{ "schemaVersion": "deck-intelligence.v1", "id": "019dd923-5ca1-7489-b635-474b16ccda38", "slug": "bc2eac57e348e1b8", "title": "Transform Special Situations Index", "subtitle": "BCG", "author": "BCG", "pageCount": 7, "kind": "consulting-deck", "orientation": "landscape", "aspectRatio": 1.91, "document": { "id": "019dd923-5ca1-7489-b635-474b16ccda38", "slug": "bc2eac57e348e1b8", "title": "Transform Special Situations Index", "rawTitle": "Transform Special Situations Index", "authorId": "BCG", "authorName": "BCG", "authorDisplay": "BCG", "kind": { "slug": "consulting-deck", "label": "Consulting deck" }, "sourceType": { "slug": "strategy_consulting", "label": "Strategy consulting" }, "fileName": "2024-Transform-Special-Situations-Index.pdf", "sourceUrl": "https://web-assets.bcg.com/62/47/af161e544e74baa6f0e344df90af/bcg-transformation-special-situation-index-slideshow-june-2024-edit.pdf", "sourceDate": "2024-06-15 00:00:00", "presentationDate": null, "ingestedAt": "2026-04-23 20:51:30+00", "status": "ready", "pageCount": 7, "orientation": "landscape", "aspectRatio": 1.91, "targetCompany": null, "targetTicker": null, "metadata": { "local_root": "/tmp/legacy-images/bc2eac57e348e1b8", "origin_corpus": "consulting" } }, "coverage": { "pageCount": 7, "pagesIndexed": 7, "pagesWithImages": 7, "pagesWithMetadata": 7, "imageCoveragePct": 100, "metadataCoveragePct": 100, "componentCount": 39, "chartCount": 8, "metricSlides": 7, "toolMatches": 41, "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-0543-7581-99af-83f2e21df7ce", "evidence": "Deck peels layers from surface insolvencies (p2) inward to transformation pressure (p3), AI-confirmed narrative shift (p4), then geographic/size/sector cores (p5-7).", "isPrimary": true, "confidence": 72, "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-0543-7581-99af-8409344c7135", "evidence": "Facts (p2-4 data trends) then Implications (p5-7 segmentation) with implicit action to transform now.", "isPrimary": false, "confidence": 60, "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": 2, "name": "Surface Observation", "beatId": "019dd95a-0702-74a3-87e2-7a173d2d7651", "matchId": "019dd95a-0543-7581-99af-83f2e21df7ce", "beatType": { "name": "Surface Observation", "slug": "onion-surface-observation", "status": "active", "canonId": "019dd9b8-0b39-73c0-b415-6c4cf34cc343", "version": 1, "description": null }, "evidence": "Insolvencies up 11pp — the visible symptom", "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": 72 }, { "to": 3, "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": 3, "name": "First Layer", "beatId": "019dd95a-0702-74a3-87e2-7f797de075dc", "matchId": "019dd95a-0543-7581-99af-83f2e21df7ce", "beatType": { "name": "First Layer", "slug": "onion-first-layer", "status": "active", "canonId": "019dd9b8-0bd1-75b2-9773-18ea7796621c", "version": 1, "description": null }, "evidence": "Transformation pressure share +7pp 2023 to 2024", "position": 2, "isPrimaryArc": true, "parentBeatType": { "name": "Development", "slug": "development", "status": "active", "canonId": "019dd9b8-0332-7008-b3aa-11b0840a57b1", "version": 1, "description": "The middle stretch in arcs that have one. Often where length problems creep in." }, "alignedBlockIds": null, "matchConfidence": 72 }, { "to": 4, "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": 4, "name": "Deeper Layer", "beatId": "019dd95a-0702-74a3-87e2-829a169c61d0", "matchId": "019dd95a-0543-7581-99af-83f2e21df7ce", "beatType": { "name": "Deeper Layer", "slug": "onion-deeper-layer", "status": "active", "canonId": "019dd9b8-0c69-7473-8222-610daa3e4df7", "version": 1, "description": null }, "evidence": "AI sentiment shows narrative shift in filings", "position": 3, "isPrimaryArc": true, "parentBeatType": { "name": "Development", "slug": "development", "status": "active", "canonId": "019dd9b8-0332-7008-b3aa-11b0840a57b1", "version": 1, "description": "The middle stretch in arcs that have one. Often where length problems creep in." }, "alignedBlockIds": null, "matchConfidence": 72 }, { "to": 6, "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": 5, "name": "Core Insight", "beatId": "019dd95a-0702-74a3-87e2-879f986f5494", "matchId": "019dd95a-0543-7581-99af-83f2e21df7ce", "beatType": { "name": "Core Insight", "slug": "onion-core-insight", "status": "active", "canonId": "019dd9b8-0d41-766a-8ad4-4ba6c6e72446", "version": 1, "description": null }, "evidence": "Pressure concentrates by geography and company size", "position": 4, "isPrimaryArc": true, "parentBeatType": { "name": "Turn", "slug": "turn", "status": "active", "canonId": "019dd9b8-0396-702b-ac2f-9901f8dd8b54", "version": 1, "description": "The pivot — solution proposed, catalyst introduced, decision made. Common (15/20 arcs) but not universal: Triple-take, AIDA, PAS, Voyage-return and Pixar substitute it with a strong reflection or development beat." }, "alignedBlockIds": null, "matchConfidence": 72 }, { "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, "categoryName": "Analysis & Information", "categorySlug": "analysis-information" }, "from": 7, "name": "Implications", "beatId": "019dd95a-0702-74a3-87e2-8a35abc319a7", "matchId": "019dd95a-0543-7581-99af-83f2e21df7ce", "beatType": { "name": "Implications", "slug": "onion-implications", "status": "active", "canonId": "019dd9b8-0dda-7730-893d-deaac7e9c295", "version": 1, "description": null }, "evidence": "Real estate, TMT, retail face most urgent need", "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": 72 }, { "to": 4, "arc": { "name": "The Triple Take", "slug": "triple-take", "status": "active", "bestFor": "Data-driven presentations, research findings", "canonId": "019dd956-6221-73ad-bc12-378f8eb1f018", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "The Facts (What) -> The Implications (So What) -> The Action (Now What)", "description": null, "familyLabel": null, "categoryName": "Analysis & Information", "categorySlug": "analysis-information" }, "from": 2, "name": "The Facts (What)", "beatId": "019dd95a-0702-74a3-87e2-8f3626e0a954", "matchId": "019dd95a-0543-7581-99af-8409344c7135", "beatType": { "name": "The Facts (What)", "slug": "triple-take-the-facts-what", "status": "active", "canonId": "019dd9b8-092b-754c-8eaa-ede3ffdcb060", "version": 1, "description": null }, "evidence": "Insolvencies, pressure share, sentiment trend data", "position": 1, "isPrimaryArc": false, "parentBeatType": { "name": "Setup", "slug": "setup", "status": "active", "canonId": "019dd9b8-020e-7505-af9b-d9b9a4679bcc", "version": 1, "description": "Where the deck grounds the reader before doing anything else. Almost every arc opens here." }, "alignedBlockIds": null, "matchConfidence": 60 }, { "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, "categoryName": "Analysis & Information", "categorySlug": "analysis-information" }, "from": 5, "name": "The Implications (So What)", "beatId": "019dd95a-0702-74a3-87e2-91470c39bef7", "matchId": "019dd95a-0543-7581-99af-8409344c7135", "beatType": { "name": "The Implications (So What)", "slug": "triple-take-the-implications-so-what", "status": "active", "canonId": "019dd9b8-09c7-75cd-8c7b-ae0e23cca2b8", "version": 1, "description": null }, "evidence": "Where pressure concentrates: geo, size, sector", "position": 2, "isPrimaryArc": false, "parentBeatType": { "name": "Reflection", "slug": "reflection", "status": "active", "canonId": "019dd9b8-0510-73fd-8d00-1c7e45f7bc98", "version": 1, "description": "The \"so what\" beat. 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Required in 19/20 arcs. 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"line", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 19:40:11.744+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "deaa6920-7ba2-4470-a10f-a439ae9f7d53", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.92, "x": 0.04, "y": 0.875 }, "kind": "disclaimer", "text": "Sources: Alphasense; BCG analysis. 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(1) The buried claim: action titles place the conclusion on the page before any analysis is read, so a busy reader doesn't reverse-engineer it from the chart. (2) The spineless deck: because each title is a claim, slides have to ladder up to the governing thought; logical gaps become visible as topic-shaped titles in a sequence that no longer reads as a story.", "antipattern": "Topic labels disguised as titles — Volume by quarter, Key findings, Pricing strategy, Margins have been impacted. No verb, or a passive verb with no agent, or a fact (Revenue grew 12%) without the so-what. Also: titles that overreach the chart's evidence, multi-claim X-grew-but-Y-fell welded titles, and mechanical repetition of the same X-drove-Y template across the deck.", "cardinality": null, "narrativePurpose": "Forces the deck to carry its argument in the title bar so a senior reader can extract the recommendation without opening a single slide; converts a binder of topics into a navigable pyramid where every slide is a node defending the apex." }, { "tool": { "name": "Annotation", "slug": "annotation", "status": "active", "bestFor": null, "canonId": "019dd956-b5b9-7668-bf0e-3af99823ec5c", "version": 1, "bodyDocId": null, "description": "Adding explanatory labels to highlight key data points", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Designer", "layer": "slide", "agents": [ "Designer" ], "matchId": "019dd95a-1575-7358-9706-9f6e0bdd5a43", "evidence": "Callout pills '+24pp' and '+16pp' anchor the headline delta", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 85, "extraction": { "at": "2026-04-29 13:07:32.980789+00", "model": "claude-legacy", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 4, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Chart Selection Guide", "slug": "chart-selection-guide", "status": "active", "bestFor": null, "canonId": "019dd956-b1a0-700b-ba17-0e16c4d5bcae", "version": 1, "bodyDocId": null, "description": "Choosing the right chart type for your data and message", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Designer", "layer": "slide", "agents": [ "Designer" ], "matchId": "73fdd8ff-fe99-4f9a-9231-660b98670df4", "evidence": "Line charts for RELATIVE FREQUENCY OF TRANSFORMATION REFERENCES and RELATIVE FREQUENCY OF RESTRUCTURING REFERENCES", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.6, "extraction": { "at": "2026-07-16 21:07:10.776576+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": "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-1575-7358-9706-a7855fa7d220", "evidence": "Beige column shading marks reporting-quarter context band", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 70, "extraction": { "at": "2026-04-29 13:07:32.980789+00", "model": "claude-legacy", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 4, "whyItWorks": null, 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"small-multiples", "status": "active", "bestFor": null, "canonId": "019dd956-b32d-7586-b368-baa1dd388ed4", "version": 1, "bodyDocId": null, "description": "Repeating similar charts for comparison across categories or time", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Designer", "layer": "slide", "agents": [ "Designer" ], "matchId": "019dd95a-1575-7358-9706-9b8e592f4a85", "evidence": "Two parallel quarterly trend charts (transformation vs restructuring) sharing axes", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 90, "extraction": { "at": "2026-04-29 13:07:32.980789+00", "model": "claude-legacy", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 4, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [ { "to": 4, "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": 4, "name": "Deeper Layer", "beatId": "019dd95a-0702-74a3-87e2-829a169c61d0", "matchId": "019dd95a-0543-7581-99af-83f2e21df7ce", "beatType": { "name": "Deeper Layer", "slug": "onion-deeper-layer", "status": "active", "canonId": "019dd9b8-0c69-7473-8222-610daa3e4df7", "version": 1, "description": null }, "evidence": "AI sentiment shows narrative shift in filings", "position": 3, "isPrimaryArc": true, "parentBeatType": { "name": "Development", "slug": "development", "status": "active", "canonId": "019dd9b8-0332-7008-b3aa-11b0840a57b1", "version": 1, "description": "The middle stretch in arcs that have one. Often where length problems creep in." }, "alignedBlockIds": null, "matchConfidence": 72 }, { "to": 4, "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": 2, "name": "The Facts (What)", "beatId": "019dd95a-0702-74a3-87e2-8f3626e0a954", "matchId": "019dd95a-0543-7581-99af-8409344c7135", "beatType": { "name": "The Facts (What)", "slug": "triple-take-the-facts-what", "status": "active", "canonId": "019dd9b8-092b-754c-8eaa-ede3ffdcb060", "version": 1, "description": null }, "evidence": "Insolvencies, pressure share, sentiment trend data", "position": 1, "isPrimaryArc": false, "parentBeatType": { "name": "Setup", "slug": "setup", "status": "active", "canonId": "019dd9b8-020e-7505-af9b-d9b9a4679bcc", "version": 1, "description": "Where the deck grounds the reader before doing anything else. 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"promptVersion": null }, "pageNumber": 6, "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-1575-7358-9706-cd25621e406f", "evidence": "Bar heights monotonically descend left-to-right reinforcing the title pattern", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 70, "extraction": { "at": "2026-04-29 13:07:32.980789+00", "model": "claude-legacy", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 6, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [ { "to": 6, "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": 5, "name": "Core Insight", "beatId": "019dd95a-0702-74a3-87e2-879f986f5494", "matchId": "019dd95a-0543-7581-99af-83f2e21df7ce", "beatType": { "name": "Core Insight", "slug": "onion-core-insight", "status": "active", "canonId": "019dd9b8-0d41-766a-8ad4-4ba6c6e72446", "version": 1, "description": null }, "evidence": "Pressure concentrates by geography and company size", "position": 4, "isPrimaryArc": true, "parentBeatType": { "name": "Turn", "slug": "turn", "status": "active", "canonId": "019dd9b8-0396-702b-ac2f-9901f8dd8b54", "version": 1, "description": "The pivot — solution proposed, catalyst introduced, decision made. 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Note: TMT = technology, media, and telecommunications; pp = percentage point. Cyclical economic patterns and fluctuating demand drive substantial year-over-year volatility. 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