{ "schemaVersion": "deck-intelligence.v1", "id": "019dd923-5ca1-7489-b635-bbc5f530c082", "slug": "2fa88eec3b2f6c71", "title": "e-Conomy SEA 2023 report: Malaysia", "subtitle": "Google", "author": "Google", "pageCount": 7, "kind": "consulting-deck", "orientation": "landscape", "aspectRatio": 1.777, "document": { "id": "019dd923-5ca1-7489-b635-bbc5f530c082", "slug": "2fa88eec3b2f6c71", "title": "e-Conomy SEA 2023 report: Malaysia", "rawTitle": "e-Conomy SEA 2023 report: Malaysia", "authorId": "Bain", "authorName": "Google", "authorDisplay": "Google", "kind": { "slug": "consulting-deck", "label": "Consulting deck" }, "sourceType": { "slug": "strategy_consulting", "label": "Strategy consulting" }, "fileName": "e-Conomy-SEA-2023-report-Malaysia.pdf", "sourceUrl": "https://services.google.com/fh/files/misc/malaysia_e_conomy_sea_2023_report.pdf", "sourceDate": "2023-01-01 00:00:00", "presentationDate": null, "ingestedAt": "2026-04-23 20:51:31+00", "status": "ready", "pageCount": 7, "orientation": "landscape", "aspectRatio": 1.777, "targetCompany": null, "targetTicker": null, "metadata": { "local_root": "/tmp/legacy-images/2fa88eec3b2f6c71", "origin_corpus": "consulting" } }, "coverage": { "pageCount": 7, "pagesIndexed": 7, "pagesWithImages": 7, "pagesWithMetadata": 7, "imageCoveragePct": 100, "metadataCoveragePct": 100, "componentCount": 44, "chartCount": 16, "metricSlides": 3, "toolMatches": 44, "documentToolMatches": 0, "frameworkMatches": 0, "arcMatches": 2, "beatMatches": 8, "loopMatches": 2, "patternMatches": 0, "storymakersMatch": true, "scoreAvailable": true, "reviewAvailable": true, "activistThesisAvailable": false, "pitchdeckMetadataAvailable": false, "pitchdeckProfileAvailable": false }, "blocks": [], "matches": { "arcs": [ { "arc": { "name": "The Onion", "slug": "onion", "status": "active", "bestFor": "Root cause analysis, diagnostics", "canonId": "019dd956-627f-76b1-b286-0c575846d572", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Surface Observation -> First Layer -> Deeper Layer -> Core Insight -> Implications", "description": null, "familyLabel": null, "categoryName": "Analysis & Information", "categorySlug": "analysis-information" }, "matchId": "019dd95a-0543-7581-99b1-1dc2b4178264", "evidence": "Deck progressively zooms from country context (p2) into market size (p3), regional + sector cuts (p4-5), user-segment core (p6), to capital implications (p7).", "isPrimary": true, "confidence": 55, "extraction": { "at": "2026-04-29 13:07:28.977035+00", "model": "claude-legacy", "runId": null, "seconds": null, "promptVersion": null } }, { "arc": { "name": "The Triple Take", "slug": "triple-take", "status": "active", "bestFor": "Data-driven presentations, research findings", "canonId": "019dd956-6221-73ad-bc12-378f8eb1f018", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "The Facts (What) -> The Implications (So What) -> The Action (Now What)", "description": null, "familyLabel": null, "categoryName": "Analysis & Information", "categorySlug": "analysis-information" }, "matchId": "019dd95a-0543-7581-99b1-21e5fece7696", "evidence": "Each analytical slide pairs facts (charts) with so-what (action titles); funding decline page hints at now-what.", "isPrimary": false, "confidence": 45, "extraction": { "at": "2026-04-29 13:07:28.977035+00", "model": "claude-legacy", "runId": null, "seconds": null, "promptVersion": null } } ], "beats": [ { "to": 2, "arc": { "name": "The Onion", "slug": "onion", "status": "active", "bestFor": "Root cause analysis, diagnostics", "canonId": "019dd956-627f-76b1-b286-0c575846d572", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Surface Observation -> First Layer -> Deeper Layer -> Core Insight -> Implications", "description": null, "familyLabel": null, "categoryName": "Analysis & Information", "categorySlug": "analysis-information" }, "from": 1, "name": "Surface Observation", "beatId": "019dd95a-07a6-74c7-9026-93d51f2311e9", "matchId": "019dd95a-0543-7581-99b1-1dc2b4178264", "beatType": { "name": "Surface Observation", "slug": "onion-surface-observation", "status": "active", "canonId": "019dd9b8-0b39-73c0-b415-6c4cf34cc343", "version": 1, "description": null }, "evidence": "Cover + 4-quadrant 'Country overview' framing", "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. 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per-vertical multipliers secondary", "confidence": 80 }, { "id": 130, "slug": "color-strategy", "layer": "Slide", "evidence": "Light vs dark blue distinguishes HVU from non-HVU", "confidence": 85 }, { "id": 78, "slug": "contrast-pairs", "layer": "Loop", "evidence": "Every panel contrasts HVU vs non-HVU bars", "confidence": 80 }, { "id": 138, "slug": "annotation", "layer": "Slide", "evidence": "Multipliers (13.4X, 5.5X...) annotated on each bar pair", "confidence": 80 }, { "id": 42, "slug": "pareto-principle-80-20", "layer": "Block", "evidence": "Vital-few HVUs drive disproportionate share of online spend", "confidence": 70 } ], "page_number": 6 }, { "tools": [ { "id": 118, "slug": "action-titles", "layer": "Slide", "evidence": "Title states 'Funding declines across the board...'", "confidence": 90 }, { "id": 138, "slug": "annotation", "layer": "Slide", "evidence": "Totals above bars; deal counts in yellow pills", "confidence": 85 }, { "id": 130, "slug": "color-strategy", "layer": "Slide", "evidence": "Sector legend mapped to consistent stack colors", "confidence": 85 }, { "id": 116, "slug": "chunking", "layer": "Loop", "evidence": "Stacked bars chunked by 6 sectors", "confidence": 70 }, { "id": 132, "slug": "visual-hierarchy", "layer": "Slide", "evidence": "Dashed separator splits annual totals from H1 splits", "confidence": 70 }, { "id": 68, "slug": "loss-aversion", "layer": "Block", "evidence": "Frame focuses on capital LOSS (1.1B to 0.2B) as the takeaway", "confidence": 65 } ], "page_number": 7 } ], "slides_seen": 7, "deck_summary": "A polished but loosely-arc'd Bain analytical snapshot: every page is well-executed at the slide layer (action titles, small multiples, annotation) but the deck-level narrative is a series of analytical cuts rather than a tight story arc — closest fit is The Onion zooming from context to capital, with each page acting as a self-contained so-what.", "secondary_arcs": [ { "id": 11, "slug": "triple-take", "beats": [ { "name": "The Facts (What)", "end_page": 3, "evidence": "Context + market-size chart", "position": 1, "start_page": 1 }, { "name": "The Implications (So What)", "end_page": 6, "evidence": "Geography, DFS, HVU implications via action titles", "position": 2, "start_page": 4 }, { "name": "The Action (Now What)", "end_page": 7, "evidence": "Funding decline frames the urgency", "position": 3, "start_page": 7 } ], "evidence": "Each analytical slide pairs facts (charts) with so-what (action titles); funding decline page hints at now-what.", "confidence": 45 } ], "images_inspected": 7, "slide_frameworks": [] }, "matchedAt": "2026-04-27 02:23:48+00", "slidesSeen": 7, "deckSummary": "A polished but loosely-arc'd Bain analytical snapshot: every page is well-executed at the slide layer (action titles, small multiples, annotation) but the deck-level narrative is a series of analytical cuts rather than a tight story arc — closest fit is The Onion zooming from context to capital, with each page acting as a self-contained so-what.", "imagesInspected": 7, "extractionSeconds": 245.36148 }, "score": { "backend": "codex", "scoredAt": "2026-05-02 23:06:21.934+00", "subScores": { "scqa_arc": 50, "action_titles": 79, "mece_structure": 60, "closing_strength": 45, "evidence_quality": 82, "clarity_of_thesis": 66, "production_quality": 68, "visual_storytelling": 77 }, "totalScore": 68, "coveragePct": 100, "explanations": { "scqa_arc": "The deck has situation and complication elements in slides 2-7, but it reads more like a sequence of analytical modules than a clear Situation-Complication-Question-Answer narrative.", "action_titles": "Most analytical slides use insight-bearing titles, for example slide 3: \"Online travel recovery drives the digital economy to $23B in 2023, and e-commerce acceleration required to hit ~30B by 2025.\"", "mece_structure": "Slides 2-7 cover distinct lenses such as macro context, sector GMV, geography, DFS, HVUs, and funding, but the structure is not explicitly framed as MECE and overlaps around e-commerce and DFS.", "closing_strength": "Slide 7 ends with a funding-decline insight, but there is no explicit recommendation, call to action, or next-step synthesis.", "evidence_quality": "Claims are mostly data-backed through charts, metrics, CAGRs, indexed maps, and survey sourcing, especially on slides 3-7.", "clarity_of_thesis": "The first five slides establish a Malaysia digital economy story around resilience, travel-led GMV recovery, participation gaps, and DFS growth, but no single deck-level thesis is stated declaratively before slide 5.", "production_quality": "Production quality is solid with consistent chart-heavy consulting layouts and footnotes, but action titles are absent on slides 1-2 and dense slides 5-6 weaken whitespace discipline.", "visual_storytelling": "The slide tools generally match the messages, with bar charts for GMV on slide 3, heat maps on slide 4, and funding charts on slide 7, though slides 5-6 are overcrowded." }, "slidesAnalyzed": 7 }, "review": { "backend": null, "verdict": "A competent country-chapter excerpt with strong quantified action titles but no resolution - useful as an example of headline-metric titling, not of full Storymakers arc construction.", "reviewedAt": "2026-04-24 16:48:56+00", "slidesSeen": 7, "suggestions": [ "Add a final synthesis slide stating the 2-3 implications for Malaysian digital-economy stakeholders (e.g., where to invest given the funding drop + HVU concentration).", "Replace the generic 'Country overview' (p.2) with a thesis-style title that previews the punchline of the chapter.", "Group p.3-7 under 2-3 explicit pillars (e.g., Demand, Supply, Capital) with mini-divider titles so the analytical sequence reads as MECE rather than as a list." ], "closingScore": 25, "openingScore": 60, "topStrengths": [ "Action titles on p.3, p.4, p.5, p.6, p.7 all carry a quantified or directional insight rather than a topic label", "Strong use of headline metrics ($23B, 5.3X, $0.2B) to anchor each analytical slide" ], "topWeaknesses": [ "No closing recommendation or 'so what' slide - deck ends on the funding-decline chart (p.7)", "Opening uses two label-style slides (p.1 divider, p.2 'Country overview') before stating the thesis on p.3", "No MECE pillar structure: the six body slides are a topic sequence, not parallel branches of a single question" ], "narrativeScore": 55, "pillarCritique": "Only one section divider exists (p.1 'Country spotlight: Malaysia'), so there is no MECE pillar structure visible - the body is a topic sequence (overview -> sizing -> geography -> DFS -> HVUs -> funding) rather than parallel pillars.", "closingCritique": "The deck ends on a downbeat data point ('Funding declines across the board...' p.7) with no recommendation, call to action, or memorable close - it terminates mid-analysis rather than resolving.", "openingCritique": "The divider (p.1) and overview (p.2) take two slides to land, and the thesis only emerges on p.3 with the $23B sizing - acceptable for a chapter excerpt, but it does not lead with the answer.", "extractionSeconds": 56.215656, "narrativeCritique": "Reads as a country-spotlight excerpt with a setup (p.1-2) and analytical evidence (p.3-7) but no resolution: there is no synthesis, recommendation, or 'so what' slide that closes the arc. 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Also: titles that overreach the chart's evidence, multi-claim X-grew-but-Y-fell welded titles, and mechanical repetition of the same X-drove-Y template across the deck.", "cardinality": null, "narrativePurpose": "Forces the deck to carry its argument in the title bar so a senior reader can extract the recommendation without opening a single slide; converts a binder of topics into a navigable pyramid where every slide is a node defending the apex." }, { "tool": { "name": "Annotation", "slug": "annotation", "status": "active", "bestFor": null, "canonId": "019dd956-b5b9-7668-bf0e-3af99823ec5c", "version": 1, "bodyDocId": null, "description": "Adding explanatory labels to highlight key data points", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Designer", "layer": "slide", "agents": [ "Designer" ], "matchId": "019dd95a-1804-770a-b24e-69d3814c3d53", "evidence": "Totals above bars; deal counts in yellow pills", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 85, "extraction": { "at": "2026-04-29 13:07:33.6378+00", "model": "claude-legacy", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 7, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Color Strategy", "slug": "color-strategy", "status": "active", "bestFor": null, "canonId": "019dd956-b202-77cf-8a6e-f445b08c0fd3", "version": 1, "bodyDocId": null, "description": "Using color for emphasis, categories, sentiment, and hierarchy", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Designer", "layer": "slide", "agents": [ "Designer" ], "matchId": "019dd95a-1804-770a-b24e-6d42522bf2fa", "evidence": "Sector legend mapped to consistent stack colors", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 85, "extraction": { "at": "2026-04-29 13:07:33.6378+00", "model": "claude-legacy", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 7, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Visual Hierarchy", "slug": "visual-hierarchy", "status": "active", "bestFor": null, "canonId": "019dd956-b2ca-706b-937f-e52441086fd7", "version": 1, "bodyDocId": null, "description": "Order of perception through Size > Color > Position > Weight > Space", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Designer", "layer": "slide", "agents": [ "Designer" ], "matchId": "019dd95a-1804-770a-b24e-74f92ff54438", "evidence": "Dashed separator splits annual totals from H1 splits", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 70, "extraction": { "at": "2026-04-29 13:07:33.6378+00", "model": "claude-legacy", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 7, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [ { "to": 7, "arc": { "name": "The Onion", "slug": "onion", "status": "active", "bestFor": "Root cause analysis, diagnostics", "canonId": "019dd956-627f-76b1-b286-0c575846d572", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Surface Observation -> First Layer -> Deeper Layer -> Core Insight -> Implications", "description": null, "familyLabel": null }, "from": 7, "name": "Implications", "beatId": "019dd95a-07a6-74c7-9026-a0bfee0fbb5d", "matchId": "019dd95a-0543-7581-99b1-1dc2b4178264", "beatType": { "name": "Implications", "slug": "onion-implications", "status": "active", "canonId": "019dd9b8-0dda-7730-893d-deaac7e9c295", "version": 1, "description": null }, "evidence": "Funding decline chart closes with capital implication", "position": 5, "isPrimaryArc": true, "parentBeatType": { "name": "Reflection", "slug": "reflection", "status": "active", "canonId": "019dd9b8-0510-73fd-8d00-1c7e45f7bc98", "version": 1, "description": "The \"so what\" beat. Used by analytical arcs (Triple-take, Onion) and learning arcs (Voyage-return, Tragedy)." }, "alignedBlockIds": null, "matchConfidence": 55 }, { "to": 7, "arc": { "name": "The Triple Take", "slug": "triple-take", "status": "active", "bestFor": "Data-driven presentations, research findings", "canonId": "019dd956-6221-73ad-bc12-378f8eb1f018", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "The Facts (What) -> The Implications (So What) -> The Action (Now What)", "description": null, "familyLabel": null }, "from": 7, "name": "The Action (Now What)", "beatId": "019dd95a-07a6-74c7-9026-acb4f79961c8", "matchId": "019dd95a-0543-7581-99b1-21e5fece7696", "beatType": { "name": "The Action (Now What)", "slug": "triple-take-the-action-now-what", "status": "active", "canonId": "019dd9b8-0a5e-735a-bf53-3a1ba629b7aa", "version": 1, "description": null }, "evidence": "Funding decline frames the urgency", "position": 3, "isPrimaryArc": false, "parentBeatType": { "name": "Resolution", "slug": "resolution", "status": "active", "canonId": "019dd9b8-045d-703b-8dd7-e92aba3ba91b", "version": 1, "description": "How the deck ends. Required in 19/20 arcs. The exception (Sparkline) ends with new bliss which is functionally a resolution." }, "alignedBlockIds": null, "matchConfidence": 45 } ], "loops": [ { "to": 7, "from": 4, "loop": { "name": "41_so_what_cascade", "slug": "41-so-what-cascade", "status": "active", "bestFor": "Data presentations, executive summaries, driving to recommendations", "canonId": "019dd956-769f-7208-afbc-f28985c6f4fb", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "The Data -> So What? (Insight 1) -> So What? (Insight 2) -> So What? (The Action)", "description": "Chain insights together, each answering 'so what?' until you reach the actionable conclusion", "familyLabel": null }, "matchId": "019dd95a-088c-724c-b314-3d851725a824", "evidence": "Each of pp.4-7 presents a data view and asserts an insight in the headline (KL leads, DFS rises, HVUs spend 5.3X, funding falls).", "position": 2, "objective": "Cascade through analytical cuts where each chart's action title states the so-what insight", "confidence": 60, "extraction": { "at": "2026-04-29 13:07:29.689431+00", "model": "claude-legacy", "runId": null, "seconds": null, "promptVersion": null } } ], "locked": true } ], "arcBeats": [ { "from": 1, "to": 2, "label": "Surface Observation", "description": "Cover + 4-quadrant 'Country overview' framing" }, { "from": 3, "to": 3, "label": "First Layer", "description": "Overall $23B economy decomposed into 4 sub-segments" }, { "from": 4, "to": 5, "label": "Deeper Layer", "description": "Geographic maps + DFS 4-segment breakdown" }, { "from": 6, "to": 6, "label": "Core Insight", "description": "HVU concentration: 5.3X spend reveals where value sits" }, { "from": 7, "to": 7, "label": "Implications", "description": "Funding decline chart closes with capital implication" } ], "loops": [ { "from": 2, "to": 3, "label": "Build Up", "description": "Establish country context and decompose total digital economy into MECE component sectors" }, { "from": 4, "to": 7, "label": "So What Cascade", "description": "Cascade through analytical cuts where each chart's action title states the so-what insight" } ] }