233+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "7b21e995-8455-4533-89dd-a426d0831842",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.4,
            "w": 0.4,
            "x": 0.1,
            "y": 0.28
          },
          "kind": "list",
          "text": "An online-based survey of ~400 APAC hospital decision-makers across 8 markets; Interviewees included senior executives; The questions focused on strategic and investment priorities; This presentation includes extracts from the research.",
          "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 18:59:13.233+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "bb06fefd-b694-4835-b132-bf501cd912a9",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.3,
            "x": 0.1,
            "y": 0.22
          },
          "kind": "title",
          "text": "Facts and information ...",
          "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 18:59:13.233+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "3c70cbc2-e04f-408a-9f17-e80454dbd91c",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.7,
            "x": 0.05,
            "y": 0.07
          },
          "kind": "title",
          "text": "Introduction and context for the 2019 APAC Hospital Priority Study",
          "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 18:59:13.233+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "47740cc1-d6ed-46d0-9b1b-e0869cb59392",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.3,
            "x": 0.54,
            "y": 0.22
          },
          "kind": "title",
          "text": "... leading to actionable 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 18:59:13.233+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "e513b4a0-7758-4082-9e79-177ca56f98cb",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [
        {
          "matchId": "9402a3d0-de4c-483e-bf27-2495d889d698",
          "evidence": "The slide uses a flow from facts to insights to explain the study's purpose.",
          "framework": null,
          "confidence": 0.8,
          "extraction": {
            "at": "2026-05-02 18:59:13.233+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 3,
          "frameworkName": "logical-chain"
        }
      ],
      "arcBeats": [
        {
          "to": 4,
          "arc": {
            "name": "The Consultant's Gambit",
            "slug": "consultants-gambit",
            "status": "active",
            "bestFor": "Business cases, project proposals, strategic recommendations",
            "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps",
            "description": null,
            "familyLabel": null
          },
          "from": 3,
          "name": "Situation & Context",
          "beatId": "c5ad7dc0-30be-4e28-8126-fc8156fde4cc",
          "matchId": "1d88fba1-e46d-4db8-936f-09f4000fabbf",
          "beatType": {
            "name": "Situation & Context",
            "slug": "consultants-gambit-situation-context",
            "status": "active",
            "canonId": "019dd9b8-05ae-741b-992d-65ee83c639b3",
            "version": 1,
            "description": null
          },
          "evidence": "The introduction and context for the 2019 APAC Hospital Priority Study are provided on pages 3-4.",
          "position": 0,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Setup",
            "slug": "setup",
            "status": "active",
            "canonId": "019dd9b8-020e-7505-af9b-d9b9a4679bcc",
            "version": 1,
            "description": "Where the deck grounds the reader before doing anything else. Almost every arc opens here."
          },
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [],
      "locked": true
    },
    {
      "page": 4,
      "type": "setup",
      "title": "The chart uses stacked bar segments to represent the composition of the survey sample (N=368).",
      "function": "summarize",
      "rawType": "appendix_methodology",
      "block": null,
      "metadata": {
        "slideType": "appendix_methodology",
        "slideTypeCanon": {
          "name": "Appendix methodology",
          "slug": "appendix_methodology",
          "status": "active",
          "canonId": "019de52d-07d9-726c-8599-167f2d2ffaa7",
          "version": 1,
          "description": null
        },
        "function": "summarize",
        "functionCanon": {
          "name": "Summarize",
          "slug": "summarize",
          "status": "active",
          "canonId": "019de52d-1541-704f-b86f-bf7b75056373",
          "version": 1,
          "description": null
        },
        "density": "balanced",
        "densityScore": 41,
        "componentCount": 5,
        "textChars": 423,
        "nDataPoints": 22,
        "notes": "The chart uses stacked bar segments to represent the composition of the survey sample (N=368).",
        "elementsJson": [
          "headline_text",
          "bar_chart_stacked",
          "footnote"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 18:59:09.589+00",
          "seconds": 2.429,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5de0-76bd-a164-bf4795f7b406/4",
        "deck": "/decks/019dd923-5de0-76bd-a164-bf4795f7b406",
        "deckAnchor": "/decks/019dd923-5de0-76bd-a164-bf4795f7b406#slide-4",
        "deckJson": "/decks/019dd923-5de0-76bd-a164-bf4795f7b406.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.6,
            "w": 0.8,
            "x": 0.1,
            "y": 0.25
          },
          "kind": "chart",
          "text": "Stacked bar charts showing respondent distribution by Country, Type of hospital, Hospital size, and Respondent mix.",
          "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 18:59:09.589+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "625c5157-2cbe-499b-a50c-b5738ea781f4",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "Survey respondents: 368",
          "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 14:04:25+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-edac-778d-bcc3-ba95e8fc8d8c",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.3,
            "x": 0.05,
            "y": 0.94
          },
          "kind": "source-note",
          "text": "Source: L.E.K. 2019 APAC Hospital Priority Survey",
          "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 18:59:09.589+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "9cb3202a-0263-4803-8bdd-009d9de8b9d3",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.9,
            "x": 0.05,
            "y": 0.04
          },
          "kind": "title",
          "text": "L.E.K., in collaboration with APACMed, conducted a survey with ~400 hospital executives across both public and private hospitals in key APAC markets",
          "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 18:59:09.589+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "70fba404-bafb-4b76-a2fb-ac1532aa1744",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.4,
            "x": 0.06,
            "y": 0.14
          },
          "kind": "title",
          "text": "L.E.K. 2019 Asia Pacific hospital survey respondent mix\nPercent of respondents (N = 368)",
          "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 18:59:09.589+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "9c92e9f9-ce24-47ab-b83a-4ab9ae291e0f",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "Data-Ink Ratio",
            "slug": "data-ink-ratio",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-afc8-70da-b378-92834d36fde6",
            "version": 1,
            "bodyDocId": null,
            "description": "Maximize data, minimize non-data ink - remove chartjunk and decoration",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Designer",
          "layer": "slide",
          "agents": [
            "Designer"
          ],
          "matchId": "2a004d8f-21a3-4f8f-a52a-ed3064ef331f",
          "evidence": "Stacked bar charts showing respondent distribution by Country, Type of hospital, Hospital size, and Respondent mix.",
          "pageRefs": null,
          "priority": "Core",
          "whenToUse": null,
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 21:24:34.813813+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 4,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 4,
          "arc": {
            "name": "The Consultant's Gambit",
            "slug": "consultants-gambit",
            "status": "active",
            "bestFor": "Business cases, project proposals, strategic recommendations",
            "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps",
            "description": null,
            "familyLabel": null
          },
          "from": 3,
          "name": "Situation & Context",
          "beatId": "c5ad7dc0-30be-4e28-8126-fc8156fde4cc",
          "matchId": "1d88fba1-e46d-4db8-936f-09f4000fabbf",
          "beatType": {
            "name": "Situation & Context",
            "slug": "consultants-gambit-situation-context",
            "status": "active",
            "canonId": "019dd9b8-05ae-741b-992d-65ee83c639b3",
            "version": 1,
            "description": null
          },
          "evidence": "The introduction and context for the 2019 APAC Hospital Priority Study are provided on pages 3-4.",
          "position": 0,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Setup",
            "slug": "setup",
            "status": "active",
            "canonId": "019dd9b8-020e-7505-af9b-d9b9a4679bcc",
            "version": 1,
            "description": "Where the deck grounds the reader before doing anything else. Almost every arc opens here."
          },
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [],
      "locked": true
    },
    {
      "page": 5,
      "type": "analysis",
      "title": "The chart uses a grouped bar format to contrast 'Last 3 years' vs 'Next 3 years' expenditure expectations.",
      "function": "quantify_impact",
      "rawType": "industry_trends",
      "block": null,
      "metadata": {
        "slideType": "industry_trends",
        "slideTypeCanon": {
          "name": "Industry trends",
          "slug": "industry_trends",
          "status": "active",
          "canonId": "019de52d-0b1d-7705-a0e0-c663199cd1fa",
          "version": 1,
          "description": null
        },
        "function": "quantify_impact",
        "functionCanon": {
          "name": "Quantify impact",
          "slug": "quantify_impact",
          "status": "active",
          "canonId": "019de52d-1630-720d-b57d-fa7f76bebd8d",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 58,
        "componentCount": 6,
        "textChars": 666,
        "nDataPoints": 16,
        "notes": "The chart uses a grouped bar format to contrast 'Last 3 years' vs 'Next 3 years' expenditure expectations.",
        "elementsJson": [
          "headline_text",
          "bar_chart_grouped",
          "footnote",
          "icon_grid"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 18:59:10.659+00",
          "seconds": 3.158,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5de0-76bd-a164-bf4795f7b406/5",
        "deck": "/decks/019dd923-5de0-76bd-a164-bf4795f7b406",
        "deckAnchor": "/decks/019dd923-5de0-76bd-a164-bf4795f7b406#slide-5",
        "deckJson": "/decks/019dd923-5de0-76bd-a164-bf4795f7b406.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "Respondents expect to increasing spending on medical devices and equipment to support the growing demand for healthcare services",
          "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 14:04:25+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-edac-778d-bcc3-d33816731445",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.7,
            "w": 0.9,
            "x": 0.05,
            "y": 0.15
          },
          "kind": "chart",
          "text": "Change in hospital expenditure on medical devices / equipment (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": "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 18:59:10.659+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "fe5b0754-08e9-42d7-9915-57b161dd4f36",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.06,
            "w": 0.8,
            "x": 0.05,
            "y": 0.87
          },
          "kind": "disclaimer",
          "text": "Note: *Question: How have your hospital's capital expenditure on medical devices / equipment changed over the last 3 years (CAGR)? ^Responses with 'I do not know / prefer not to disclose' have been excluded.",
          "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 18:59:10.659+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "a6a6a046-5235-4048-88da-04d1f0f76c37",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "Percent of respondents expecting increase in capex spending: 100%",
          "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 14:04:25+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-edac-778d-bcc3-d7effa52c154",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.3,
            "x": 0.05,
            "y": 0.94
          },
          "kind": "source-note",
          "text": "Source: L.E.K. 2019 APAC Hospital Priority Survey",
          "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 18:59:10.659+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "7f2d11fd-650b-4e83-934b-09fd03401433",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.9,
            "x": 0.05,
            "y": 0.04
          },
          "kind": "title",
          "text": "Overall, the outlook for medical devices is positive across APAC as hospitals are expecting to increase spending on devices / equipment, except Japan",
          "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 18:59:10.659+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "27b3de4d-760f-42af-b2cf-d07c7463c372",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "AIDA Model",
            "slug": "aida-model",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-86fc-773c-813f-d416714b8413",
            "version": 1,
            "bodyDocId": null,
            "description": "Attention, Interest, Desire, Action - classic persuasion sequence",
            "familyLabel": null,
            "categoryName": "Block",
            "categorySlug": "block"
          },
          "agent": "Storyteller",
          "layer": "slide",
          "agents": [
            "Storyteller"
          ],
          "matchId": "faf0e460-8270-4a0a-9898-2db6cb1aeb48",
          "evidence": "Overall, the outlook for medical devices is positive across APAC as hospitals are expecting to increase spending on devices / equipment, except Japan",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.6,
          "extraction": {
            "at": "2026-07-16 21:24:34.881498+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 5,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 7,
          "arc": {
            "name": "The Consultant's Gambit",
            "slug": "consultants-gambit",
            "status": "active",
            "bestFor": "Business cases, project proposals, strategic recommendations",
            "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps",
            "description": null,
            "familyLabel": null
          },
          "from": 5,
          "name": "Evidence & Proof",
          "beatId": "c3e62e4d-76a3-4d4b-b7b7-6dc1282c9bfa",
          "matchId": "1d88fba1-e46d-4db8-936f-09f4000fabbf",
          "beatType": {
            "name": "Evidence & Proof",
            "slug": "consultants-gambit-evidence-proof",
            "status": "active",
            "canonId": "019dd9b8-07b1-7688-8e1e-7637fec3802a",
            "version": 1,
            "description": null
          },
          "evidence": "The evidence and proof, including industry trends and data tables, are presented on pages 5-7.",
          "position": 1,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Evidence",
            "slug": "evidence",
            "status": "active",
            "canonId": "019dd9b8-03f9-772a-b84a-4f07b415b77a",
            "version": 1,
            "description": "A dedicated proof beat exists in only ~4 arcs (Gambit, Sequoia, AIDA, Monroes). Other arcs embed evidence inline within development."
          },
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 7,
          "from": 5,
          "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": "6b7864fa-c5e2-437a-967a-f9f69b64b6f0",
          "evidence": "The loop is used to zoom in on specific themes, such as procurement and hospital management influence.",
          "position": 0,
          "objective": "What are the key themes emerging from hospital strategic priorities?",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 21:10:30.172693+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 6,
      "type": "setup",
      "function": "summarize",
      "rawType": "key_messages",
      "block": null,
      "metadata": {
        "slideType": "key_messages",
        "slideTypeCanon": {
          "name": "Key messages",
          "slug": "key_messages",
          "status": "active",
          "canonId": "019de52d-0712-703f-89f5-bda6688faf3f",
          "version": 1,
          "description": null
        },
        "function": "summarize",
        "functionCanon": {
          "name": "Summarize",
          "slug": "summarize",
          "status": "active",
          "canonId": "019de52d-1541-704f-b86f-bf7b75056373",
          "version": 1,
          "description": null
        },
        "density": "sparse",
        "densityScore": 24,
        "componentCount": 4,
        "textChars": 355,
        "nDataPoints": 0,
        "notes": null,
        "elementsJson": [
          "headline_text",
          "process_diagram",
          "callout_box"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 18:59:10.463+00",
          "seconds": 2.916,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5de0-76bd-a164-bf4795f7b406/6",
        "deck": "/decks/019dd923-5de0-76bd-a164-bf4795f7b406",
        "deckAnchor": "/decks/019dd923-5de0-76bd-a164-bf4795f7b406#slide-6",
        "deckJson": "/decks/019dd923-5de0-76bd-a164-bf4795f7b406.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "Hospitals across APAC are focused on either reducing costs or streamlining the operations.",
          "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 14:04:25+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-edac-778d-bcc3-a637bf544b77",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.6,
            "w": 0.9,
            "x": 0.05,
            "y": 0.2
          },
          "kind": "image",
          "text": null,
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Icon grid",
              "slug": "icon-grid",
              "status": "active",
              "canonId": "019de52c-fdfe-749d-9990-1db465a3eed4",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "icon-grid",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:10.463+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "7b3aa119-e131-47cd-8915-794a6a3b3ba5",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.6,
            "w": 0.9,
            "x": 0.05,
            "y": 0.2
          },
          "kind": "list",
          "text": "1. Cost management and optimizing hospital operations. 2. Greater collaboration opportunities with MedTech. 3. Improving access to healthcare.",
          "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 18:59:10.463+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "a3fdd470-e6f6-40d4-8108-924322358476",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.9,
            "x": 0.05,
            "y": 0.04
          },
          "kind": "title",
          "text": "The following three themes have emerged based on hospital strategic priorities – see example findings in the next few pages",
          "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 18:59:10.463+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "e607ea15-3617-4aa6-99f8-04346244e9d5",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "List presentation",
            "slug": "list-presentation",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1",
            "version": 1,
            "bodyDocId": null,
            "description": "Bulleted, numbered, or checklist enumerations.",
            "familyLabel": null,
            "categoryName": null,
            "categorySlug": null
          },
          "agent": null,
          "layer": "slide",
          "agents": null,
          "matchId": "0da3860e-87a1-44d5-9fd2-ad638df6e7e3",
          "evidence": "The following three themes have emerged based on hospital strategic priorities – see example findings in the next few pages",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.8,
          "extraction": {
            "at": "2026-07-16 21:24:34.941394+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 6,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": "common",
          "narrativePurpose": null
        }
      ],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 7,
          "arc": {
            "name": "The Consultant's Gambit",
            "slug": "consultants-gambit",
            "status": "active",
            "bestFor": "Business cases, project proposals, strategic recommendations",
            "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps",
            "description": null,
            "familyLabel": null
          },
          "from": 5,
          "name": "Evidence & Proof",
          "beatId": "c3e62e4d-76a3-4d4b-b7b7-6dc1282c9bfa",
          "matchId": "1d88fba1-e46d-4db8-936f-09f4000fabbf",
          "beatType": {
            "name": "Evidence & Proof",
            "slug": "consultants-gambit-evidence-proof",
            "status": "active",
            "canonId": "019dd9b8-07b1-7688-8e1e-7637fec3802a",
            "version": 1,
            "description": null
          },
          "evidence": "The evidence and proof, including industry trends and data tables, are presented on pages 5-7.",
          "position": 1,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Evidence",
            "slug": "evidence",
            "status": "active",
            "canonId": "019dd9b8-03f9-772a-b84a-4f07b415b77a",
            "version": 1,
            "description": "A dedicated proof beat exists in only ~4 arcs (Gambit, Sequoia, AIDA, Monroes). Other arcs embed evidence inline within development."
          },
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 7,
          "from": 5,
          "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": "6b7864fa-c5e2-437a-967a-f9f69b64b6f0",
          "evidence": "The loop is used to zoom in on specific themes, such as procurement and hospital management influence.",
          "position": 0,
          "objective": "What are the key themes emerging from hospital strategic priorities?",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 21:10:30.172693+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        },
        {
          "to": 9,
          "from": 6,
          "loop": {
            "name": "11_golden_circle",
            "slug": "11-golden-circle",
            "status": "active",
            "bestFor": "Visionary leadership, brand positioning, mission statements",
            "canonId": "019dd956-6a50-7202-882d-505fcb9922ed",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Why (Belief) -> The How (Process) -> The What (Result)",
            "description": "Invert the typical pitch by starting with why you exist, rather than what you do",
            "familyLabel": null
          },
          "matchId": "1a1460c3-15e7-43a1-9d02-23eeb2ae02d1",
          "evidence": "The loop is used to provide a golden circle perspective on hospital priorities, including why, how, and what.",
          "position": 1,
          "objective": "Why are hospitals in developed APAC countries prioritizing operational efficiency?",
          "confidence": 0.6,
          "extraction": {
            "at": "2026-07-16 21:10:30.206643+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 7,
      "type": "analysis",
      "title": "The chart uses a dot plot to compare influence scores (1-7 scale) across four groups: Japan, China, Other developed markets, and Other developing markets.",
      "function": "analyze_data",
      "rawType": "data_table",
      "block": null,
      "metadata": {
        "slideType": "data_table",
        "slideTypeCanon": {
          "name": "Data table",
          "slug": "data_table",
          "status": "active",
          "canonId": "019de52d-0bbd-71b9-9918-417f904abbf8",
          "version": 1,
          "description": null
        },
        "function": "analyze_data",
        "functionCanon": {
          "name": "Analyze data",
          "slug": "analyze_data",
          "status": "active",
          "canonId": "019de52d-1590-7413-8c82-cc218cff40b4",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 69,
        "componentCount": 7,
        "textChars": 837,
        "nDataPoints": 12,
        "notes": "The chart uses a dot plot to compare influence scores (1-7 scale) across four groups: Japan, China, Other developed markets, and Other developing markets.",
        "elementsJson": [
          "headline_text",
          "bullet_list",
          "bubble_chart",
          "footnote"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 18:59:10.172+00",
          "seconds": 2.492,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5de0-76bd-a164-bf4795f7b406/7",
        "deck": "/decks/019dd923-5de0-76bd-a164-bf4795f7b406",
        "deckAnchor": "/decks/019dd923-5de0-76bd-a164-bf4795f7b406#slide-7",
        "deckJson": "/decks/019dd923-5de0-76bd-a164-bf4795f7b406.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "Hospital management are gaining influence in the developing markets, while procurement department are gaining influence in the developed markets",
          "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 14:04:29+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-edac-778d-bcc5-97b7be0b0754",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.45,
            "w": 0.35,
            "x": 0.25,
            "y": 0.275
          },
          "kind": "chart",
          "text": "Weighted average scores for purchasing influence",
          "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": "Dot plot",
              "slug": "dot",
              "status": "active",
              "canonId": "019de52d-0235-738b-bd2b-78f8e24d7cb0",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "dot",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:10.172+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "09a87369-e5bf-466c-867e-3c2ff7966b6a",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.1,
            "w": 0.8,
            "x": 0.05,
            "y": 0.85
          },
          "kind": "disclaimer",
          "text": "Question: To what degree is the influence of hospital administrators, clinical department heads, and clinical staff changing with regards to purchasing decisions... Source: L.E.K. 2019 APAC Hospital Priority Survey",
          "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 18:59:10.172+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "ec556f3c-f9ae-4c6d-b948-009a8b128126",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.1,
            "w": 0.3,
            "x": 0.05,
            "y": 0.73
          },
          "kind": "legend",
          "text": "Other developed markets (N=67), Other developing market (N=121), Japan (N=70), China (N=110)",
          "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 18:59:10.172+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "9f03d1a9-5dea-4bd9-a36c-85a8f345d59a",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.25,
            "w": 0.3,
            "x": 0.64,
            "y": 0.31
          },
          "kind": "list",
          "text": "Hospital management are gaining influence in the developing markets, while procurement department are gaining influence in the developed markets. MedTech companies need to identify key stakeholders for the purchasing process.",
          "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 18:59:10.172+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "0fbe39bc-8373-4610-9df3-603b718e6d36",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "Weighted average score",
          "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 14:04:29+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-edac-778d-bcc5-993981a975c7",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.9,
            "x": 0.05,
            "y": 0.03
          },
          "kind": "title",
          "text": "Procurement and hospital management are gaining influence across all markets except in Japan",
          "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 18:59:10.172+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "c1677561-ce5c-4710-9f08-3bbc07d771db",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 7,
          "arc": {
            "name": "The Consultant's Gambit",
            "slug": "consultants-gambit",
            "status": "active",
            "bestFor": "Business cases, project proposals, strategic recommendations",
            "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps",
            "description": null,
            "familyLabel": null
          },
          "from": 5,
          "name": "Evidence & Proof",
          "beatId": "c3e62e4d-76a3-4d4b-b7b7-6dc1282c9bfa",
          "matchId": "1d88fba1-e46d-4db8-936f-09f4000fabbf",
          "beatType": {
            "name": "Evidence & Proof",
            "slug": "consultants-gambit-evidence-proof",
            "status": "active",
            "canonId": "019dd9b8-07b1-7688-8e1e-7637fec3802a",
            "version": 1,
            "description": null
          },
          "evidence": "The evidence and proof, including industry trends and data tables, are presented on pages 5-7.",
          "position": 1,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Evidence",
            "slug": "evidence",
            "status": "active",
            "canonId": "019dd9b8-03f9-772a-b84a-4f07b415b77a",
            "version": 1,
            "description": "A dedicated proof beat exists in only ~4 arcs (Gambit, Sequoia, AIDA, Monroes). Other arcs embed evidence inline within development."
          },
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 7,
          "from": 5,
          "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": "6b7864fa-c5e2-437a-967a-f9f69b64b6f0",
          "evidence": "The loop is used to zoom in on specific themes, such as procurement and hospital management influence.",
          "position": 0,
          "objective": "What are the key themes emerging from hospital strategic priorities?",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 21:10:30.172693+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        },
        {
          "to": 9,
          "from": 6,
          "loop": {
            "name": "11_golden_circle",
            "slug": "11-golden-circle",
            "status": "active",
            "bestFor": "Visionary leadership, brand positioning, mission statements",
            "canonId": "019dd956-6a50-7202-882d-505fcb9922ed",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Why (Belief) -> The How (Process) -> The What (Result)",
            "description": "Invert the typical pitch by starting with why you exist, rather than what you do",
            "familyLabel": null
          },
          "matchId": "1a1460c3-15e7-43a1-9d02-23eeb2ae02d1",
          "evidence": "The loop is used to provide a golden circle perspective on hospital priorities, including why, how, and what.",
          "position": 1,
          "objective": "Why are hospitals in developed APAC countries prioritizing operational efficiency?",
          "confidence": 0.6,
          "extraction": {
            "at": "2026-07-16 21:10:30.206643+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 8,
      "type": "setup",
      "title": "The slide uses a ranking system (1-10) to show priority differences between two market segments.",
      "function": "compare_peers",
      "rawType": "comparison_table",
      "block": null,
      "metadata": {
        "slideType": "comparison_table",
        "slideTypeCanon": {
          "name": "Comparison table",
          "slug": "comparison_table",
          "status": "active",
          "canonId": "019de52d-0a06-73f8-8813-fe022fab1de2",
          "version": 1,
          "description": null
        },
        "function": "compare_peers",
        "functionCanon": {
          "name": "Compare peers",
          "slug": "compare_peers",
          "status": "active",
          "canonId": "019de52d-1453-72ba-a367-9ba3d34c1630",
          "version": 1,
          "description": null
        },
        "density": "balanced",
        "densityScore": 44,
        "componentCount": 5,
        "textChars": 498,
        "nDataPoints": 20,
        "notes": "The slide uses a ranking system (1-10) to show priority differences between two market segments.",
        "elementsJson": [
          "headline_text",
          "data_table"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 18:59:10.104+00",
          "seconds": 2.407,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5de0-76bd-a164-bf4795f7b406/8",
        "deck": "/decks/019dd923-5de0-76bd-a164-bf4795f7b406",
        "deckAnchor": "/decks/019dd923-5de0-76bd-a164-bf4795f7b406#slide-8",
        "deckJson": "/decks/019dd923-5de0-76bd-a164-bf4795f7b406.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "metric",
          "text": "Procurement criteria ranking",
          "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 14:04:27+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-edac-778d-bcc4-e2b8dd5d62e3",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.6,
            "x": 0.05,
            "y": 0.9
          },
          "kind": "source-note",
          "text": "Note: *Question: Please rank the top 3 most important criteria for procuring from a medical equipment supplier. Source: L.E.K. 2019 APAC Hospital Priority Survey",
          "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 18:59:10.104+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "c6211d02-4da6-436c-aa61-e2d1470f6dcf",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.6,
            "w": 0.9,
            "x": 0.05,
            "y": 0.25
          },
          "kind": "table",
          "text": "Criteria ranking table comparing Developed vs Developing APAC markets",
          "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 18:59:10.104+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "9a6b7aca-a045-49db-8265-27534d97efaa",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.9,
            "x": 0.05,
            "y": 0.03
          },
          "kind": "title",
          "text": "Hospitals in the developed APAC countries are looking for solutions to improve operational efficiency, while developing countries are prioritizing new innovation",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:10.104+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "bdcd1783-0d28-4dd1-a95d-dbd91ed4362b",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.04,
            "w": 0.6,
            "x": 0.05,
            "y": 0.13
          },
          "kind": "title",
          "text": "Ranking of top criteria for procuring from a medical equipment supplier* (2019)",
          "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 18:59:10.104+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "f39e68fa-22c8-4437-85cc-ecda94ffc9eb",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "Comparison frame",
            "slug": "comparison-frame",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd9e1-484b-7399-a4fc-d14644b99f93",
            "version": 1,
            "bodyDocId": null,
            "description": "Two or more states/subjects placed side by side to expose a gap.",
            "familyLabel": null,
            "categoryName": null,
            "categorySlug": null
          },
          "agent": null,
          "layer": "slide",
          "agents": null,
          "matchId": "680b01e2-400d-4a9e-a9b7-e215ec277c5e",
          "evidence": "Hospitals in the developed APAC countries are looking for solutions to improve operational efficiency, while developing countries are prioritizing new innovation",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 21:24:35.033597+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 8,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": "common",
          "narrativePurpose": null
        }
      ],
      "frameworks": [
        {
          "matchId": "5301b193-77b4-49f0-994f-99e36690d126",
          "evidence": "The slide explicitly compares two segments (Developed vs Developing) across a shared set of criteria.",
          "framework": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-05-02 18:59:10.104+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 8,
          "frameworkName": "comparison-frame"
        }
      ],
      "arcBeats": [
        {
          "to": 10,
          "arc": {
            "name": "The Consultant's Gambit",
            "slug": "consultants-gambit",
            "status": "active",
            "bestFor": "Business cases, project proposals, strategic recommendations",
            "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps",
            "description": null,
            "familyLabel": null
          },
          "from": 8,
          "name": "Impact & Next Steps",
          "beatId": "d0677adf-2e80-412b-90cf-b2d08b438078",
          "matchId": "1d88fba1-e46d-4db8-936f-09f4000fabbf",
          "beatType": {
            "name": "Impact & Next Steps",
            "slug": "consultants-gambit-impact-next-steps",
            "status": "active",
            "canonId": "019dd9b8-0849-7728-9ee9-fd1609c4c655",
            "version": 1,
            "description": null
          },
          "evidence": "The impact and next steps, including competitive analysis and key messages, are discussed on pages 8-10.",
          "position": 2,
          "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": 0.8
        }
      ],
      "loops": [
        {
          "to": 9,
          "from": 6,
          "loop": {
            "name": "11_golden_circle",
            "slug": "11-golden-circle",
            "status": "active",
            "bestFor": "Visionary leadership, brand positioning, mission statements",
            "canonId": "019dd956-6a50-7202-882d-505fcb9922ed",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Why (Belief) -> The How (Process) -> The What (Result)",
            "description": "Invert the typical pitch by starting with why you exist, rather than what you do",
            "familyLabel": null
          },
          "matchId": "1a1460c3-15e7-43a1-9d02-23eeb2ae02d1",
          "evidence": "The loop is used to provide a golden circle perspective on hospital priorities, including why, how, and what.",
          "position": 1,
          "objective": "Why are hospitals in developed APAC countries prioritizing operational efficiency?",
          "confidence": 0.6,
          "extraction": {
            "at": "2026-07-16 21:10:30.206643+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 9,
      "type": "analysis",
      "title": "The chart compares preferences for various healthcare facility types across developed and developing markets.",
      "function": "analyze_data",
      "rawType": "industry_trends",
      "block": null,
      "metadata": {
        "slideType": "industry_trends",
        "slideTypeCanon": {
          "name": "Industry trends",
          "slug": "industry_trends",
          "status": "active",
          "canonId": "019de52d-0b1d-7705-a0e0-c663199cd1fa",
          "version": 1,
          "description": null
        },
        "function": "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": 6,
        "textChars": 1144,
        "nDataPoints": 21,
        "notes": "The chart compares preferences for various healthcare facility types across developed and developing markets.",
        "elementsJson": [
          "headline_text",
          "line_chart",
          "bullet_list"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 18:59:10.525+00",
          "seconds": 2.824,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5de0-76bd-a164-bf4795f7b406/9",
        "deck": "/decks/019dd923-5de0-76bd-a164-bf4795f7b406",
        "deckAnchor": "/decks/019dd923-5de0-76bd-a164-bf4795f7b406#slide-9",
        "deckJson": "/decks/019dd923-5de0-76bd-a164-bf4795f7b406.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "Hospitals are setting up alternative sites to ease hospital over-crowding.",
          "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 14:04:26+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-edac-778d-bcc4-759532eef042",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.6,
            "w": 0.6,
            "x": 0.05,
            "y": 0.15
          },
          "kind": "chart",
          "text": "Alternative sites of care hospitals are pursuing in the next 3 years (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": "Line chart",
              "slug": "line",
              "status": "active",
              "canonId": "019de52c-ff62-778f-8f6c-a952ceae8677",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "line",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:10.525+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "7e3ca49c-881e-44e0-9ca1-c73a80288be5",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.5,
            "w": 0.3,
            "x": 0.65,
            "y": 0.25
          },
          "kind": "list",
          "text": "Providing greater access to healthcare services; Hospitals are setting up alternative sites to ease hospital over-crowding; Diagnostic imaging centres and specialist outpatient centres are expected to be the most common in China and Japan respectively; Demand for medical devices and equipment will no longer be restricted to traditional hospital settings",
          "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 18:59:10.525+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "8a93146f-7b39-4247-888d-b009b9f204f4",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "Percent of respondents",
          "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 14:04:26+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-edac-778d-bcc4-7a4600beb2ac",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.1,
            "w": 0.9,
            "x": 0.05,
            "y": 0.88
          },
          "kind": "source-note",
          "text": "Note: *Question: Please select top 3 alternative sites of care that your hospital is looking to pursue over the next 3 years; others include onsite / worksite clinics, assisted living facility, rehab facility, home health services; Developed markets include Japan, S. Korea, Australia and Singapore and Developing markets include China, India, Indonesia and Thailand. Source: Global Times, Ministry of Public Health Thailand, L.E.K. 2019 APAC Hospital Priority Survey",
          "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 18:59:10.525+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "77a75681-3267-49ed-b576-cfbc5f6d51e5",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.1,
            "w": 0.85,
            "x": 0.05,
            "y": 0.03
          },
          "kind": "title",
          "text": "Hospitals are looking to set up alternative sites of care such as specialist outpatient centers and ambulatory surgery centers to provide better access",
          "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 18:59:10.525+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "8a67dc87-7f43-4938-86f5-e52a4050d986",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 10,
          "arc": {
            "name": "The Consultant's Gambit",
            "slug": "consultants-gambit",
            "status": "active",
            "bestFor": "Business cases, project proposals, strategic recommendations",
            "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps",
            "description": null,
            "familyLabel": null
          },
          "from": 8,
          "name": "Impact & Next Steps",
          "beatId": "d0677adf-2e80-412b-90cf-b2d08b438078",
          "matchId": "1d88fba1-e46d-4db8-936f-09f4000fabbf",
          "beatType": {
            "name": "Impact & Next Steps",
            "slug": "consultants-gambit-impact-next-steps",
            "status": "active",
            "canonId": "019dd9b8-0849-7728-9ee9-fd1609c4c655",
            "version": 1,
            "description": null
          },
          "evidence": "The impact and next steps, including competitive analysis and key messages, are discussed on pages 8-10.",
          "position": 2,
          "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": 0.8
        }
      ],
      "loops": [
        {
          "to": 9,
          "from": 6,
          "loop": {
            "name": "11_golden_circle",
            "slug": "11-golden-circle",
            "status": "active",
            "bestFor": "Visionary leadership, brand positioning, mission statements",
            "canonId": "019dd956-6a50-7202-882d-505fcb9922ed",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Why (Belief) -> The How (Process) -> The What (Result)",
            "description": "Invert the typical pitch by starting with why you exist, rather than what you do",
            "familyLabel": null
          },
          "matchId": "1a1460c3-15e7-43a1-9d02-23eeb2ae02d1",
          "evidence": "The loop is used to provide a golden circle perspective on hospital priorities, including why, how, and what.",
          "position": 1,
          "objective": "Why are hospitals in developed APAC countries prioritizing operational efficiency?",
          "confidence": 0.6,
          "extraction": {
            "at": "2026-07-16 21:10:30.206643+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 10,
      "type": "setup",
      "title": "The chart displays both an aggregate performance metric (percentage) and a disaggregated ranking by country group (Japan, Other developed, China, Other developi",
      "function": "compare_peers",
      "rawType": "competitive_analysis",
      "block": null,
      "metadata": {
        "slideType": "competitive_analysis",
        "slideTypeCanon": {
          "name": "Competitive analysis",
          "slug": "competitive_analysis",
          "status": "active",
          "canonId": "019de52d-093e-776b-94c6-c1573f5f1a31",
          "version": 1,
          "description": null
        },
        "function": "compare_peers",
        "functionCanon": {
          "name": "Compare peers",
          "slug": "compare_peers",
          "status": "active",
          "canonId": "019de52d-1453-72ba-a367-9ba3d34c1630",
          "version": 1,
          "description": null
        },
        "density": "balanced",
        "densityScore": 42,
        "componentCount": 4,
        "textChars": 588,
        "nDataPoints": 38,
        "notes": "The chart displays both an aggregate performance metric (percentage) and a disaggregated ranking by country group (Japan, Other developed, China, Other developing).",
        "elementsJson": [
          "headline_text",
          "bar_chart_horizontal",
          "comparison_table",
          "footnote"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 18:59:10.469+00",
          "seconds": 2.702,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5de0-76bd-a164-bf4795f7b406/10",
        "deck": "/decks/019dd923-5de0-76bd-a164-bf4795f7b406",
        "deckAnchor": "/decks/019dd923-5de0-76bd-a164-bf4795f7b406#slide-10",
        "deckJson": "/decks/019dd923-5de0-76bd-a164-bf4795f7b406.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.65,
            "w": 0.9,
            "x": 0.05,
            "y": 0.15
          },
          "kind": "chart",
          "text": "Top 8 MedTech companies in APAC perceived to deliver hospital solutions (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": "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 18:59:10.469+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "4d5c509a-cbf1-4df9-85de-3c166feb8c52",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "Average share of respondents: 32%",
          "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 14:04:26+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd951-edac-778d-bcc3-fcfea11486f2",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.1,
            "w": 0.8,
            "x": 0.05,
            "y": 0.85
          },
          "kind": "source-note",
          "text": "Note: Other developed countries include South Korea, Australia and Singapore and other developing countries include Indonesia, Thailand and India; *Question: Among the following multinational MedTech vendors, please indicate which company in your view delivers the best solutions that most effectively address your organization's needs\nSource: L.E.K. 2019 APAC Hospital Priority Survey",
          "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 18:59:10.469+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "57f02c93-dfea-44e1-8bb2-322d2984931d",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.85,
            "x": 0.05,
            "y": 0.05
          },
          "kind": "title",
          "text": "Who are the MedTech companies perceived to deliver the best solutions for hospitals in APAC?",
          "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 18:59:10.469+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "e23f4b8d-784e-4479-b296-a05be8a6e2ec",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 10,
          "arc": {
            "name": "The Consultant's Gambit",
            "slug": "consultants-gambit",
            "status": "active",
            "bestFor": "Business cases, project proposals, strategic recommendations",
            "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps",
            "description": null,
            "familyLabel": null
          },
          "from": 8,
          "name": "Impact & Next Steps",
          "beatId": "d0677adf-2e80-412b-90cf-b2d08b438078",
          "matchId": "1d88fba1-e46d-4db8-936f-09f4000fabbf",
          "beatType": {
            "name": "Impact & Next Steps",
            "slug": "consultants-gambit-impact-next-steps",
            "status": "active",
            "canonId": "019dd9b8-0849-7728-9ee9-fd1609c4c655",
            "version": 1,
            "description": null
          },
          "evidence": "The impact and next steps, including competitive analysis and key messages, are discussed on pages 8-10.",
          "position": 2,
          "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": 0.8
        }
      ],
      "loops": [],
      "locked": true
    },
    {
      "page": 11,
      "type": "appendix",
      "function": "other",
      "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": "other",
        "functionCanon": {
          "name": "Other (fallback)",
          "slug": "other",
          "status": "active",
          "canonId": "019de52d-15e1-75bc-99dc-07732380e2ce",
          "version": 1,
          "description": null
        },
        "density": "sparse",
        "densityScore": 20,
        "componentCount": 5,
        "textChars": 128,
        "nDataPoints": 0,
        "notes": null,
        "elementsJson": [
          "logo_grid",
          "map",
          "icon_grid"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 18:59:10.06+00",
          "seconds": 2.102,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5de0-76bd-a164-bf4795f7b406/11",
        "deck": "/decks/019dd923-5de0-76bd-a164-bf4795f7b406",
        "deckAnchor": "/decks/019dd923-5de0-76bd-a164-bf4795f7b406#slide-11",
        "deckJson": "/decks/019dd923-5de0-76bd-a164-bf4795f7b406.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.05,
            "w": 0.2,
            "x": 0.058,
            "y": 0.85
          },
          "kind": "image",
          "text": "Social media icons",
          "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": "Icon grid",
              "slug": "icon-grid",
              "status": "active",
              "canonId": "019de52c-fdfe-749d-9990-1db465a3eed4",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "icon-grid",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 18:59:10.06+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "d86fc9ad-e2c0-42b3-9471-d0d0d7084447",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.11,
            "x": 0.058,
            "y": 0.18
          },
          "kind": "image",
          "text": "L.E.K.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "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 18:59:10.06+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "4b56b4c9-78e8-4433-b958-e4cdb80b2d36",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.6,
            "w": 0.65,
            "x": 0.28,
            "y": 0.2
          },
          "kind": "image",
          "text": "Global office locations map",
          "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 18:59:10.06+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "4df84e09-8d19-4887-9a55-5783bd911c73",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.45,
            "w": 0.2,
            "x": 0.058,
            "y": 0.32
          },
          "kind": "list",
          "text": "Fabio La Mola, Stephen Sunderland, Patrick Branch contact info",
          "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 18:59:10.06+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "89569564-cbce-4f9e-b23f-925ae6c92510",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.2,
            "x": 0.05,
            "y": 0.08
          },
          "kind": "title",
          "text": "Contact details",
          "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 18:59:10.06+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "3b6cc40f-65b6-481c-9f0a-81d270027787",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [],
      "loops": [],
      "locked": true
    }
  ],
  "arcBeats": [
    {
      "from": 3,
      "to": 4,
      "label": "Situation & Context",
      "description": "The introduction and context for the 2019 APAC Hospital Priority Study are provided on pages 3-4."
    },
    {
      "from": 5,
      "to": 7,
      "label": "Evidence & Proof",
      "description": "The evidence and proof, including industry trends and data tables, are presented on pages 5-7."
    },
    {
      "from": 8,
      "to": 10,
      "label": "Impact & Next Steps",
      "description": "The impact and next steps, including competitive analysis and key messages, are discussed on pages 8-10."
    }
  ],
  "loops": [
    {
      "from": 5,
      "to": 7,
      "label": "Zoom In",
      "description": "What are the key themes emerging from hospital strategic priorities?"
    },
    {
      "from": 6,
      "to": 9,
      "label": "Golden Circle",
      "description": "Why are hospitals in developed APAC countries prioritizing operational efficiency?"
    }
  ]
}