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        "layer": "slide",
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      {
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        "evidence": "Each row uses insight-laden statements like 'Travel demand is increasing... tied to vaccine progress'.",
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      {
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      {
        "tool": {
          "name": "Headline Test",
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        "agents": [
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        "evidence": "Reading the three rows alone reveals trends -> implications -> travel-co implications.",
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      {
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          "categoryName": "Slide",
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        "agent": "Storyteller",
        "layer": "slide",
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        "matchId": "019dd95a-163f-72bd-8a0b-68abab910af2",
        "evidence": "Specific numbers ('62M jobs lost', '26% of planes in storage') over abstractions.",
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      {
        "tool": {
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          "canonId": "019dd956-b61d-717f-a402-24ccbb4b60d8",
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          "description": "Visual properties processed instantly: color, size, orientation, shape",
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        "matchId": "019dd95a-163f-72bd-8a0b-635715f31f4e",
        "evidence": "Color (red) and size encode the key magnitudes instantly.",
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        "extraction": {
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      {
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          "canonId": "019dd956-b32d-7586-b368-baa1dd388ed4",
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          "description": "Repeating similar charts for comparison across categories or time",
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        "layer": "slide",
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        "matchId": "019dd95a-163f-72bd-8a0b-6e63f099b037",
        "evidence": "Five identically structured stat cards across a row.",
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        "layer": "slide",
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        "tool": {
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        "matchId": "019dd95a-163f-72bd-8a0b-7ab69e0b652a",
        "evidence": "Callout boxes label '0.9 doses' and 'Booking strength up 400%' on the chart.",
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    "deckSummary": "A textbook BCG Executive Perspectives that hews tightly to the Consultant's Gambit: context, complications, recommendations, supporting evidence; but ends without an explicit call to action and underuses narrative tools beyond the leisure-vs-business contrast on p7.",
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      "scqa_arc": "The deck has Situation and Complication material in slides 2 and 5-8 and Answers in slides 9-12, but it then shifts into an analytical update dump on slides 15-25 instead of sustaining a clean SCQA progression.",
      "action_titles": "Most body slides use insight-bearing titles, though several keep topic prefixes or generic labels; example: slide 6, \"Travel demand is increasing, but recovery will vary by country and is tied to vaccine progress.\"",
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      "closing_strength": "The deck does not close with a recommendation or action plan: slide 26 is additional resources, slide 27 is a disclaimer, and slide 28 is a visual closing image.",
      "evidence_quality": "Claims are usually supported with metrics, charts, tables, surveys, or market data across slides 5-25, with only a few more qualitative assertion-led pages such as slide 13.",
      "clarity_of_thesis": "The core argument is directionally visible by slide 3 through the summary table, but slides 1-5 frame the topic more than state a sharp declarative thesis.",
      "production_quality": "BCG template discipline, footnotes, and visual consistency are strong, but overcrowded analytical pages and non-action titles like slide 15's \"Summary dashboard\" reduce polish.",
      "visual_storytelling": "The deck generally chooses appropriate tools such as big numbers on slide 5, charts on slides 6-8, a 2x2 on slide 9, and heatmaps on slides 23-25, though many pages are overcrowded."
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    "reviewedAt": "2026-04-24 16:40:50+00",
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    "suggestions": [
      "Move the recommendation cluster (p.9-12) to the end and re-sequence the macro/retail/mobility analytics (p.13-25) ahead of it as the 'Analysis' act, so the deck ends on the ask, not on a stock-market chart",
      "Replace the two generic 'BCG Executive Perspectives' dividers with named pillar slides (e.g., 'Demand is returning unevenly · Business travel is structurally lower · Sustainability is now table stakes') so the MECE skeleton is visible",
      "Add an explicit closing slide with 3 next-step actions for executives, and retire the empty p.28 'Closing Slide' and the p.15 'Summary dashboard' label in favor of action titles"
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      "Recommendation slides 9-11 use a clean 'Implications for all companies | [verb-led insight]' pattern that makes the ask scannable",
      "Callouts reinforce the title with a concrete number or mechanism (e.g., p.2 '$4.5T', p.17 '4 variants ~80% of sequenced samples', p.24 China rebound by category)"
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      "Structural whiplash at p.13-14: recommendations are delivered at p.9-12, then the deck resets into a second macro-analytics section, inverting the expected S→C→A→R order",
      "Section dividers (p.4, p.14) are identical generic title cards rather than MECE pillar statements, so the reader cannot navigate the argument",
      "The travel thesis in the title is abandoned after p.12; slides 15-25 are a general economic dashboard that only loosely connects back to travel"
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    "closingCritique": "There is no call-to-action slide: the deck trails off from a TSR-by-sector chart (p.25) into an appendix pointer (p.26), a disclaimer (p.27), and a blank 'Closing Slide' (p.28), with no recommendation summary, next steps, or memorable close.",
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    "titleQualityScore": 72,
    "titleQualityCritique": "Most body titles are genuinely declarative and insight-bearing — e.g., p.7 'Expect high near-term demand in leisure travel with potential structural changes in business travel' and p.19 'Many large economies expected to continue recovery and reach 2019 GDP levels between 2021 and 2022' — but several are pure labels ('Summary dashboard' p.15, 'Closing Slide' p.28, the repeated 'BCG Executive Perspectives')."
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            "bestFor": "Any slide that carries an argument or finding. The diagnostic: if the slide has a chart on it, it needs a core message. Run extraction whenever the current title is a topic (Q3 performance, Customer satisfaction) rather than a claim, or when a reader could reasonably draw more than one conclusion from the visible evidence.",
            "canonId": "019dd956-bc71-707d-8867-1b2e810175cf",
            "version": 1,
            "bodyDocId": "f85613cb-4b77-462f-bfe6-3b862516e1a6",
            "description": "The discipline of distilling raw analysis, data, or content into a single declarative sentence — the slide's core message — that the audience would walk away with if they remembered nothing else. Process, not artefact: extraction questions run on the raw content until one sentence falls out.",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Architect",
          "layer": "slide",
          "agents": [
            "Architect"
          ],
          "matchId": "019dd95a-163f-72bd-8a0b-388a126327b2",
          "evidence": "Two boxed paragraphs distill the big idea of recovery + cross-industry implications.",
          "pageRefs": null,
          "priority": null,
          "whenToUse": "Any slide that carries an argument or finding. The diagnostic: if the slide has a chart on it, it needs a core message. Run extraction whenever the current title is a topic (Q3 performance, Customer satisfaction) rather than a claim, or when a reader could reasonably draw more than one conclusion from the visible evidence.",
          "confidence": 75,
          "extraction": {
            "at": "2026-04-29 13:07:33.186773+00",
            "model": "claude-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 2,
          "whyItWorks": "Solves the two failure modes of slide writing simultaneously: the topic title (which outsources interpretation to the audience and produces three different conclusions in three different heads) and the multi-thesis stapler (which exceeds working memory and gets remembered as fragments). Aligns with how readers actually consume decks — Heath & Heath's Find the Core, the journalist's nut graf, and Minto's governing thought all converge on the same cognitive economics.",
          "antipattern": "Topic titles disguised as core messages (Customer satisfaction, no verb, no stake); multi-thesis sentences stapled with and; hedged sentences (may show signs of possible softening); chart-caption titles (Revenue fell 4%) that restate what the chart already shows instead of naming the so-what; meta-commentary (this slide explores...) that describes the slide rather than concluding it.",
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          "narrativePurpose": "Forces the slide author to do the interpretive work before the slide ships, so the audience does not have to do it during the meeting. Wins the WYSIATI battle on purpose — the loudest fragment on the page becomes the author's chosen sentence rather than whichever chart label happens to be largest."
        },
        {
          "tool": {
            "name": "Executive summary",
            "slug": "executive-summary",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd9e1-4b63-72d5-9734-da757d91ca61",
            "version": 1,
            "bodyDocId": null,
            "description": "A condensed view of the entire argument on a single slide / block.",
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          },
          "agent": null,
          "layer": "slide",
          "agents": null,
          "matchId": "cf4af203-d95f-451f-adbb-736301bb014a",
          "evidence": "The slide provides a summary of the impact of COVID-19 on travel and tourism.",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-07-16 21:36:37.534913+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 2,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": "common",
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        }
      ],
      "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",
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          "name": "Situation & Context",
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          "beatType": {
            "name": "Situation & Context",
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            "status": "active",
            "canonId": "019dd9b8-05ae-741b-992d-65ee83c639b3",
            "version": 1,
            "description": null
          },
          "evidence": "Cover, exec summary, agenda framing pandemic recovery.",
          "position": 1,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Setup",
            "slug": "setup",
            "status": "active",
            "canonId": "019dd9b8-020e-7505-af9b-d9b9a4679bcc",
            "version": 1,
            "description": "Where the deck grounds the reader before doing anything else. Almost every arc opens here."
          },
          "alignedBlockIds": null,
          "matchConfidence": 88
        }
      ],
      "loops": [],
      "locked": true
    },
    {
      "page": 3,
      "type": "setup",
      "title": "The slide uses a structured table format to categorize key takeaways into three distinct themes.",
      "function": "summarize",
      "rawType": "executive_summary",
      "block": null,
      "metadata": {
        "slideType": "executive_summary",
        "slideTypeCanon": {
          "name": "Executive summary",
          "slug": "executive_summary",
          "status": "active",
          "canonId": "019de52d-06be-73ff-81b3-f99fe7f0025e",
          "version": 1,
          "description": null
        },
        "function": "summarize",
        "functionCanon": {
          "name": "Summarize",
          "slug": "summarize",
          "status": "active",
          "canonId": "019de52d-1541-704f-b86f-bf7b75056373",
          "version": 1,
          "description": null
        },
        "density": "sparse",
        "densityScore": 18,
        "componentCount": 4,
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        "notes": "The slide uses a structured table format to categorize key takeaways into three distinct themes.",
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        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
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          "at": "2026-05-02 18:31:19.207+00",
          "seconds": 2.168,
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      },
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          "kind": "source-note",
          "text": "Source: BCG analysis and case experience",
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            "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."
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          "extraction": {
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          "kind": "table",
          "text": "Table containing three rows: Travel & Tourism Trends, Implications for All Companies, and Implications for Travel Companies, each with sub-points.",
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          "canon": {
            "kind": {
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              "slug": "table",
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              "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28",
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              "description": "Tabular data layout."
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              "status": "active",
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          "extraction": {
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          "text": "What the Evolution of Travel Means for Business",
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              "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
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            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
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          "extraction": {
            "at": "2026-05-02 18:31:19.207+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
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          "componentId": "b24b2a51-7e2c-4659-8bb8-d595c0870d0e",
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      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "MECE Principle",
            "slug": "mece-principle",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-7c60-71a8-8758-c79d914489c9",
            "version": 1,
            "bodyDocId": null,
            "description": "Mutually Exclusive, Collectively Exhaustive - ensuring complete, non-overlapping structure",
            "familyLabel": null,
            "categoryName": "Block",
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          },
          "agent": "Architect",
          "layer": "block",
          "agents": [
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          "matchId": "019dd95a-163f-72bd-8a0b-4ba342a15668",
          "evidence": "Three numbered, non-overlapping rows cover trends + two audience-specific implication sets.",
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          "priority": "Core",
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          "confidence": 80,
          "extraction": {
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            "model": "claude-legacy",
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          "pageNumber": 3,
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        {
          "tool": {
            "name": "The Rule of Three",
            "slug": "the-rule-of-three",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-8962-75cf-b4f8-9394501a6f33",
            "version": 1,
            "bodyDocId": null,
            "description": "Ideas presented in threes are more memorable and satisfying",
            "familyLabel": null,
            "categoryName": "Block",
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          },
          "agent": "Storyteller",
          "layer": "block",
          "agents": [
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          "matchId": "019dd95a-163f-72bd-8a0b-533a1db54a45",
          "evidence": "Deliberate triadic structure: 3 trends, 3 implications, then travel-co specifics.",
          "pageRefs": null,
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          "confidence": 75,
          "extraction": {
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            "model": "claude-legacy",
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          "pageNumber": 3,
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        {
          "tool": {
            "name": "Three Pillars",
            "slug": "three-pillars",
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            "bestFor": null,
            "canonId": "019dd956-81ef-7455-a365-b234d95a6bbb",
            "version": 1,
            "bodyDocId": null,
            "description": "Three major supporting arguments that are MECE and address key concerns",
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            "categoryName": "Block",
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          },
          "agent": "Architect",
          "layer": "block",
          "agents": [
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          ],
          "matchId": "019dd95a-163f-72bd-8a0b-4f56c1f1605f",
          "evidence": "Three lettered sub-points under each numbered pillar (A/B/C structure).",
          "pageRefs": null,
          "priority": "Core",
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          "confidence": 80,
          "extraction": {
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            "model": "claude-legacy",
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          "pageNumber": 3,
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        },
        {
          "tool": {
            "name": "Action Titles",
            "slug": "action-titles",
            "status": "active",
            "bestFor": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
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            "version": 1,
            "bodyDocId": "816dad3c-9983-41c1-a86e-978ebd582841",
            "description": "The McKinsey-bred discipline of writing every slide title as a complete declarative sentence with a verb and an insight, not a topic label. Each title is a sub-claim that ladders up to the deck's governing thought; read in sequence, the titles reconstruct the executive summary.",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Architect",
          "layer": "slide",
          "agents": [
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          ],
          "matchId": "019dd95a-163f-72bd-8a0b-425500621502",
          "evidence": "Each row uses insight-laden statements like 'Travel demand is increasing... tied to vaccine progress'.",
          "pageRefs": null,
          "priority": "Core",
          "whenToUse": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
          "confidence": 85,
          "extraction": {
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            "model": "claude-legacy",
            "runId": null,
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          "pageNumber": 3,
          "whyItWorks": "Solves two failure modes at once. (1) The buried claim: action titles place the conclusion on the page before any analysis is read, so a busy reader doesn't reverse-engineer it from the chart. (2) The spineless deck: because each title is a claim, slides have to ladder up to the governing thought; logical gaps become visible as topic-shaped titles in a sequence that no longer reads as a story.",
          "antipattern": "Topic labels disguised as titles — Volume by quarter, Key findings, Pricing strategy, Margins have been impacted. No verb, or a passive verb with no agent, or a fact (Revenue grew 12%) without the so-what. Also: titles that overreach the chart's evidence, multi-claim X-grew-but-Y-fell welded titles, and mechanical repetition of the same X-drove-Y template across the deck.",
          "cardinality": null,
          "narrativePurpose": "Forces the deck to carry its argument in the title bar so a senior reader can extract the recommendation without opening a single slide; converts a binder of topics into a navigable pyramid where every slide is a node defending the apex."
        },
        {
          "tool": {
            "name": "Executive summary",
            "slug": "executive-summary",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd9e1-4b63-72d5-9734-da757d91ca61",
            "version": 1,
            "bodyDocId": null,
            "description": "A condensed view of the entire argument on a single slide / block.",
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          "agent": null,
          "layer": "slide",
          "agents": null,
          "matchId": "46d2ccd9-f33b-40ed-8361-06aee2c0b02a",
          "evidence": "The slide provides a summary of travel and tourism trends and implications.",
          "pageRefs": null,
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          "confidence": 0.8,
          "extraction": {
            "at": "2026-07-16 21:36:37.643262+00",
            "model": "or:meta-llama/llama-4-scout",
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          "pageNumber": 3,
          "whyItWorks": null,
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          "cardinality": "common",
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        },
        {
          "tool": {
            "name": "Headline Test",
            "slug": "headline-test",
            "status": "active",
            "bestFor": "On every body slide title, every memo subject, every section header, every dashboard tile and every blog H1 — applied at draft time and again at review. Skip only on divider / agenda / neutral-framing navigation slides where the title is intentionally not summarising.",
            "canonId": "019dd956-ad87-70bd-90dc-722d02ddcb91",
            "version": 1,
            "bodyDocId": "ab578e4c-65d7-4fce-a814-10b07ffdb99d",
            "description": "A three-question editorial test applied to any candidate slide title or headline: does it have a real verb, does it make a defensible claim, and would the reader walk away with the right point if they read only that line?",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Architect",
          "layer": "slide",
          "agents": [
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          ],
          "matchId": "019dd95a-163f-72bd-8a0b-449188b4757c",
          "evidence": "Reading the three rows alone reveals trends -> implications -> travel-co implications.",
          "pageRefs": null,
          "priority": null,
          "whenToUse": "On every body slide title, every memo subject, every section header, every dashboard tile and every blog H1 — applied at draft time and again at review. Skip only on divider / agenda / neutral-framing navigation slides where the title is intentionally not summarising.",
          "confidence": 85,
          "extraction": {
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            "model": "claude-legacy",
            "runId": null,
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            "promptVersion": null
          },
          "pageNumber": 3,
          "whyItWorks": "The title is the only line statistically read by every reader (eye-tracking evidence from Nielsen Norman Group); a three-step filter on verb, claim, and memorability forces the analyst to commit to a finding rather than decorate the slide with a folder name, and catches the failure mode pyramid-MECE checks alone miss — clean ladders of invisible labels.",
          "antipattern": "Titles whose only verb is a copula (is, has, are), passive constructions hiding the agent, hedging adverbs that dilute the claim (may have somewhat softened), meta-descriptions (this slide shows...), bare numeric facts without a so-what, and topic labels masquerading as titles (Cost dynamics, Strategic implications).",
          "cardinality": null,
          "narrativePurpose": "Acts as the cheapest universal quality gate on every line of text whose job is to summarise what comes after it — converting topic-shaped labels into claim-shaped action titles so that a reader scanning only headlines reconstructs the argument."
        }
      ],
      "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",
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          "from": 1,
          "name": "Situation & Context",
          "beatId": "019dd95a-0702-74a3-87e3-e417f2dc6e96",
          "matchId": "019dd95a-0543-7581-99af-de638107486d",
          "beatType": {
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            "status": "active",
            "canonId": "019dd9b8-05ae-741b-992d-65ee83c639b3",
            "version": 1,
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          "evidence": "Cover, exec summary, agenda framing pandemic recovery.",
          "position": 1,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Setup",
            "slug": "setup",
            "status": "active",
            "canonId": "019dd9b8-020e-7505-af9b-d9b9a4679bcc",
            "version": 1,
            "description": "Where the deck grounds the reader before doing anything else. Almost every arc opens here."
          },
          "alignedBlockIds": null,
          "matchConfidence": 88
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      ],
      "loops": [],
      "locked": true
    },
    {
      "page": 4,
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      "metadata": {
        "slideType": "agenda",
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