{ "schemaVersion": "deck-intelligence.v1", "id": "019dd923-5ca1-7489-b635-116360085cd2", "slug": "47c3d81d266e61ad", "title": "Investor Perspectives Series Pulse Check 21", "subtitle": "BCG", "author": "BCG", "pageCount": 27, "kind": "consulting-deck", "orientation": "landscape", "aspectRatio": 1.681, "document": { "id": "019dd923-5ca1-7489-b635-116360085cd2", "slug": "47c3d81d266e61ad", "title": "Investor Perspectives Series Pulse Check 21", "rawTitle": "Investor Perspectives Series Pulse Check 21", "authorId": "BCG", "authorName": "BCG", "authorDisplay": "BCG", "kind": { "slug": "consulting-deck", "label": "Consulting deck" }, "sourceType": { "slug": "strategy_consulting", "label": "Strategy consulting" }, "fileName": "2022-Investor-Perspectives-Series-Pulse-Check-21.pdf", "sourceUrl": "https://web-assets.bcg.com/58/ed/0c59f92f40059f65c55a77289af0/investor-pulse-21-slideshow-221025.pdf", "sourceDate": "2022-10-11 00:00:00", "presentationDate": null, "ingestedAt": "2026-04-23 20:51:30+00", "status": "ready", "pageCount": 27, "orientation": "landscape", "aspectRatio": 1.681, "targetCompany": null, "targetTicker": null, "metadata": { "local_root": "/tmp/legacy-images/47c3d81d266e61ad", "origin_corpus": "consulting" } }, "coverage": { "pageCount": 27, "pagesIndexed": 27, "pagesWithImages": 27, "pagesWithMetadata": 27, "imageCoveragePct": 100, "metadataCoveragePct": 100, "componentCount": 181, "chartCount": 12, "metricSlides": 18, "toolMatches": 86, "documentToolMatches": 0, "frameworkMatches": 2, "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-3e9146c6a2c5", "evidence": "Deck opens with survey context (p1-2), states macro complication (p3-9 bearish/inflation/recession), pivots to investor expectations (p10-14), proves with deeper data (p15-19), and closes with historical evidence appendix and contact (p20-26).", "isPrimary": true, "confidence": 78, "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-42349e432a5b", "evidence": "Each chart slide shows facts (chart), implication (callout), and ties to the executive 'now what' framed on p4.", "isPrimary": false, "confidence": 62, "extraction": { "at": "2026-04-29 13:07:28.977035+00", "model": "claude-legacy", "runId": null, "seconds": null, "promptVersion": null } } ], "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": 1, "name": "Situation & Context", "beatId": "019dd95a-0702-74a3-87dd-3c0f4b3faa26", "matchId": "019dd95a-0543-7581-99ae-3e9146c6a2c5", "beatType": { "name": "Situation & Context", "slug": "consultants-gambit-situation-context", "status": "active", "canonId": "019dd9b8-05ae-741b-992d-65ee83c639b3", "version": 1, "description": null }, "evidence": "Cover, methodology page, and 2-page key takeaways set the survey context.", "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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"slides_seen": 27, "deck_summary": "This BCG investor pulse-check report follows a Consultant's Gambit shape — front-loaded executive takeaways, a bearish-macro complication block, an investor-expectations pivot, supporting capital-allocation evidence, and a six-page historical comparison appendix. 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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": 80, "extraction": { "at": "2026-04-29 13:07:32.593757+00", "model": "claude-legacy", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 3, "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.", "cardinality": null, "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." } ], "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": 1, "name": "Situation & Context", "beatId": "019dd95a-0702-74a3-87dd-3c0f4b3faa26", "matchId": "019dd95a-0543-7581-99ae-3e9146c6a2c5", "beatType": { "name": "Situation & Context", "slug": "consultants-gambit-situation-context", "status": "active", "canonId": "019dd9b8-05ae-741b-992d-65ee83c639b3", "version": 1, "description": null }, "evidence": "Cover, methodology page, and 2-page key takeaways set the survey context.", "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": 78 } ], "loops": [ { "to": 4, "from": 3, "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? 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1, "description": null }, "function": "summarize", "functionCanon": { "name": "Summarize", "slug": "summarize", "status": "active", "canonId": "019de52d-1541-704f-b86f-bf7b75056373", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 89, "componentCount": 9, "textChars": 2134, "nDataPoints": 12, "notes": "The slide presents findings from a BCG investor survey conducted in October 2022.", "elementsJson": [ "headline_text", "bullet_list", "footnote" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 19:39:36.965+00", "seconds": 3.919, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5ca1-7489-b635-116360085cd2/4", "deck": "/decks/019dd923-5ca1-7489-b635-116360085cd2", "deckAnchor": "/decks/019dd923-5ca1-7489-b635-116360085cd2#slide-4", "deckJson": "/decks/019dd923-5ca1-7489-b635-116360085cd2.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "The findings from this pulse check highlight that upcoming investor communications should address the market's current bearishness—including discussing the company's resilience to macroeconomic risks, sharing a realistic performance outlook, and conveying its strategy for developing resilience to emerge stronger from the current environment.", "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 12:47:34+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-acb8-762a-a736-7266860e2b08", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.45, "x": 0.04, "y": 0.22 }, "kind": "list", "text": "Only 4% of investors expect inflation will return to lower, normal levels by the end of 2022 (down from 20% in June 2022 and 40% in March 2022), with median inflation expectations of 5.7% for Q4 2022 (down from 5.9% in June 2022 and up from 5.2% in March 2022).", "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 19:39:36.965+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "350919d2-f4af-45e3-a682-ee78d26d0161", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.45, "x": 0.51, "y": 0.34 }, "kind": "list", "text": "The findings from this pulse check highlight that upcoming investor communications (for example, earnings releases and investor days) should address the market's current bearishness—including discussing the company's resilience to macroeconomic risks, sharing a realistic performance outlook, and conveying its strategy for developing resilience to emerge stronger from the current environment.", "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 19:39:36.965+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "3dc8ce19-35cc-4c9b-9256-bfd6715268a3", "parentComponentId": null }, { "bbox": { "h": 0.11, "w": 0.45, "x": 0.51, "y": 0.22 }, "kind": "list", "text": "A significant percentage of investors are supportive of financially healthy companies actively reshaping their portfolio (68% support acquisitions, versus the series average of 67%,¹ and 75% support exiting or divesting lines of business, versus the series average of 74%¹).", "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 19:39:36.965+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ac403837-9cad-4b3d-bbba-5a4c3b5ea8d4", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.45, "x": 0.04, "y": 0.37 }, "kind": "list", "text": "A clear majority of investors—71% (versus 60% in June 2022)—have become more risk averse since the onset of higher inflation; as a result, they hold more cash (60% ranked this as a top-three change).", "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 19:39:36.965+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b66816ec-c7eb-4cc2-b708-ae97ab0fbce3", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.45, "x": 0.04, "y": 0.46 }, "kind": "list", "text": "Investors increasingly feel it is important for financially healthy companies to deliver on guidance (77%, versus the series average of 67%¹); they continue to support investments for the long term, but that support has declined significantly (76% consider it important, versus the series average of 89%¹).", "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 19:39:36.965+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e0933f9c-c50e-4794-aa55-d6036bb636da", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "investor sentiment: 71%", "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 12:47:34+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-acb8-762a-a736-74e16eb8ab94", "parentComponentId": null }, { "bbox": { "h": 0.06, "w": 0.52, "x": 0.04, "y": 0.9 }, "kind": "source-note", "text": "Source: BCG Investor Perspectives Series, Pulse Check #21, October 7–11, 2022; n = 150. Note: TSR = total shareholder return. ¹The average across 21 investor pulse checks was calculated using the percentage of investors that were bullish for the current calendar year at the time of each 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. 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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": "Emotional Appeal", "slug": "emotional-appeal", "status": "active", "bestFor": null, "canonId": "019dd956-bde9-7668-8be7-0097678fec59", "version": 1, "bodyDocId": null, "description": "Connecting to audience feelings rather than just logic", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "019dd95a-13ee-7068-978d-eda8a2ab916c", "evidence": "Loss-aversion framing on resilience to macro risks.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 55, "extraction": { "at": "2026-04-29 13:07:32.593757+00", "model": "claude-legacy", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 4, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "So What? Test", "slug": "so-what-test", "status": "active", "bestFor": "On every slide carrying a chart, number, list, or finding intended to inform a decision; whenever a draft title is descriptive rather than directive; whenever the deck will circulate without its author.", "canonId": "019dd956-acd2-76f8-b59a-9bf15a89f10a", "version": 1, "bodyDocId": "fec04b06-b2f1-432b-a97b-916dc7563f64", "description": "The recursive editorial discipline of asking so-what of every slide, chart, and statement until the answer is an implication for the audience — that final answer becomes the slide's title; the chain becomes its body.", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Architect", "layer": "slide", "agents": [ "Architect" ], "matchId": "019dd95a-13ee-7068-978d-e9525203f2b7", "evidence": "Callout explicitly states 'investor communications should address...' — the now-what.", "pageRefs": null, "priority": "Core", "whenToUse": "On every slide carrying a chart, number, list, or finding intended to inform a decision; whenever a draft title is descriptive rather than directive; whenever the deck will circulate without its author.", "confidence": 85, "extraction": { "at": "2026-04-29 13:07:32.593757+00", "model": "claude-legacy", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 4, "whyItWorks": "Solves the two failure modes of analytical communication at once: stopping at description (analyst-confidence problem) and leaving insight stranded in the analyst's head (translation problem). 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