{ "schemaVersion": "deck-intelligence.v1", "id": "019dd923-5de0-76bd-a167-8b49aa23ef54", "slug": "a2d2d8b8d70b5202", "title": "Perspectives on WMATA's ridership", "subtitle": "BCG", "author": "BCG", "pageCount": 29, "kind": "consulting-deck", "orientation": "landscape", "aspectRatio": 1.778, "document": { "id": "019dd923-5de0-76bd-a167-8b49aa23ef54", "slug": "a2d2d8b8d70b5202", "title": "Perspectives on WMATA's ridership", "rawTitle": "Perspectives on WMATA's ridership", "authorId": "BCG", "authorName": "BCG", "authorDisplay": "BCG", "kind": { "slug": "consulting-deck", "label": "Consulting deck" }, "sourceType": { "slug": "strategy_consulting", "label": "Strategy consulting" }, "fileName": "3B-Perspectives-on-WMATA-Ridership-BCG.pdf", "sourceUrl": "https://www.wmata.com/about/board/meetings/board-pdfs/upload/3B-Perspectives-on-WMATA-Ridership-BCG.pdf", "sourceDate": "2017-10-12 00:00:00", "presentationDate": null, "ingestedAt": "2026-04-24 07:54:31+00", "status": "ready", "pageCount": 29, "orientation": "landscape", "aspectRatio": 1.778, "targetCompany": null, "targetTicker": null, "metadata": { "local_root": "/tmp/legacy-images/a2d2d8b8d70b5202", "origin_corpus": "consulting" } }, "coverage": { "pageCount": 29, "pagesIndexed": 29, "pagesWithImages": 29, "pagesWithMetadata": 29, "imageCoveragePct": 100, "metadataCoveragePct": 100, "componentCount": 151, "chartCount": 12, "metricSlides": 14, "toolMatches": 84, "documentToolMatches": 0, "frameworkMatches": 7, "arcMatches": 2, "beatMatches": 8, "loopMatches": 6, "patternMatches": 0, "storymakersMatch": true, "scoreAvailable": true, "reviewAvailable": true, "activistThesisAvailable": false, "pitchdeckMetadataAvailable": false, "pitchdeckProfileAvailable": false }, "blocks": [], "matches": { "arcs": [ { "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null, "categoryName": "Strategy & Business", "categorySlug": "strategy-business" }, "matchId": "019dd95a-0543-7581-99ae-c701005d6d86", "evidence": "Cover/agenda set context (pp.1-2), ridership decline framed (pp.3-8), three-forces framework introduced (pp.9-11), evidence per force (pp.12-25), implications synthesised (pp.26-27).", "isPrimary": true, "confidence": 82, "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-0543-7581-99ae-cbb397467932", "evidence": "Deck splits cleanly into Facts (ridership data 3-8), Implications (forces 9-25), and Action/So-what (26-27).", "isPrimary": false, "confidence": 70, "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 Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null, "categoryName": "Strategy & Business", "categorySlug": "strategy-business" }, "from": 1, "name": "Situation & Context", "beatId": "019dd95a-0702-74a3-87df-7ae83109e350", "matchId": "019dd95a-0543-7581-99ae-c701005d6d86", "beatType": { "name": "Situation & Context", "slug": "consultants-gambit-situation-context", "status": "active", "canonId": "019dd9b8-05ae-741b-992d-65ee83c639b3", "version": 1, "description": null }, "evidence": "Cover + agenda 'Three focus areas for today's discussion'.", "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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60, "action_titles": 80, "mece_structure": 65, "closing_strength": 48, "evidence_quality": 80, "clarity_of_thesis": 62, "production_quality": 78, "visual_storytelling": 80 }, "totalScore": 69, "coveragePct": 90, "explanations": { "scqa_arc": "Situation-Complication-Question is well-set (slides 3-9, peaking at 'Can WMATA take flight?'), but the Answer is deferred — slide 27 lists implications without a directional recommendation.", "action_titles": "Most analytical slides carry insight-bearing titles (e.g. slide 5 'The recent dip is magnified by the SafeTrack program'); weaker on slides 13 'The DC Story' and 24 'The arbitrator of the future' which are topic labels.", "mece_structure": "Three-section agenda (slide 2) is clean, but the 3-forces framework (slide 10) and 4-drivers donut (slide 11) overlap on demographics, creating mild taxonomy drift.", "closing_strength": "Slide 27 frames the 'so-what' as a question and lists 5 implications, but there is no recommendation, CTA, or next-step roadmap before the disclaimer (28) and brand close (29).", "evidence_quality": "Heavy data backing throughout (slides 3-8, 12, 14-17, 20-21 carry 4-25 data points each), plus a Glaeser quote (18) and a dated real-world price comparison (23).", "clarity_of_thesis": "Slides 1-5 establish 'ridership has slipped' as the problem (slide 3) but the deck is diagnostic 'perspectives' rather than a declarative thesis with a recommendation up front.", "production_quality": "Consistent BCG template, green palette, action-title density on analytical slides, footnote discipline on slides 5/19/22/26; minor blemish: typo 'metro's' on slide 14.", "visual_storytelling": "Strong tool-to-message fit: bubble benchmarks (7-8), Marimekko for age cohorts (15), waterfall+stacked bar for telework (17), value chain (19), Uber/Metro screenshots (23) make abstract claims tangible." }, "slidesAnalyzed": 29 }, "review": { "backend": null, "verdict": "A competent analytical build-up that diagnoses the 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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": "Waterfall chart", "slug": "waterfall-chart", "status": "active", "bestFor": null, "canonId": "e2799da3-725f-44a9-a093-570f1f388e64", "version": 1, "bodyDocId": null, "description": null, "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "727b46e4-bf4b-449a-9f64-5d153fc2ac83", "evidence": "The slide uses a waterfall chart to show teleworking adoption.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 21:32:13.810957+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 17, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [ { "to": 25, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 12, "name": "Evidence & Proof", "beatId": "019dd95a-0702-74a3-87df-872d1ff589d5", "matchId": "019dd95a-0543-7581-99ae-c701005d6d86", "beatType": { "name": "Evidence & Proof", "slug": "consultants-gambit-evidence-proof", "status": "active", "canonId": "019dd9b8-07b1-7688-8e1e-7637fec3802a", "version": 1, "description": null }, "evidence": "Demographics, telework, mobility value chain, robotaxi cost, Uber-vs-Metro proof points.", "position": 4, "isPrimaryArc": true, "parentBeatType": { "name": "Evidence", "slug": "evidence", "status": "active", "canonId": "019dd9b8-03f9-772a-b84a-4f07b415b77a", "version": 1, "description": "A dedicated proof beat exists in only ~4 arcs (Gambit, Sequoia, AIDA, Monroes). 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Used by analytical arcs (Triple-take, Onion) and learning arcs (Voyage-return, Tragedy)." }, "alignedBlockIds": null, "matchConfidence": 70 } ], "loops": [ { "to": 17, "from": 12, "loop": { "name": "02_pattern_hunter", "slug": "02-pattern-hunter", "status": "active", "bestFor": "Time-pressed audiences, building consensus, when data is strong", "canonId": "019dd956-6695-771a-be2e-f1748ef041a4", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "Evidence A -> Evidence B -> Evidence C -> Pattern/Conclusion", "description": "Group multiple pieces of evidence that together point to a pattern or conclusion", "familyLabel": null }, "matchId": "019dd95a-088b-72c8-b7e6-94447550be21", "evidence": "Larger/richer (p.12), DC story (p.13), aging (p.14-15), remote work (p.16-17) build a pattern.", "position": 4, "objective": "Stack demographic & behavioural evidence into a coherent urban-dynamics pattern", "confidence": 78, "extraction": { "at": "2026-04-29 13:07:29.689431+00", "model": "claude-legacy", "runId": null, "seconds": null, "promptVersion": null } } ], "locked": true }, { "page": 18, "type": "setup", "function": "establish_context", "rawType": "quote_slide", "block": null, "metadata": { "slideType": "quote_slide", "slideTypeCanon": { "name": "Quote slide", "slug": "quote_slide", "status": "active", "canonId": "019de52d-098e-7555-a9fd-4f0af7e80bc2", "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": "sparse", "densityScore": 22, "componentCount": 3, "textChars": 409, "nDataPoints": 0, "notes": null, "elementsJson": [ "quote_block" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 18:41:48.143+00", "seconds": 2.049, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5de0-76bd-a167-8b49aa23ef54/18", "deck": "/decks/019dd923-5de0-76bd-a167-8b49aa23ef54", "deckAnchor": "/decks/019dd923-5de0-76bd-a167-8b49aa23ef54#slide-18", "deckJson": "/decks/019dd923-5de0-76bd-a167-8b49aa23ef54.json" }, "components": [ { "bbox": { "h": 0.05, "w": 0.6, "x": 0.05, "y": 0.85 }, "kind": "paragraph", "text": "Ed Glaeser, Triumph of the City: How our Greatest Invention Makes us Richer, Smarter Greener, Healthier and Happier", "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 18:41:48.143+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "52ca19f3-0543-4e7a-bd99-d7dc70dce6ba", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.7, "x": 0.05, "y": 0.35 }, "kind": "quote", "text": "Twentieth-century urban America didn't belong to the skyscraper; 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